Hey there, thank you for watching! Check out the full data report in Datalore 👉 jb.gg/datalore-notebook
@leonardoalvarado7632Ай бұрын
Wow, thanks for sharing the notebook! This is going to be super helpful for practicing data science reports
@franckb.8071Ай бұрын
1 - Be Good / 2 - Have a strong Portfolio / 3 - Network. Perfect!
@datping7377Ай бұрын
Thank you! I'd like to tip you 13 minutes!
@GoodByeSkyHarborLiveАй бұрын
how do you network in this field?
@titandarknight2698Ай бұрын
@@GoodByeSkyHarborLive beg and lick peoples shoes
@hold.aaronnormanАй бұрын
❤
@redforest3740Ай бұрын
In this day and age, networking while having a decent portfolio is just about the only way to enter this kind of job market. Trying on my own I easily spent a year looking. All I had to do was mention something to my brother, who knew someone in a nice position at a nice company, and bam the next day I spoke to the guy in person and landed an internship without him even properly looking into me. Welcome to 2024, where hard work sometimes means absolutely nothing when you know the right people...now I get to fight imposter syndrome instead of looking for a job haha (communication skills can help you bypass a lot of tough things too though. My ability to relate to people and keep things easy and fun are probably the only reason the guy didn't decide to look further into me after we met in person, and I've had other family members who are in 'hiring' positions say the same. I'm considered academically stupid and bottom-of-the-barrel, but being a great communicator singlehandedly changed all that. Obviously there's quite a bit of luck in play with all that, just so whoever is reading this doesn't feel deceived lol.
@niilousnelson3771Ай бұрын
For someone who is getting serious with data as a career choice, your channel is very helpful and your video quality has improved a lot. Very insightful content..
@niilousnelson3771Ай бұрын
Do you have a video on how someone beginning their data journey with SQL and Python can find practice questions/projects that can sharpen their skills. These projects can be either free or paid.
@Thuvu5Ай бұрын
Thank you so much, I'm so appreciated of this. Regarding the practice questions/ projects, I'm creating exactly these as part of my new Python for DS/AI projects course. I expect to be launching it in a few weeks 🎉
@niilousnelson3771Ай бұрын
@@Thuvu5 Great.. Looking forward to your course. Can't wait.
@GoodByeSkyHarborLiveАй бұрын
@@Thuvu5 so learning python for DS/AI will be very different than learning for programming/CS?
@rohankupate5917Ай бұрын
is it on KZbin?@@Thuvu5
@francogionardoАй бұрын
At 2022, i started to research about data roles and your videos was so inspiring for me, now im working as a machine Learning engineer, and is great to back to see you @Thu Vu, thank you so much. All that you mentioned in this video is true, i love the line that separates the Machine Learning engineer and AI engineer, is the API line, its really true and funny. But i´d like to add something focused on ML engineers. The maths, the back propagation, the kmean models and the metrics of finetunning is so usefull to understand how works the ML and DL models, derivatives is everything. Thank you so much @Thu Vu.
@Thuvu5Ай бұрын
Wow that’s awesome! Congrats on your journey 🎉. Thanks for sharing your thoughts!
@BlackSwan-sq2iwАй бұрын
Prompt engineering is hot right now but trust me, that demand is transitory. In the future, LLMs will be sophisticated enough that prompt engineering will not be required. Instead spend more time learning foundational machine learning skills beyond LLMs and prompts. Build deep domain knowledge in an industry or business segment. There is a huge demand for people who have the technical skills and the business domain expertise, and this demand will continue to grow in the foreseeable future.
@nada-bz1pgАй бұрын
Could you elaborate more please about the deep domain knowledge ...
@devasmitakundu8874Ай бұрын
DSPy is already changing the field
@ardgeorge4175Ай бұрын
Exactly. Been building a small business with a team of ‘business excellence’ guys coupled with tech guys. Works perfectly (most of the times tech guys start appearing only after like 3-4 months in the project)
@jurassicthunderАй бұрын
@@nada-bz1pghe just wanted to sound smart 🤓 he thinks we all can be amongst the elites.
@onyemaifuma2805Ай бұрын
Feel free to elaborate and provide specific job roles/titles.
@emmanuelameyaw9735Ай бұрын
Interviewer: are you proficient in python? Interviewee: No, I am intermediate...but don't worry, I work all the time with my AI assistant who is proficient in python. I am proficient in domain knowledge though.
@trinhnguyenkn7624Ай бұрын
I really admire your channel, Thu! Wish you great health to keep up the great work!
@Thuvu5Ай бұрын
Aw I appreciate that! Thank you for watching, wish you all the best too! 🤗
@joneskiller8Ай бұрын
I didn't go over the entire video, but I can tell you this: Every Tom, Jane, and Julietta nowadays know or claim to know Python and SQL, and the ratio is totally off. For every job that requires a Python person, there are about 2000 claimers for that job. It is no longer about knowing things; there is a lot more in play, including favoritism and other factors that may not be fair.
@Ghostrider-ul7xnАй бұрын
Suggesting to learn SQL and python to find data jobs is very similar to telling people to do "Self improvement" to find partners lol. When you have almost everyone who is self improving, at some point they will reach a ceiling that cannot be surpassed, at which point, genetics, favoritism, biases etc all play more important roles than your knowledge or hard work.
@Im_SDАй бұрын
Better join Army. Even if you die you won't regret it.
@ZakarieAbdihakimАй бұрын
@@Ghostrider-ul7xn what do u suggest to improve the chances ?
@tanthole0306Ай бұрын
I have the same thoughts. Everyone claims they know Python, SQL, Tableau, etc. so this piece of advice is not really helpful.
@MiguelOliveira-wz4juАй бұрын
@@Ghostrider-ul7xn having the skills is the bare minimum. its much more important to bullshit your way to get a job. like in dating, being bold and confident, overselling your self goes a long way
@gdj777Ай бұрын
Raising chickens is so relaxing. They give you eggs too.
@getsibethmaestre7922Ай бұрын
Girl, I'm a Data Scientist myself, but still new in the field. I didn't know I needed this video! Thanks for sharing❤
@Thuvu5Ай бұрын
Great to hear! Thanks for watching 🤗
@celizalde.c18 күн бұрын
Hi
@LukeBarousseАй бұрын
Python and SQL are 👑 Great research, Thu! 🙌
@Thuvu5Ай бұрын
Thanks Luke ❤️. Thank you for creating such a valuable job database for us data nerds 🎉
@saravanakumar6617Ай бұрын
by the time we get the grip of AI and start applying for jobs, there will be another skill that will supersede AI 😂
@MHNK77Ай бұрын
Not really. At the end of the day it's all math, programming and statistics
@PavithraGH3018 күн бұрын
Is it☹️
@saravanakumar661718 күн бұрын
@@PavithraGH30 hey don't get discouraged. i was just kidding. anything that you learn will be useful in the future 😊
@DAB0098 күн бұрын
farming ? 😂
@PavithraGH308 күн бұрын
Ok thank yu@@saravanakumar6617
@carlosrojas955 күн бұрын
Offshore freelancing is a big thing too, companies can find good analysts by a quarter of the US salaries
@eto38581Ай бұрын
As a software developer & data analyst, I am confident that data jobs won't be replaced easily comparing to software jobs. Data analysis requires more intense attention. I can write poor code when I am underslept, it would still work but it won't be the best practise. When I am underslept, one simple mistake in data analytics results in very important metrics being calculated wrongly, making the whole report useless sometimes. One comma, one number destorys the report.
@OluwajuwonloOWOJORIАй бұрын
Which one is easier to grasp between software engineer and data analysis or scientist
@eto38581Ай бұрын
@@OluwajuwonloOWOJORI get a CS degree first. you will be able to do all of them. don't even bother without a degree at this point.
@OluwajuwonloOWOJORIАй бұрын
@@eto38581 I have a masters degree in Demography and Social Statistics so I have a good understanding of data. My question is, is Data science tougher to learn than software engineer? Should I stick with data analysis?
@JESUSISMYEVERYTHING229 күн бұрын
@@eto38581 really CS degree?? I have BBA and MBA i wanted to be a data analyst i am a fresher right now.. there is no much companies that hires for data analyst
@andrewhancock245114 күн бұрын
Fully agree with SQL as indoctrinating analysts into critical ways of thinking of high volume data in terms of relational algebra. Apart from AI/MO, even for operational research, relational algebra *is* available in 4GLs like Python, but it's far more expedient in SQL (and is the focus of SQL). Once you have experience in the concepts and practice, you can battle the syntax and navigate the APIs of Python packages, but trying to do both can stunt progress in both. Also fully agree that technical skills need to be complemented with domain knowledge.
@sk3ffingtonaiАй бұрын
Thank you for your extensive and deep research and then sharing it!!
@gosupervaАй бұрын
Thanks for reminding us that the fundamentals matter even in a changing market. Focus on your skills, build a strong portfolio and network! That's the winning combination. 👍
@marcellodichieraАй бұрын
Lovely and insightful video as usual Thu. About job and job data, I think also that one of the problems is that companies in specific sectors that are a bit behind in terms of Data strategy/data savvy(like the financial and investment sector/s for example) they post job profiles and job specs that include 1000000 skills requested because they don't have clear the type of profile they want so they look (again, this is a very simplified example.. to try to be short in the comment) for people that have technical skills (coding, SQL, statistics, math) , business domain, data interpretation and data storytelling skills and also skills on how to talk to key stakeholders and management. So people are sometimes afraid to apply because they cannot have all these skills at the same time. They are confused and they demotivate some people to apply. Sorry for the long post
@Thuvu5Ай бұрын
You're absolutely right, this is a problem in the industry. I recently read the book "The Big Con" and it has very eloquently pointed out that many companies/ organisations turned to consulting firms and pay a ton because they have no clue what to do and what kind of expertise they need 😅
@kimnganphanngoc597Ай бұрын
Hello Thu, I am an international student in Canada pursuing CS and currently in my fourth year, I am working on my Data portfolio to get into DS. I am doing a QA internship, I thought that my QA exp wouldn't contribute much to my profile as a Data professional, but your video has broadened my view a lot and provided insightful points into the field's trend. It is hard right now to get a foot in the door, but I won't give up on my DS goals. Thank you so much and wish you all the best on growing your channel.
@yuva204Ай бұрын
@kimnganphanngoc597 How does QA help in Data analytics?
@kimnganphanngoc597Ай бұрын
@@yuva204 you can check the video again at 8:25
@DabayareАй бұрын
I saw ppl who call themselves data analysists and all they do is watch football match and count the number of touches a player has during the game and they keep reporting that to a cloud server which TV stations use. Many others are also doing the same job tracking the other players from the same game.
@ogorchukwudandavies4213Ай бұрын
This is a much-needed info Thu, Thanks for making this💯💯💯
@anuraaganathАй бұрын
Thanks for such an informative video Thu. Thanks for making the points too clear. Now I feel good about looking into the job market.
@churipipa5 күн бұрын
Impressive research! just got me more motivated.
@joeskwara582322 күн бұрын
Im a recruiter specializing in data and AI roles specifically in the BFSI space. I appreciate her analysis. Let me add one piece of advice. Companies want data employees to show they can last at an employer longer than 18 months. Stop the job hopping. I know too many highly talented unemployed people that moved too much. Now they are in trouble willing to take whatever they can
@maveriks463Ай бұрын
Good analysis...👍However it's definitely worth adding a regional context to the data... Are the trends US vs Europe Vs rest of the world... How do the trends differ across regions etc...
@narangfamily7668Ай бұрын
Amazing analysis Thu! I really admire your amazing insights ❤
@desvendandoornasaude4127Ай бұрын
Hi, I am from Brazil. I love coding. I course statistics and have master degree in Public Health. I work with Python, R, SQL and C++, but here We have so little oportunity. I was working in a hospital, but was laid off. I would like go abroud to have more oportunities.
@gege3266Ай бұрын
I just discovered your channel, and your content is clean ! Cheers
@hoangng84Ай бұрын
The problem with no-code or low-code things is that you would have no idea how to assess the work's quality. The output might look somewhat cool but it might not be the correct answer.
@AndresLopez-sq5ksАй бұрын
True statement! Buuuut That’s why you liase with IT/DATA dept beforehand - to make sure data is cleaned up
@hoangng84Ай бұрын
@@AndresLopez-sq5ks it's not only about the data. Data input is an important part but the code, the prompt are also important pieces of the lego
@aishwaryajayadas7538Ай бұрын
Calm voice and insightful video❤😊
@George-lt9mjАй бұрын
If enough people make similar videos I can go one level deeper by analyzing data about analyzing data
@TalesfromtheGodsofEgyptАй бұрын
Great Video. Very relevant for anyone interested in Data Science or A.I. Engineering
@frankdonofrio6779Күн бұрын
Hello Thu, the video gave me some motivation and hope thanks to the idea of becoming an AI Engineer. But why would an AI Engineer need to know stats, differential equations, advanced deep learning , and advanced Python and advanced SQL (as suggested at 8:00) if they will be using pre-trained models and pre-built tools? I can see why one would need to know the basics. I'm particularly curious to know why the Calculus and Linear Algebra are necessary, as the math is the main reason why I want to get into Data Science.
@FactionalSnow85-EL3Ай бұрын
Great Video ! , Thanks For Sharing your Insight with Us
@aashibansal1556Ай бұрын
It was really an amazing and informative video. Can you please make a video on how to learn about domain knowledge for data analysts as a fresher?
@unperrier5998Ай бұрын
At 4:00 he crammed so much relational db concepts yet omitting the most fundamental: normalization.
@calipdis2Ай бұрын
I am a seasoned data professional and I can tell you that I want to be a peasant, leave these jobs and live as peacefully as I can very far from the city growing vegetables and fruits.
@khushboopatel323210 күн бұрын
just discovered you, and your explanation is wow. I have already watched a few of your videos :)
@millerdaneАй бұрын
This was a great post. It always amazes me how persons on UK give their time to post such great content.
@IgnacioChavez10 күн бұрын
weird comment
@kannan380123 күн бұрын
1. Data jobs are not affected by recent lay off 2. Python, SQL, AWS,Azure, Spark, Tableau remains the tops skills to learn. 3. AI engineers for LLM more than ML engineers. 4. Freelancing 5. Low code tools.
@MeanLifeStudiesАй бұрын
Thank you for great contributions to the community and make me realise to contribute something to the community. So I started recently contributing to the community with SQL interview preparation, problem and solution series. Soon I will contribute many Thank you.
@TheDataScienceAnalyticsАй бұрын
Hi, I'm in the process of getting admission in MSc in IT for Business Data Analytics from IBS Budapest. I'm keen to get a Job in the same area, what should I do and what should I learn from the beginning? I'm a Digital Marketing professional and you know it's saturated and with fewer Jobs. Thanks 👍
@-es2bfАй бұрын
Been working with data for 3-4 years now. I mainly use sql. Okay I do use python sometimes for pivot tables, and if I am too lazy to start turning a csv/excel file into a table in a database. I really don't understand what is the benefits of writing sql commands in python? querying directly on the database is much faster, and you don't have to deal with a sht ton of csv/excel files on your laptop. and okay you might have some cool libraries and for webscraping beautifulsoup is amazing But why would you write sql commands in python? Can you give me one good reason to why I should start writing sql commands in python? I think this whole idea doesn't make sense to me.
@amelialaughlan590412 күн бұрын
Wow this is so much great information, thank you!
@rc-y21 күн бұрын
Thanks to content creators like yourself anyone can enter the industry which is both good and bad.
@Madhu._.0122 күн бұрын
thank you so much for the info, pls do a notion tour💫
@friendsplainАй бұрын
Wow Thu this is very insightful and a well done video. Thanks for creating! I appreciate your video is informative and well-researched! There are a lot of DS/ML/AI clickbait videos but this video was truly great information end to end. Subscribing now!
@anipacify1163Ай бұрын
Thank you so much as a cs student it helps a lot ! Great video . Amazing content as usual. Keep it up :) thank you so much 😊
@Thuvu5Ай бұрын
Aw I appreciate that, thanks so much for your kind comment! 🤩
@ltk7309Ай бұрын
cs is overrated and saturated to the point many CS graduates are still unemployed for almost a year now. Lmfao. Good choice bud.
@arvdosalАй бұрын
Thank you for your work, you are really helping out many people out there !
@user-ee9ct1nf6jАй бұрын
your content and collected data was amazing
@r0cketRacoonАй бұрын
I really like the insights you've shared in this video! Cảm ơn chị Thư 🥰
@garudabowoАй бұрын
i have advice, please put the points in description or chapters since it will help people who wants to pinpoint between the time series faster
@jornjatАй бұрын
Hi! Thank you very much for doing this insightful research and sharing it!
@VuongPhamRealАй бұрын
Chào Thu, video của bạn làm rất hay và bổ ích. Vương có công ty làm về phần mềm và marketing ở Houston Texas, Vương muốn nhờ bạn làm consultant mảng data và Ai cho cty Vương. Làm sao để Vương có thể liên lạc được với bạn.
@RielDomainАй бұрын
New sub; learning so much from your content.
@unravelprajwal8872Ай бұрын
Great video, thanks :)
@sonyse2t5Ай бұрын
Another thing is...Tech Companies are no longer paying 200k plus salaries..like handing out confetti....those days are gone. Seen so many people on KZbin boasting about their easy work life and tech stock options and even turning it down and wanting more. Hubris....
@jeremiahsmarketingАй бұрын
Thank you for your tips at the end, I really appreciate you
@kirank5253Ай бұрын
Thanks!
@PetterHughesАй бұрын
3:20 I'm surprised Excel is 3rd lowest on the list...I thought it was also important for data analysis along with SQL and Python, is it not anymore?
@carnerocastroАй бұрын
I think that managing a spreadsheet (eg Excel) is and will be necessary. An essential part of data work is to make short-scale proofs in every step of the cycle, and Excel is the best tool for do that due to its capability for manage essay and error tests. But it's an "internal-use" tool: the product that you deliver is never an Excel file. I guess that is the reason for its "low-demand"
@phucdang4980Ай бұрын
Thank you so much for your insightful sharing chi
@TIM123451ERRАй бұрын
Thank you for your research and sharing it ❤
@marcoloyaАй бұрын
I'm curious how a small business on the corner might offer data freelance work but otherwise this is great thanks for the insights!
@MeyWorkingАй бұрын
think about moving to developing or poor countries, if you are gold here, you would be diamond in those countries.
@joeyp1927Ай бұрын
What do you think of Berkeley's Data Science program? It's cool that they're opening a new College of Data Science and Statistics to expand the program.
@isalutfiАй бұрын
Thank you Thu Vu!
@Thuvu5Ай бұрын
Thank you for coming back for the video ❤️
@OsteomorphisАй бұрын
Lol, I laughed when you said "Data Cleaning Ninja", because you know there's some ETL expert out there who does data cleaning all day!
@Thuvu5Ай бұрын
Hey Matt, haha that’s absolutely true!
@RahulSingh-mb3noАй бұрын
I’m taking a Data Analytics and Regression course in the fall as part of my master’s program, where I’ll be learning R. To make the most of the course, I’m planning to learn R over the summer. Given my goal, would you still recommend starting with Python?
@mosesnyperАй бұрын
The skills are pretty transferable. I learned R first which made learning Python easy. Your time investment depends on which one you prefer and where you expect to work.
@FauziFayyadАй бұрын
Hii, im intern AI engineer making an application for email generation for marketing using gen-ai. With langchain framework. This fun !!
@Thuvu5Ай бұрын
That’s awesome to hear! 😀
@FauziFayyadАй бұрын
Thanks Thu Vu 😊
@maloukemallouke9735Ай бұрын
Thank you for share,
@AArora81Ай бұрын
Very useful indeed! Thank you so much for creating this video Thu Vu. Great content!👍 Excited to have found your channel. I plan to be an avid visitor of your channel for sure.
@anuraaganathАй бұрын
The Data Cleaning Ninja was too good😂
@mandulathrimanne8400Ай бұрын
Great video! Just subscribed.
@freddiekennedy2356Ай бұрын
your videos have helped me become a much more disciplined trader. thank You for all the valuable advice! your strategy is a game-changer. I can't thank you enough for sharing it with us!
@vsulliАй бұрын
Can you teach us the framework that you use to research a topic and construct your ideas for presentation to the public?
@navaneethr5958Ай бұрын
This video really motivates me to work hard...🙂
@xXxSkyViperxXx16 күн бұрын
how i wish we can have no-code or low-code tools already rolled out so programming wasn't so mind wracking
@navinr816022 күн бұрын
Very useful information 🎉
@chiragvhora9995Ай бұрын
Great insights!
@SkyNet-xm8yqАй бұрын
you're a life saver.
@ladyashephd727Ай бұрын
Really Enjoyed this video
@nathanymiguelАй бұрын
Thank you so much for the video. Do you have any findings about **Data Engineering** specifically?
@mahmoodhossainfarsim62929 күн бұрын
Thank you
@blockchainstreetАй бұрын
Need of the hour!!
@riteshtripathi8626Ай бұрын
Thanks for the video, plethora of information I get from your channel, you mentioned you did a project involving pyspark with load balancing / partitioning, would there be a dedicated video / course that you would recommend on this? Thanks in advance 🙏
@kamaur01Ай бұрын
Thanks for sharing.
@rohitpratapsingh1301Ай бұрын
Read the blog really good could you please make video regarding data analyst science blog writing thankyou
@Ang7.8Ай бұрын
How are we avoiding duplicate, triplicate and even quadruple postings of the same job being counted?? I am not convinced we have a “real” and true count of job postings; especially with 3rd party job sites popping up and then ending up on sites like Indeed.
@user-tr9cb7dn1bАй бұрын
90 percent of jobs on Indeed r fake.
@prico33583 күн бұрын
This is a very goated comment. Every single job appears more than once always.
@gqgeetv51226 күн бұрын
Hi Thu, I am a Financial Advisor learning programming to enhance my analysis! I love your channel! I am launching my podcast to teach financial literacy to diverse communities next month! I know it may be confidential but I love your B-roll / background edits I have been trying to find an editor for so long. Could you point me in the direction of your editor or ai you use? I do not mind paying for this information!
@Thuvu526 күн бұрын
That sounds wonderful! Here’s my editor’s website alenben.co/ Hope this helps! Good luck with your new podcast 😊
@debasissahoo7559Ай бұрын
Thanks
@apexherbertАй бұрын
So I do not need SQL to make me an AI engineer right?
@spawnns1Ай бұрын
i am a dev who is looking to get into big data as It feels its a bit safer then software development in terms of AI replacement. Hope I am right
@florencebaendes2853Ай бұрын
The low code or no code are just marketing terms. Wait till you see it
@jayo3074Ай бұрын
I use Knime Analytics Platform and I can build complicated machine learning models for both regression and classification tasks with little coding
@imamkusnendar3078Ай бұрын
Hi, Thu Vu just wonder what is application name that you use for workflow of project. If i am not wrong on one of your videos you used it to know who work on what and make revision on project, drag and drop based on status task. I really want to know and I need it. I would really appreciate yor help. Thank you.
@Thuvu5Ай бұрын
Hey, do you mean Notion? 😊
@ximenauribe5083Ай бұрын
This video is gold!
@adityag6022Ай бұрын
This is a very underrated video. Thank you
@kayericwinklerАй бұрын
Work for yourself, not for a company, and you will be fine.
@bonventureokeri4020Ай бұрын
how?
@enocharthur4322Ай бұрын
Easier said than done
@BigRedHeaddАй бұрын
The first ones to go in an economic down turn are the freelancers. Not for the faint of heart
@mralladatshytАй бұрын
Probably OF work.
@Ben-lo3bwАй бұрын
Thanks so much for this. I am studying and hope to get into data science. What no code / low code tools would be worth learning?
@AndresLopez-sq5ksАй бұрын
Excel, Power BI and Tableau
@lavatr8322Ай бұрын
Do we have any websites where I can download Sample Data and questions on it for PowerBi