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Come ask me anything in my Weekly Q/A!

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Coursera Courses:
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Transcript
00:00:01hello hello hello I am just getting this set up I'd like to start a few minutes early just to
00:00:07make sure I got all the kinks uh the system out of the way uh but while I wait to
00:00:14be able to see
00:00:15it on my screen it has like a 20 second delay but I just want to make sure everything's working
00:00:19well there we go excuse me all right we are rocking and rolling uh
00:00:30let me see I just want to make sure people are here
00:00:34awesome we got some people uh waiting but I'm starting I'm just gonna say hey everybody
00:00:40all right so this is our weekly live stream I'm gonna keep it real simple here's what we do
00:00:46you ask me questions I answer them to the best of my ability if I don't know uh I tell
00:00:51you I don't
00:00:52know right but I try to help I try to be um just uh a good sounding board so you
00:00:58can ask questions
00:00:59in the chat you can uh uh you can ask any questions in the chat doesn't even have to be
00:01:04about
00:01:04data sometimes those are the best questions sometimes about life right that's what we're
00:01:08here for um but I see people coming in hello everybody good morning good morning morning
00:01:14well it's morning where I am uh it is nine o'clock in the morning but sometimes it's the afternoon
00:01:19where you are we got afternoon in Nigeria uh let's see where's everybody from I'm just curious I'm
00:01:26always curious it's usually like all over the place all over the place uh India
00:01:34Philip from Nigeria how's it going uh but here's how this is going you we're gonna ask answer
00:01:39questions for probably until about 9 50 and then those last about 10 minutes I'm gonna be doing a
00:01:44giveaway uh to analyst builder those are my courses I'm just gonna give them away for free because
00:01:49I want to get back to you guys thank you guys for being here and you know I just appreciate
00:01:54you guys's
00:01:55support so much I just want to do that and give you guys some stuff back we got Racine
00:02:03Wisconsin is WI Wisconsin has to be can't be Washington because I'm pretty sure that's WA
00:02:10I geography was not my strongest subject uh in uh in school anyways yes Taki is correct so I got
00:02:22my
00:02:22I got one of my moderators in here he don't they don't mess around all right you ask a hundred
00:02:28questions a hundred times they're gonna block you so don't do that don't spam the chat uh I'll do it
00:02:34as best I can all right so go ahead start asking questions in the chat I know a lot of
00:02:40people have
00:02:41questions so if you have questions just go ahead and uh put those in there give me a second
00:02:52my wife's texting about interest rates uh from the federal government uh Christine I will um I'm
00:02:59gonna say I've started my live stream and I will get back to you on that subject
00:03:13all right so I'm gonna start going through questions and we'll start going thanks uh Christine
00:03:19for being part of the live stream all right um this just says sir you changed my life I got
00:03:26two
00:03:27clients just by looking at your lectures and studying it that's awesome congrats I'd love to hear
00:03:31that um I'm looking for questions can you do an end in project using R I do plan on doing
00:03:40that uh for
00:03:41sure but uh almost finished with the R series that'll be really good the next the last one which is
00:03:48next
00:03:48week is on data visualization and and data storytelling um so that'll be next one next week
00:03:53oh we got something from Yasin from Tunisia from Ghana
00:04:00Kerala I don't know if that's a place or not I geography again is not my strong suit
00:04:06I'm gonna start the data analyst journey as a fresher this is from
00:04:09Baloo Smith uh 12
00:04:12Pali Shady uh I would take my data analyst boot camp it's free it's on YouTube I think learning
00:04:19SQL Excel Tableau like learning those core fundamental skills of how to work with databases
00:04:23and um you know Excel and visualizing data even just the basics great way to start it
00:04:29um great way to get started
00:04:33how can we learn SQL uh all right so SQL is like my specialty I have so many tutorials on
00:04:40SQL
00:04:40it is not even funny I have like 50 or 60 on every different part of SQL um for the
00:04:45most part
00:04:46I don't cover some of the way more advanced topics because there'd be very few people who would
00:04:51be interested in those um but I have a beginner intermediate and advanced series or playlist on
00:04:57my channel so go ahead and check those out I have in my SQL as well as my SQL uh
00:05:02SQL server
00:05:03Microsoft SQL server and so uh that definitely is where I would start
00:05:14all right let's see some questions by the way I'm not gonna answer every single question I just
00:05:19can't and my thing skips down all the time I hate that um so I can't answer every single question
00:05:26some questions I've answered like a thousand times or you know I can't answer every single one
00:05:30but I'll do my best how can we search for junior data analyst roles in the U.S. uh
00:05:39I think it's going to be pretty similar to kind of previous advice I've given I have a lesson or
00:05:48video on YouTube called how to get a job on LinkedIn and that basically is like a roadmap of how
00:05:56to reach
00:05:56out to recruiters how to apply to jobs directly instead of just clicking apply on LinkedIn quick
00:06:03apply or whatever it's called um same thing with just randomly applying on jobs on like LinkedIn
00:06:10and uh you know other job websites I think doing that is important you still have to do that then
00:06:18reaching out directly is really important as well and that's where uh I what I recommend doing so
00:06:23look at that video I think that'd be really helpful all right let's keep going
00:06:30it skips down sometimes I don't know how to solve that that's just a YouTube uh issue I wonder if
00:06:37I
00:06:37can stop that
00:06:41I don't know how to stop that that's above my pay grade all right let's keep keep going
00:06:49all right let's see let's see let's see
00:06:53uh this is a good question so hey Alex I just finished acquiring data analysis as a skill
00:06:58but I have no internet internship experience yet what should I do next so let's say you're you know
00:07:04you've taken the data animals uh boot camp which is just free on YouTube you go through the whole
00:07:08thing you have all these skills now you know SQL and Excel and Python and R which isn't part of
00:07:14the
00:07:14boot camp yet but I'll add it um and you have all these skills and you're like okay but what's
00:07:18next
00:07:19what do I do next if you've already done that if you're or if you're sorry there's a hair
00:07:23floating in the thing if you've already done that and you're working through uh uh you're working
00:07:29through these skills that you should be applying already right you should be applying for internships
00:07:35if that's where you're at you should be applying for uh entry-level roles you should be trying to
00:07:40get experience any way you can because that's really really important for getting your next job
00:07:45or getting a higher paying job so I would be I would start working and part of the data analyst
00:07:51boot camp is creating a resume and creating a portfolio website and adding projects to that
00:07:56portfolio website so you should have already done that but starting to apply starting to reach out to
00:08:01people trying to make connections that's what I would be doing next I wouldn't wait to learn more
00:08:06skills you know you want now hands-on experience using those skills
00:08:14trick it's my birthday can I get a happy birthday why not come on happy birthday I love hey birthdays
00:08:21are
00:08:21a reason to celebrate another lap around the sun another uh another year to make choices and do
00:08:29whatever you want hopefully good choices that that make your life better
00:08:36is data analysis still worth it as a career path uh definitely so the data world right now is like
00:08:45on fire everyone's worried about everything about AI and layoffs and uh you know wages and all these
00:08:53things in my opinion this is kind of this has been building for a while and especially what happened
00:09:04in like the 2020 ever since the pandemic into like 2022 with massive overhiring and then the all the AI
00:09:11uh boom it's just been a really weird market since 2024 into 2025 and probably 2026 it's just been a
00:09:19really and with interest rates really high it's been a really weird market data itself is not going
00:09:24anywhere right so it's not like all of a sudden now data is not important data isn't useful to
00:09:31companies it's not a useful skill to know it's just that the job market and everything is like
00:09:36going crazy I still think that data as a whole data engineering data architecture data science data
00:09:42analysis project managers pro uh uh what what am i project managers program managers all these types
00:09:51of jobs in this data world are still going to be really really worthwhile in learning these skills
00:09:58and whatever you choose to learn data analysis is just one piece of that puzzle and it's 100% worth
00:10:05learning all of these skills are extremely useful to a lot of companies so yes it's still a great
00:10:11career path but of course with all the stuff in the economy happening right now uh it's just harder
00:10:17to get a job that's the honest truth of it um when is that going to subside I don't know
00:10:22uh I just
00:10:24don't I just don't but I hope it's sooner rather than later but it has a lot to do with
00:10:30interest rates
00:10:31with companies having capital to spend on hiring um the U.S. that's what my wife was literally texting
00:10:38me about this morning is that the you know the U.S. government plans on lowering interest rates
00:10:42it was going to make it easier for companies to take out loans to hire more people because most
00:10:47people most companies use debt to uh to pay their employees uh I can go on a I can make
00:10:55a whole video
00:10:56on that uh but it's pretty interesting what are some data analyst projects we should do as a fresher
00:11:03so if you're a beginner you're just starting out do some projects in SQL Excel Tableau get your feet
00:11:09wet with some simple ones I have so many projects on my channel just of simple projects but then go
00:11:16beyond that right do my guided project and then think of something that you want to do maybe it's
00:11:23some niche that you're really into maybe you're into anime or maybe you're into baseball or maybe
00:11:26you're into making pizza I don't know but there's data out there somewhere on something you're interested
00:11:32in I assure you so find that niche find something that you're interested in and get some data on it
00:11:37and then do something with it ask questions uh try to build uh you know some type of dashboard or
00:11:44visualization it doesn't matter what it is but try to build something because when you start building
00:11:48that's when you really start learning I am a big believer in that all right this is from Adleram
00:11:56Amara I don't know if I pronounced that right but I do my best uh how much Python do I
00:12:00need to know
00:12:01as a data analyst do I need to know the algorithms and data structures in my opinion uh data structures
00:12:09yes I think you need to know a little bit about data structures but not like an immense amount
00:12:13I think that I have a whole series on Python for beginners but then also pandas I would recommend
00:12:21learning pandas I just think that most people are going to use it most companies use it it's great
00:12:26for working with a medium amount of data if you want to work with big uh larger amounts of data
00:12:31you can look at polars and I'll do an entire series on polars in the future it's like pandas it's
00:12:36similar panda syntax but created for larger data sets and so I'm going to do a whole polar series in
00:12:43the future but I would look at those that that's kind of what I would just focus on there are
00:12:47so many
00:12:47other things I've used a ton of other things in my career but those are things that I had to
00:12:53learn
00:12:54because of you know certain use cases or you know I was trying to do it with pandas and it
00:12:59just wasn't
00:13:00working right so then I you know did some research online and found this other tool that I could use
00:13:04within python and so you know learn the learn the core skills of python and pandas first and then as
00:13:10you get into projects you'll see the limitations and you'll find other tools that can help
00:13:16uh do you think a do you think al I'm guessing you meant ai like chat gpt will make learning
00:13:22python
00:13:22and power bi are relevant no um you know there have been automations and stuff like that already
00:13:31around even in uh tools like you know bi tools for business intelligence for data visualization there
00:13:38have already been things that can automatically create dashboards and reports and things like that
00:13:42um ai takes it up a little bit of a notch but again some of the thing one of the
00:13:51most important
00:13:51things when you're creating visualizations is not creating a visualization it's creating impact
00:13:57something that people can use and that's something that people have always struggled with always I
00:14:03mean it's a common joke in the data world that people will build dashboards and no one will look at
00:14:08it it's because it doesn't really drive impact doesn't drive usefulness um and so I would say
00:14:14that just because something can be created easy or easier doesn't mean that now that skill is
00:14:20irrelevant knowing how to do it knowing how to you know really use it well and the more advanced
00:14:27things are not going to be things that I would say any ai system is going to be amazing at
00:14:32uh at least
00:14:33not yet so you know if you try to use copilots in excel for example it's very limited doesn't do
00:14:39a
00:14:39great job uh power bi you know uh tableau their ai systems are okay for right now but they're not
00:14:47life-changing and so you still need to know them yes we're going to get data to practice excel all
00:14:52right I talk about this every live stream I'm going to give you some two or three that I really
00:14:57like
00:14:57but I have a whole video on that on best places to get uh data one of the best ones
00:15:02to go to if
00:15:03you're looking for very simple easy to work with beginner level data is Kaggle so Kaggle.com if you
00:15:10want messy data sets that are a little bit more advanced then I would go to data.gov uh the
00:15:16government
00:15:16makes some great messy data um and then if you aren't really sure where to look there's something
00:15:21called google data set search so it's not google it's called google data set search it's a separate
00:15:26place within google and then you can search for topics like say health care or uh you know sports
00:15:33data or whatever it is and they will give you tons of different links to places where you can find
00:15:38that
00:15:38data that's where I would go give me one sec I'm gonna drink some water while I read more questions
00:15:50oh geez it skipped down sorry guys it skipped down I was about to read like some questions
00:15:58uh power bi or tableau okay so when you're first learning I think tableau is easier to learn I think
00:16:07it's an easier intro tool to learn I think that power bi has a lot more depth into it especially
00:16:12with just the core functionality and a lot more a lot of easier to do the data modeling and automation
00:16:18I think power bi as a tool is better so back when I was a manager we were when I
00:16:25came in all we use is
00:16:27like this internal tool within uh service now which is a Microsoft product and the data visualization
00:16:35was so limited I switched our whole team over to power bi um and then into Azure as well so
00:16:41into
00:16:41more into the Microsoft ecosystem but with more functionality power bi can do so much uh I do
00:16:47recommend power bi just as a whole and uh tableau is great for learning the basics though sorry I got
00:16:54itchy nose give me one sec I got allergies right now I just got allergies I'm sorry greetings from turkey
00:17:00alex thank you abraham turk I appreciate it uh this is from paulina gleneka I was asked to learn
00:17:08databricks at work what are your thoughts on databricks how to approach this subject I love databricks
00:17:12I used it for maybe three years um at one of my in my old job databricks is great I
00:17:19used a lot of
00:17:19high spark in uh databricks um databricks is primarily used for large data so I'm I'm assuming
00:17:29you're working at a place with a lot of data because if not databricks is going to be overkill
00:17:33like just complete overkill you don't need databricks uh but databricks is also really good for working
00:17:39with non or unstructured data um because it's really good with working with formats like json xml etc
00:17:48excuse me so um yeah databricks is great how do you approach learning databricks get into databricks
00:17:57um I have maybe it's one video I can't remember don't quote me on this I can't remember if the
00:18:04databricks video is on youtube or if it's in my course on analyst builder but I do a whole lesson
00:18:10on databricks about how to set up your cluster how to query it how to use it I I can't
00:18:16I don't
00:18:16know if I did it you'd have to look I can't remember I just I have too many videos I
00:18:20can't
00:18:20remember where I put it but um do that also just look up online how to use databricks you can
00:18:26set up
00:18:27a free uh a free system within um within databricks just to get going and try it out and play
00:18:34around
00:18:35with it so you can learn you know a good amount of like the basics for free evan simmons said
00:18:42hey
00:18:42brother what's going on evan thanks for joining I appreciate you being here you didn't have to do
00:18:48that let me see I'm a medical this is from fawad shah hi alex I'm a medical student I want
00:18:56to learn
00:18:56data analytics can you please guide me um that's I'm not a medical student but my background is
00:19:01health care uh if you really like health care but maybe you don't want to do the hands-on
00:19:06patient side of things learn data uh learn databases and learn specifically things like coding systems
00:19:15so you know icpt code or sorry cpt codes icd codes hixpix codes um learn the coding systems learn how
00:19:24health care as a whole works with claims data uh with insurance with uh medical providers with mips
00:19:31uh learn these things because your medical background can be really useful
00:19:41you don't know the answer to this I'm gonna I'm gonna ask this and I if anyone knows let me
00:19:45know
00:19:46richard uh tomlinson what's the hottest ai analyst tool for self-service analytics right now
00:19:51self-service analytics has always been a hot topic always been a hot topic in fact back when I was
00:19:58a
00:19:59data analyst and then a manager both of my teams were trying to do something called self-service
00:20:03analytics I've made many posts on LinkedIn about how I don't think self-service analytics is a good
00:20:08thing and or feasible um the issue with it and this is from just my experience is that people don't
00:20:19know what they want and then when if they do know what they want the data available to them usually
00:20:25isn't the data that they need and so then getting that data in making sure it's cleaned up creating
00:20:30the automations for it creating the dashboards for it is not self-service they can't do that
00:20:35themselves 95 of people in the business world can't do any of those things and so self-service
00:20:41analytics as a whole isn't really a it's like a it's an idyllic concept where people can just do
00:20:50it themselves but most business people don't know how to work with data they don't understand data
00:20:54um they don't understand even like how data types work and why data isn't looking correctly in a
00:21:01visualization like even those things like they just don't get it and so I don't really think I don't
00:21:07know I haven't been keeping up with AI analyst self-service analytics tools um I haven't I I but
00:21:14if anyone knows of any let me know and I'll look into it I'll do a little google search on
00:21:18it
00:21:24sunny singe is data analyst dead no there's hundreds of just in the u.s there are hundreds of thousands
00:21:30of
00:21:32jobs I don't I mean open right now but like just hiring and there's still a lot of people in
00:21:37the
00:21:37data world hiring there's just a lot of people who are trying to get into data analysis but data
00:21:42analysis as a whole is not dead there's so many jobs there's so many people working as data analysts
00:21:47I talk to them all the time there's so many people um who are hiring so many companies that are
00:21:52still
00:21:52hiring data analysts data data analysis as a whole is still very much needed and is still a growing um
00:21:59um a growing job field and that's a good thing there's just a lot of people who want to do
00:22:05it
00:22:05and so it's competitive and also the market isn't uh the best market is not the best
00:22:13hello oh this is from tchr I'm guessing teacher because later on he says teacher hello Alex good
00:22:18day I'm a physics teacher by profession but I want to change my career move into the field of data
00:22:22analytics through self-study what's your advice um that's awesome I love teachers um I've worked with a
00:22:29lot of teachers I've mentored many teachers as well um one-on-one and just you know to kind of
00:22:37take a step back you know when you've been into a career for a while do you want to utilize
00:22:42that
00:22:43area of expertise right you don't just want to switch over because then you have like 10 years
00:22:48as a teacher and then you're trying to switch into data analysis and most people are gonna be like
00:22:51that isn't useful so my number one advice would be to find somewhere whether it's your physics
00:22:58background whether it's your teaching background find companies that value that experience and
00:23:02target those companies so that's going to be a really big thing to do reach out to people in
00:23:07that field um just asking questions hey if you know you had my background how would you get into
00:23:12this job so reaching out and connecting with people is going to be really helpful the second
00:23:16thing is just learning the skills um and so learning how to use the tools I have a full free
00:23:21data
00:23:22analyst boot camp completely free just on YouTube just go take that that gets you you know really
00:23:27started in a good place for learning the skills that's my two biggest pieces of advice
00:23:33thank you for the birthday wishes he said trick you're welcome um hi alex lots of love from india
00:23:39lots of love from the u.s thanks for joining oh it skipped down i'm sorry guys increase the volume
00:23:46i
00:23:47really can't um i could get the microphone slightly closer but you just got to turn up the the volume
00:23:52on
00:23:52your computer how much sql is enough to get started with data analysis all right so this is these are
00:24:00two separate things one is how much do i need just to like be competent enough to get through maybe
00:24:05an
00:24:05interview and then how much is like do you use in the actual job how much do you need to
00:24:10know
00:24:12excuse me so just to get through interviews just to you know be knowledgeable be able to build a
00:24:18small project you need to know select from where group by order by the basics then you really need
00:24:26to know joins well i i can't tell you how many times in interviews i have failed when people ask
00:24:33me about joins joins are a little bit complicated until you use them and then um i would highly
00:24:39recommend learning window functions once you know those things and you know them well and i have videos
00:24:45on all of them once you know those things well you're good enough to like get through interviews
00:24:49build basic projects things like that then once you start getting job ready you're going to use all
00:24:54those things but then on top of that i would really recommend learning things like indexing learning
00:25:01things like um you know query optimization learning things like um how do you store procedures how to
00:25:09create triggers these are things that you will really impress and improve your career a lot and
00:25:15so i do recommend doing those things um but start out with the basics uh bester jnr python or r
00:25:25python
00:25:25i like r i have nothing against r i always joke about not liking r it's just because i love
00:25:31python
00:25:31so much you can do so many things uh it's like limitless what you can do with python
00:25:38so i would highly recommend learning python um if your company uses r learn r or if you want to
00:25:44be
00:25:45have just a bigger knowledge base then learn both that's what i would say alex how to explain our
00:25:53portfolio projects i don't know this is from an anas fazil that's a good question because maybe
00:25:59you've gone through my data analyst boot camp and you're like hey i built these projects but i don't
00:26:03know how to explain them so what you can do and this is like a really simple exercise but i
00:26:10used to
00:26:10do this with my wife um i used to do like mock interviews in front of the mirror or with
00:26:17my wife
00:26:17and she would ask me questions and excuse me what you can do is just pretend you're in an interview
00:26:25and they say so tell us what you know about sql and see how you respond okay i personally am
00:26:35not
00:26:35going to say well i've taken some courses on sql or i know aggregate functions and joins in sql what
00:26:42i'm going to say is i love sql sql is just amazing tool for database management i've built many projects
00:26:48in sql here's some of the projects that i built so then you can say i built this project that
00:26:55basically cleans the data moves the data into a database i analyze the data using these types of
00:27:00queries you need aggregations and using these things and then what i did after that is then i
00:27:05pulled i i created a you know a connection with a bi tool and i created a dashboard off of
00:27:10that
00:27:10so that when the data updates in sql it updates in the tool that goes way above and beyond what
00:27:15they're hoping for it makes you look really good so just talking about the projects you can talk a
00:27:20little bit about maybe what it was um how you did it um and just make some highlights um and
00:27:27this is
00:27:27just a really shameless plug but you can practice that question on analyst builder.com we have general
00:27:33questions and one of the questions is literally tell me what you know about sql or you know and then
00:27:39you
00:27:39can answer it and depending on how you answer it you'll get graded on it so that is another way
00:27:43to
00:27:43practice and talk about portfolio projects um as well as a beginner do i recommend sql guys sql is like
00:27:53the bread and butter of data professionals it just is you have to know sql i 100 recommend it
00:28:04oh this is a good question trick asked databricks or snowflake um
00:28:12i personally would start with databricks and i say start with databricks i think learning snowflake
00:28:18is good but um again they're both similar they're both competitors they're both in the similar space
00:28:26um snowflake to me is a slightly more niche thing it's slightly more niche tool so that's why i would
00:28:34say databricks i think more companies use it uh in my opinion i would have to look at the data
00:28:40on that
00:28:40that's just from like my experience i think databricks is more widely known or used and stuff
00:28:45like that's my assumption
00:28:50let me look
00:28:56this is just from philippe uh louise philippe
00:29:01uh senegas i butchered that i've completed the corsair and data camp data analyst courses but i
00:29:06honestly think i learned more from your videos thanks alex that is 100 i've heard that so many
00:29:11times now here's the truth and i i am not trying to dog data camp or corsair but one of
00:29:18the things
00:29:18that i struggled with a lot when i was first starting data analysis eight years or so ago is that
00:29:27the instructors and the people online weren't the best in the world and it cost money and i was
00:29:33very broke at the time like i had no money to spend so i bought i would wait for like
00:29:38big deals
00:29:39on udemy to get courses for like eight bucks because i couldn't afford them even when they
00:29:42were like 25 there was too expensive and so my videos i think if you really go through them and
00:29:49you go through and and like search for skills you're looking to learn and i've taught them
00:29:53they're going to teach you even more in some cases than paid courses and so i want to i've tried
00:30:01to
00:30:02create kind of this all-in-one place to learn data analysis and kind of you know make it easier
00:30:09for
00:30:09people to learn all around the world that's really been my goal and just give back to the community
00:30:13and so i'm glad to hear that i really am that makes me happy that's been my goal
00:30:17so take down corsair and data camp all right let's see hi alex just wanted to know when the two
00:30:23weeks
00:30:23free on your site is available so it's a it's available until uh the 17th i want to say
00:30:35i think it's the 17th so if you go down in the in the uh description below you can get
00:30:42two weeks free
00:30:42on analyst builder which you can take a full course for free just doing the two weeks um so
00:30:49analyst builder is my platform for data analysis it's a rival to things like data camp or um
00:30:55let's see maven analytics or leak code um or things like that because it has everything in one and then
00:31:02i'm your instructor for the courses and i think the courses are fantastic and you can do two weeks free
00:31:07just in the description um and if you're if it doesn't work for you then probably using a vpn because
00:31:13people have been messaging me a lot a lot of people saying hey it doesn't work in nigeria or it
00:31:18isn't working in certain parts of india and i'm like okay you got to use a vpn and then it's
00:31:22been
00:31:22working hey kasun is in the chats kasun vitnage he's in he says hello alex with a red hand i
00:31:28don't
00:31:28even know how you can make that emoji uh kasun's my right hand man uh he's my my uh essentially
00:31:35my
00:31:35partner my other half of analyst builder i'm like the face of it and then he him and his our
00:31:43whole team
00:31:43behind the scenes are what build all the cool stuff that we have on there so hey kasun thanks
00:31:49for joining you'd have to do that let's see i'm gonna keep going otherwise i could just chat with
00:31:54kasun for uh a long time but i think we have a meeting next week so i'll see you then
00:32:00all right let's keep going um race if i am aiming to learn python instead of r in google data
00:32:10analytics
00:32:10is it worth it or should we go with ibm data analytics um if you want to learn python instead
00:32:19of r and you're only going to do this on coursera take the ibm data analyst um path because they
00:32:26have
00:32:26they do a lot of python and then they have a they have another one i can't remember what it's
00:32:30called but it's one of the ibm ones that is just i think it's maybe their advanced one that's just
00:32:34purely python which is actually really good and i've taken that one
00:32:44let's see
00:32:49eplatform so this is from shrihari hi alex what platform do you recommend to learn on hand python
00:32:54for data analysis not just theory but uh hands-on practical all right now you're asking someone who
00:33:00has their own courses and stuff on this so of course i'm going to say my own so i have
00:33:05analyst
00:33:06builder.com do python programming for beginners as well as the pandas highly recommend those courses
00:33:11they go really in depth and they build you build a lot of things in fact the last two projects
00:33:16in the
00:33:16pandas course are probably some of the best projects on the platform um just in terms of technical
00:33:21depth um it's really good if you don't like analyst builder you're like nah i don't i don't want to
00:33:26do
00:33:26that um there are some good projects on data camp that i took many years ago that i liked um
00:33:33and then
00:33:34i want to say um for python there were um his name's chuck he's on youtube as well as coursera
00:33:42he has good python courses it's not geared necessarily towards data analysis but they are some of the best
00:33:49python courses that you'll find out there his name's chuck just type chuck python on youtube uh on google
00:33:56or youtube and you'll find it um he's really good is this live jean woo woo woo 404 is this
00:34:03live yes
00:34:04it's live i'm reading i'm reading this live
00:34:10can we start with data analysis with python instead of sql and excel absolutely if you hate
00:34:16sql and excel and you love python do it um there are companies out there believe it or not that
00:34:22use
00:34:22a lot of python and that's great but in using python you'll realize you really need to learn sql and
00:34:29excel
00:34:29too that's why i recommend starting with those because python can't do everything perfectly well
00:34:37so but yeah go ahead start with it if you like it oh it skipped down sorry guys sorry sorry
00:34:45it skips down to the bottom of the chat i'm like way up high in the chat
00:34:48and then it just randomly skips down i can't control it
00:34:54let's see let's see let's see
00:35:01music max is doing masters in business analytics worth it considering the fact that
00:35:06previous qualifications was in non-data field um so it a master's degree in analytics is not a bad
00:35:15thing right if you get it it will not hurt your chances of in fact it will definitely increase
00:35:20your chances of getting a job but you have to think about the time the cost the uh opportunities
00:35:27lost in those year two years for that program is it worth it for you it may be worth it
00:35:33for other
00:35:33people it might not be worth it for example if you have the money and you're not working right now
00:35:37and you have the time then yeah do it why not it doesn't hurt that does not hurt to get
00:35:43a master's
00:35:43degree uh but if you could get a job in that time and have a job for two years instead
00:35:49of a master's
00:35:49degree for two years a job will be way more worth it 100 i used to think i needed to
00:35:54go back and get
00:35:55a master's degree but i just realized as i got farther along in my career i was like
00:35:59i don't think i do i don't i think people just care about what i know um they don't maybe
00:36:04on
00:36:04paper on a resume it'll look better if i had a master's degree but um i was like people just
00:36:10want
00:36:10people who can do the work well um and that's what they care about and so if you have the
00:36:15time
00:36:15and money yeah then yeah go for it it does not hurt let's keep looking see now i went too
00:36:25far out
00:36:28om mishra how do i stay consistent please share some tips so this is something that a lot of people
00:36:34struggle with um i think that consistency is has a lot of factors to it right maybe you have a
00:36:44family
00:36:44you have a full-time job you have little kids it's gonna be hard to stay consistent uh just
00:36:50because you have so many things in your life but if if it's not that if it's you know you're
00:36:55just
00:36:56getting distracted a lot you're not staying super motivated um that to me is you know a totally
00:37:02different thing so if you're just really busy then you know finding time might just be hey at the end
00:37:08of the night instead of watching netflix then i'm gonna do some studying but if it's a motivation
00:37:13thing then you know really digging down and figuring out why you want to do it figuring out
00:37:19that motivation behind it and then setting you know steps in place to have that discipline maybe
00:37:25that's the first thing you do in the morning instead of other things uh just to kind of start
00:37:30your day off right but you know there um there are a lot of videos and stuff that you can
00:37:36do to help
00:37:37stay consistent but i haven't made those videos but um you know i would look into those
00:37:44mystery said this is amazing thank you you're great hey i'm glad it's helpful that's why i do this
00:37:48so i started doing this about a month and a half ago um because i was having so many people
00:37:54ask
00:37:54questions on email and linkedin and instagram and x i just couldn't it's so hard to keep up with all
00:38:00of
00:38:00it so i started doing a weekly uh live stream just to answer people's questions and to spend some time
00:38:05with you guys um so i'm really glad to hear it's helpful all right this is an interesting one well
00:38:12done sir i've been watching your mysql tutorials and i see it being used for data cleaning and analyzing
00:38:17which can be done in excel or power bi what makes sql different that's a great question
00:38:24all right so think about it like in i'll i'll say simple terms but think about it in a really
00:38:31simple
00:38:32way so there are limitations on how much data can be stored in excel you once you get past like
00:38:40a
00:38:40million three hundred thousand rows or a certain amount of of memory can't store it anymore that's
00:38:47a problem power bi can only handle so much data uh being fed into it at a time that's a
00:38:56problem
00:38:57sql can store just about as much data as you need so on a small scale you can do as
00:39:03much data analysis
00:39:04as you want in excel and that would be perfectly fine for some companies as you get bigger excel
00:39:10starts becoming too small and so you can either break it out into a bunch of excels and do repetitive
00:39:19work or you can put it all in sql which was designed and optimized to store structured data
00:39:23really efficiently that is what sql is for so it's structured query language it's a sql database
00:39:31it's meant for structured data and so you can store a hundred times more data that's just a random
00:39:37number but let's say a thousand times more data that's what sql is for um sql is also really great
00:39:43for creating automated systems at scale so even you know in the cloud when you're working with
00:39:50millions or billions of rows people are still going to use some version of a sql database
00:39:54so it's not just about usability it's also about fundamental skills that are transferable even into
00:40:00the cloud because sql just working with structured data and then of course eventually working with
00:40:05unstructured data is a very big skill very big skill
00:40:12anas fazil my resume is not getting shortlisted for data analyst roles is it because i'm pursuing
00:40:17my masters 2024 to 2026 and companies don't want to hire me since they would have to give me leaves
00:40:24um i don't know that could play a part i know if back when i was a hiring manager if
00:40:30i saw someone who's
00:40:31in the middle of a master's program um i would ask them about it if they got into an interview
00:40:35i would say really make sure your resume is good i have a few videos on um youtube about optimizing
00:40:42your resume as well as your like linkedin profile for getting interviews but if you're not getting
00:40:47interviews you're probably not getting past that first level those ats systems where they're
00:40:53automatically looking at them seeing if they're fit for certain positions you're most likely not
00:40:57getting those if you're getting into interviews then you're failing them that's a totally different
00:41:00issue but um it might be but it's hard to say every company is very different
00:41:10ni uh niharika sika thanks a lot really love the work you do and hope you keep doing this
00:41:16i'm in college and i want to let you know that my classmates follow you too oh hey that's awesome
00:41:20and i'm in india and i can avail i cannot get two weeks oh i can avail the two weeks
00:41:26free no problem
00:41:26okay awesome that's great certain people um in india kenya nigeria were having issues and so my team
00:41:35we've been helping people uh you know get access but um using a vpn if you if you're not using
00:41:42a vpn
00:41:42definitely use a vpn that might help but i'm really glad to hear that and i'm glad that i i
00:41:47it's been
00:41:48helpful that's bi tool that's not power bi or tableau uh this is from richard uh tomlinson he has
00:41:55great questions i it's really hard to say so tableau and power bi are so big for a reason
00:42:01they're big because they're very capable of doing a lot of what you need all the a lot of the
00:42:08other
00:42:08tools out there and i've used a lot of tool bi tools are kind of like use case by use
00:42:13case um do
00:42:15you need something that you can uh embed into a web into like your website do you need something that
00:42:22people anyone will be able to get access to and they can all log in and look at their own
00:42:26analysis
00:42:26um then that's a totally different tool and so it's hard for me to say i i don't even i
00:42:33don't
00:42:33want to give an answer because i feel like it's just going to be really dependent on the use case
00:42:39so if you give me a use case if you say what about for this use case then i could
00:42:43give you an answer
00:42:44um i've used unfortunately too many bi tools but again power bi and tableau are staples for a reason
00:42:50is they're for for certain companies are decently priced um tableau gets expensive power bi does
00:42:58get expensive but it's cheaper um anyways not a not important line of thought to go down um i was
00:43:07about to just go on a tangent all right barnabas toth hi alex what do you think about changing roles
00:43:15from data analyst to engineer go for it what would you recommend for that um i myself thought about
00:43:21that many years ago uh i think data engineering is fantastic i love data engineering i also love data
00:43:25architecture i've been getting really into that kind of stuff because i feel like i've capped out in
00:43:31certain areas of data analysis then my skills are now spreading um into other areas for data
00:43:37engineering i would personally start with just building basic pipelines don't get anything fancy
00:43:45uh seattle data guy has some great data engineering content on building uh stuff like that as well as
00:43:50um oh gosh why am i blanking on his name
00:43:58uh
00:44:02i can't i'm totally blanking out i see him in my head i i just can't think of his name
00:44:07but data there's data engineering uh content out there where you can build basic data pipelines
00:44:12i would recommend doing that build the data pipelines in sql um into power bi from the cloud
00:44:18into sql from sql into the cloud build these pipelines and then um you know that's like the
00:44:24very basics building data pipelines that's that's the very basics in my opinion so start with that
00:44:30though
00:44:38this is a good question i'll answer it but i i do have some caveats to it this is from
00:44:42racundo
00:44:42micah are there any free courses that can teach data analysis because the whole paying thing works
00:44:48when you have the money and right now we want to learn so we get employed um sorry i have
00:44:54allergies
00:44:55my nose is very itchy um so that we're paying for advanced so i basically i think what you're talking
00:45:01about is where you either you pay through uh over time or you pay after you get the job um
00:45:08there are
00:45:09ones out there like that now i used to partner with one called career foundry um career foundry
00:45:17many years ago when i was partnering with them like two years ago their mentors were all people
00:45:22in person they get graded feedback that was not ai generated and i had a lot of good feedback from
00:45:28it
00:45:28um recently uh they've been getting feedback that a lot of it's just ai generated they meet with
00:45:34their mentor like once a week or once a month instead of once a week and it's not as helpful
00:45:38and they don't really do the help job placement thing afterwards it's just a mess and so i don't
00:45:43really recommend any of those programs right now there's none that i but you can look into career
00:45:47foundry that was one that i used to partner with but i don't really they've changed their systems
00:45:52have changed with ai they're trying to implement all these things um
00:45:58yeah anyways sorry i was seeing if i have a tissue i'm gonna see if my wife can bring me
00:46:02a tissue i'm
00:46:03like my allergies got kicked up all of a sudden i'm gonna say hey can you bring me some tissues
00:46:10or something to blow my nose sorry guys
00:46:16allergies are kicking up
00:46:19yeah sorry it's just it's just my life right now i live in south carolina i got allergies
00:46:23i didn't they they weren't that bad this morning until like of course when i start talking
00:46:32um let's see let's see let's see
00:46:39yes so raisa i just completed dr chuck's pie for everyone this python for everyone course it's one
00:46:46of the best hands-on course i agree i agree it's a fantastic python course
00:46:52yeah currently follow uh this is from jaw hi alex i'm currently following your 24 hours boot camp
00:46:56we'll apply for data analytics training on monday thanks for the help awesome i'm actually about to
00:47:01make that a lot longer because i'm going to add r because we're almost done with the r series and
00:47:06then i'm going to add that my git and github series it's going to be after that it's going to
00:47:09add like another four hours of content so it'll be like a 28 hour boot camp um and then i'll
00:47:15have to
00:47:15make a new certificate for that one um but yeah that's a really great free boot camp for sure
00:47:27um
00:47:34yeah i don't know what that means i'm reading questions but i don't even know what that one is
00:47:40um anastasia can you recommend me a recruiter for a more remote job i used to be an accountant i
00:47:45live
00:47:45in egypt i have aws sql excel power behind some machine learning so the thing about recruiters is
00:47:52there isn't really just one that fits all when i was living out in dallas and that's where i got
00:47:56most of my like in-person jobs um the recruiters that i was working with lived in dallas they were
00:48:02local to that area um and so a recruiter that i would recommend to you wouldn't be most likely
00:48:08helpful what you need to do is you need to reach out to recruiters yourself so maybe uh you know
00:48:14where somewhere where you live some metropolitan area where you live hires a lot of people in the
00:48:18data world or maybe it's in the u.s or it's where you know wherever you're wanting to move i
00:48:23would
00:48:23reach out to people who are in that area let's say you wanted to move out to dallas well then
00:48:28i would
00:48:29have a recruiter to recommend you to because uh you know i know recruiters in that area but uh you
00:48:36know you can also reach out to recruiters at companies i have a whole video of how to land a
00:48:40job
00:48:41through linkedin that's on my youtube uh channel and that teaches you and shows you exactly how to find
00:48:47recruiters and reach out to them that's what i would do that is how i'd find them
00:48:54can i do more projects on power bi this is from jamo occurret occurret occurret uh yes i plan on
00:49:03uh
00:49:04soon doing an entire series where i start piecing together all these different tools into larger
00:49:11projects so it's going to start with data in excel and then it's going to be like in the system
00:49:17the
00:49:17first video is going to be how to extract that data automate that data into like excel files
00:49:21then the next video getting excel into sql and then automating that process in sql and then the
00:49:29next video is going to be taking that data in sql and putting it into power bi um that's going
00:49:33to be
00:49:33like a series of like three that's gonna be like one project for like three or four videos and then
00:49:38i'll do that for other things i'll do in the cloud and i'll do it with r i'll do with
00:49:42python i'll have a
00:49:42whole series of projects that are really cool it's going to be pretty awesome but that's in the that
00:49:48might be towards the end of this year stain hello alex first time joining live welcome we have about
00:49:57eight minutes um in eight minutes i'm going to create codes that you can get and redeem a free
00:50:05course not everyone's going to get it i'll tell you how it works in a little bit um uh i'm
00:50:11gonna sit
00:50:11up for a second my back's hurting um but those free courses are on analyst builder.com you need
00:50:16an account to redeem them i'm just going to tell you up front you need an account i don't make
00:50:21the
00:50:22rules that's just how it is um but i'll walk you through how to do that in a little bit
00:50:26but you'll
00:50:26need analyst builder pulled up on your screen in order to redeem the code to get a free course
00:50:31all right let's keep going
00:50:37next level coding absolutely love your content thank you i'm really glad it's helpful
00:50:47let's see let's see
00:50:51i've answered a lot of these types of questions already and so i'm skipping some
00:51:07uh next level coding said question alex i'm a senior data scientist working for a fintech
00:51:12startup that is not going to survive much longer that's not good i'm guessing it's either losing
00:51:16funding or it's getting bought out and you just aren't part of that merger that's usually what
00:51:21happens with startups um like you either get acquired or they go out of business that's like
00:51:2698 of startups there are the few that you know really ride and go hype i would start networking now
00:51:33um start start reaching out to people in your network start reaching out to um recruiters while
00:51:39you still have a job it's much easier to get a job when you have a job
00:51:53this thing skipped down all right give me a sec
00:52:09i'm just reading through questions give me a second
00:52:22this is an interesting one i haven't fully thought it out yet but i'll answer it abdel
00:52:30kadir hanuni hello alex i'm a master's degree holder specializing in nlp which means natural
00:52:36language processing i want to learn data analytics give me one second one second
00:52:43excuse me i told you it's allergies i can't i can't stop it um i want to learn data and
00:52:49analytics
00:52:50uh what do you think is the best step so natural language processing is really cool i literally
00:52:57sat beside the guy at my previous job who worked on all of our natural language processing stuff and
00:53:02so i got to learn a ton from him um it was really cool um and a lot of it
00:53:07is involved with some
00:53:10machine learning but there are tools out there that help with natural language processing
00:53:14with ai help natural language processing uh has been integrated with some as ai stuff but it's still
00:53:19a lot of machine learning um what do you think of this step uh it depends on what you know
00:53:25right so if you're specializing in natural language processing you have some tools some
00:53:29technical expertise under your belt i definitely would continue learning all these tools that i've been
00:53:36talking about sql excel um python r you know aws azure these tools are going to be very very helpful
00:53:43but uh natural language processing is a an entire field of itself and so if you know companies that
00:53:52would value that in their analysis to do data quality and and all these things then um you know you
00:53:58can
00:53:58definitely transition there's there's lots of opportunity there especially since that's a pretty technical role
00:54:11saeed ali i'm doing a master's in germany i don't have any experience in data analytics i finished
00:54:16your data analyst boot camp and completed projects what do you suggest i make a cv in order to secure
00:54:21how can i make a cv in order to secure an internship so making a resume and uh i guess
00:54:28a cover letter if
00:54:29you want it if you want to do that is really important uh the resume is probably one of your
00:54:33most
00:54:34important things as well as making something like a linkedin profile i highly recommend doing that
00:54:37but i have lots of videos on how to make resumes if you go on analystbuilder.com and go to
00:54:44the
00:54:44resources there are free templates for resumes both beginner and advanced um and so i would recommend
00:54:51using those templates and then filling in your information put your projects on there um you know put
00:54:57your information degrees and skills and everything in there that's what i would do
00:55:04anastasia are you going to give more detailed aws courses it's a very hard line i don't know what
00:55:09a hard line means i don't know what that means but um i may do an advanced course in the
00:55:14future
00:55:14uh to dive into a lot of those skills a lot more but i have a whole aws series and
00:55:20azure series
00:55:21on my youtube channel and a full aws and azure course on analyst builder and they do go they
00:55:28really get you started uh really well
00:55:41let's see let's see uh vitali please make a video on how you do omelets um i make omelets a
00:55:55lot for my
00:55:56family i am the breakfast cooker of the family so every morning i cook my family breakfast that's my
00:56:01thing my wife does lunches and dinners she's the chef of the home but i make the breakfast because
00:56:05they're easy um and i can and so um no i probably won't make a video on that though it
00:56:10would not be
00:56:11very popular nor very good there's chef channels out there that would be much better um
00:56:21let's see let's see
00:56:25what do i think about ai agents replacing entry-level data analysts um i think that we just have to
00:56:32see
00:56:32where things go right ai agents right now can do some really cool stuff but um replacing a full-on
00:56:40data analyst as of right now is is just not happening um they're trying but it's just not
00:56:47it's not happening for any so like even data engineers data scientists data analysts data
00:56:52architecture these types of jobs that's what they're trying to do and they're trying to create
00:56:57these things and what they keep doing is when they keep creating them and i keep up to date as
00:57:01much as
00:57:02i possibly can on this stuff it's some areas it's useful and then other areas it's completely failing
00:57:10horribly and it's not useful at all and so um maybe in like 10 15 years or maybe if things
00:57:16progress
00:57:17crazy fast but i just the need for a human to be able to communicate and talk and and use
00:57:26these ai
00:57:26systems and and talk to other clients and stakeholders and all these things and understand
00:57:32all the nuances of the data that they're working with and what the customer really wants and yada yada
00:57:36these are things that are really going to be difficult i mean on a computer though agents can
00:57:41do certain things but no i don't think um any there's not going to be a uh substantial replacement
00:57:50of these rules um in my opinion right now they're trying and and here's what's here's genuinely what's
00:57:58happening in the market right now is uh people are getting let go people are getting let off mostly
00:58:04for economic reasons this whole ai is replacing all the jobs thing is in the data world specifically
00:58:12is not really happening um because when people are laying off their data teams for these ai agents
00:58:19and ai stuff they're hiring them back like almost immediately and we see that a lot like if you just
00:58:23type in people rehiring data people it happens a lot because they're trying to replace them they think
00:58:29it'll replace them they end up losing a ton of money because there's it's just too difficult for ai
00:58:34systems right now to do well at all um and then it just yeah just happens just happens so no
00:58:41i'm
00:58:41not super concerned about it is posting daily or frequently about learning helpful on linkedin
00:58:52uh i'm gonna say cookie uh that's the name of the person it's just an interesting name but is uh
00:58:58you don't have to do it but if you like to do it then i would recommend you do it
00:59:02you can build a
00:59:04little bit of a brand maybe a tiny audience um but you never know what happens is gonna happen when
00:59:09you post when i first started five years ago five and a half years ago now i just started posting
00:59:15i
00:59:15nobody knew who i was i just started posting on youtube and on linkedin and i just did it because
00:59:21i was interested in it i wanted to help people um do the same you can do the same just
00:59:27see what
00:59:27happens it doesn't hurt to post no one's gonna no one's gonna be mad at you all right guys i'm
00:59:33gonna
00:59:33answer like one more question and then we're gonna do the giveaway um no no omelet tutorial sorry guys
00:59:42sorry to disappoint let's see let's see let's see
00:59:57no i don't answer that question
01:00:04uh i'll just the last thing i'll say is melody said
01:00:10um ai taking data analysis jobs is literally just sci-fi i think in my opinion we're just gonna
01:00:16it's a new tool to use that we're gonna work alongside i think ai is gonna have a lot of
01:00:20upside
01:00:21but with these new tools comes so much complexity and so many issues that right now you're definitely
01:00:27not gonna see people uh replacing why am i ignoring your question uh probably because i've
01:00:33answered it before and i'm not gonna answer every question so i i saw that and i probably read your
01:00:39question before but i probably am not reading it because uh either i've answered it before or um
01:00:44it maybe just wasn't a good question i don't know i i hey listen i'm just being honest all right
01:00:50we are all done with questions for the day what i'm gonna do is i am going to come over
01:00:57here
01:00:59and on my screen i'm going to create some codes now all you have to do is you need to
01:01:04go to
01:01:05analystbuilder.com you have to log in go to pricing go to courses and then click on any course that
01:01:16you
01:01:16would want um let's say you want the microsoft power bi uh microsoft power bi desktop for business
01:01:23intelligence you're gonna click buy i don't want you to buy it that's not what i'm here to do i'm
01:01:28not trying to sell you anything i'm just trying to give you a code and then you have to redeem
01:01:33it and
01:01:34then um get it what you're gonna do is there's a place where you can type in a code i'm
01:01:40gonna give
01:01:40you a code if you are the first person to redeem the code and then purchase for free because it'll
01:01:48go
01:01:48that course for free if you don't then you didn't get it or if there's an error if it says
01:01:54it's
01:01:55invalid or whatever it is that just means you didn't win and i'm sorry i can't uh i can't control
01:02:01that all right i'm gonna create this code this one person can redeem this um i stopped creating codes
01:02:08before the videos because people were guessing them they know me too well um so
01:02:16this code is all caps one word all together the code is i love aws i love aws
01:02:28so if you go and redeem that code you're gonna redeem it it'll go down to zero then you'll click
01:02:32purchase but you're not purchasing anything it's free um if you're the first person to use that code
01:02:38you get that course for free i hope you chose the aws course
01:02:44the next code that i'm gonna do oh my wife's texting me now
01:02:54the next code that i'm gonna do and you guessed it it's i love azure uh somebody redeemed the i
01:03:01love
01:03:01aws if you did let me know who it was or what you uh redeemed because i'd be very curious
01:03:07i'm very
01:03:08curious uh what people chose i just like i like knowing i want to know what you chose i want
01:03:16to
01:03:16know what you were interested in so if you got the aws course let me know
01:03:24all right someone redeemed that one already fantastic i'm gonna give away three more codes
01:03:31uh and actually i'm gonna give one code but it can be redeemed by three people so you'll have a
01:03:36better chance on this one just to redeem it because you're you you just have a better chance
01:03:40um this one's just uh simple
01:03:50the code
01:03:55thank you man what sure
01:04:00all right one second the code is data all caps the code is data and that can be redeemed by
01:04:08three
01:04:08people where's my thing here it is by three people and that's our last code um this is uh our
01:04:16newest
01:04:17pup pup her name's penny and uh she's super sweet she's by far our sweetest most loving kind dog
01:04:31yeah yeah her name's penny her name's actually penelope but we call her penny
01:04:37and she's super sweet and this is her first time on camera she's a little shy
01:04:42yeah and now she's going away bye penny we love you
01:04:47thanks baby
01:04:50um my wife handed me to her she didn't fly in here
01:04:53uh but that is the end of the live stream
01:04:57i hope uh if you got one of the codes let me know what it was
01:05:02i hope that uh you enjoy that course that's helpful to you
01:05:06uh that you chose one that you really wanted
01:05:09um and i just like i'm really curious uh to see what you got
01:05:15so i will be doing this next week next thursday at 9 a.m eastern standard time same time as
01:05:21this
01:05:21time i'm just gonna do it every week um trick got the data one awesome hey happy birthday that is
01:05:28my birthday gift to you you kind of earned it though because you did the work to get it um
01:05:33but
01:05:33that is my gift to you happy birthday i'm really really really happy that you got it hope you love
01:05:38it um and that's it that is it we are all done with this live stream i hope that uh
01:05:45you guys have
01:05:45a wonderful day have a good rest of the week and i will see you next week hey got the
01:05:51aws azure
01:05:52course that is a really good course very very very good course all right guys i am all done uh
01:05:59i
01:05:59will see you next week i love you i care about you uh keep up the good work don't give
01:06:05up and
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