Exaltitude
Exaltitude
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What's The Easiest Data Science Role That Hire Beginners
Feeling overwhelmed by all the data buzzwords? This video breaks down the key differences between Data Science and Machine Learning Engineering for those interested in tech careers.
In this video, you'll learn:
What is Data Science? We'll unveil the exciting world of data wrangling, analysis, and uncovering hidden insights.
What Does a Data Scientist Do? Discover the responsibilities of Data Engineers, Data Scientists, Data Analysts and Machine Learning Engineers
Data Science vs. Machine Learning: We'll clear up the confusion and explain how these two fields work together.
Big Tech vs Startups: Explore career paths in both big tech companies and startups.
Real-World Examples: Learn the key skills and differences from real life job postings Data Scientist and Machine Learning Engineers
Breaking In: Which is the easiest role to break into?
Let’s jump in!
🖥️ Netflix Job Postings:
==============
Data Scientist jobs.netflix.com/jobs/318059384
ML jobs.netflix.com/jobs/325661785
Data Analyst jobs.netflix.com/jobs/314012980
📎 Resources:
==============
✅ Download the FREE Job Search AI/ML Keyword Toolkit in a PDF file
www.exaltitude.io/resume-handbook?
✅ FREE Study Plan to Learn AI/ML Engineering FAST with ChatGPT
www.exaltitude.io?
✅ The Ultimate Resume Handbook
www.exaltitude.io/resume-handbook?
✅ FREE Interview Prep Resources
www.exaltitude.io/job-seekers?
✅ FREE ATS-Friendly Resume Template
www.exaltitude.io/job-seekers?
🎙️Other videos you might be interested in
========================
👉Top AI Engineer Salary
th-cam.com/video/LTG83HlhNQ8/w-d-xo.html
👉Don’t Be An ML or AI Engineer If You’re Like This…
th-cam.com/video/gWzfL4nJB0o/w-d-xo.html
👉Learn AI/ML engineering FAST with ChatGPT
th-cam.com/video/_Sk0W7c78NE/w-d-xo.html
👉AI/ML Engineer path - The Harsh Truth
th-cam.com/video/HR91Wrr8KH8/w-d-xo.html
🖥️ My SETUP
========================
The full list: www.amazon.com/shop/exaltitude/list/3NBYWPBJ39LA7?ref_=cm_sw_r_cp_ud_aipsflist_aipsfexaltitude_29XHM14KCRHB8E41C1T0
📣✨Connect with me
========================
💻 LinkedIn: www.linkedin.com/in/jeanklee/
✉️ NEWSLETTE: www.exaltitude.io/newsletter
📌 Website: www.exaltitude.io/?
I give advice for navigating your engineering career journey successfully.
⭐️About me
========================
Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies.
Credits
========================
🖼️ All images, graphics, and b-roll videos used in this video were sourced from Canva.
* I may earn a small commission for purchases made through affiliate links on this website. This commission comes at no additional cost to you. Your support helps me continue creating content for you.
Music 🎵
Positive Fuse - French Fuse
From TH-cam Audio Library
Timestamp
0:00 Intro
1:01 What is Data Science?
1:17 DS Process
2:39 Data Science vs. Machine Learning
2:59 Big Tech vs Startups
3:58 Real World Examples
5:58 Finding Key Skills
6:28 Breaking In
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ความคิดเห็น

  • @sorvex9
    @sorvex9 10 ชั่วโมงที่ผ่านมา

    It's easy if you aren't a dummy.

  • @newbie8051
    @newbie8051 11 ชั่วโมงที่ผ่านมา

    Really tough to break into, especially if your university isn't the best one in the country. Ig networking is the easiest way to get an "internship" which puts your foot in the door. Atleast in India, half of the startups are paying peanuts to do what is essentially data-entry tasks, paying close to 25% of what other established companies pay for a Software Internship :/

  • @combatninjaturtle
    @combatninjaturtle 13 ชั่วโมงที่ผ่านมา

    She talked about data scientist vs ml engineer but the question was ML research scientist vs ML engineer.... ML research scientist and Data scientist is obviously not same role, right?

  • @alwin5995
    @alwin5995 14 ชั่วโมงที่ผ่านมา

    engineers really optimized themselves out of jobs.

  • @ytman-lq2mj
    @ytman-lq2mj 16 ชั่วโมงที่ผ่านมา

    Was gonna major in seng

  • @wrathofgrothendieck
    @wrathofgrothendieck 17 ชั่วโมงที่ผ่านมา

    Should have gone into computer hardware engineering

  • @srdbranding
    @srdbranding 17 ชั่วโมงที่ผ่านมา

    Thanks 🙏

  • @TheLegendaryHelper
    @TheLegendaryHelper 17 ชั่วโมงที่ผ่านมา

    😍😍😍😍😍

  • @kennethpao1355
    @kennethpao1355 วันที่ผ่านมา

    I believe that one ought to mention "code generators", i.e. software tools that generate programs based on a set of input parameters. Using AI to create software programs will ultimately utilize background tools of "code generators" while the frontend AI tools accept and refine the input parameters which is then fed into the "code generators" to create the software programs. This description ought to tell us whose jobs are in danger of being replaced.

  • @NITISHKUMAR-lk1um
    @NITISHKUMAR-lk1um วันที่ผ่านมา

    Is data structure and algorithms necessary for ai role?

    • @exaltitude
      @exaltitude วันที่ผ่านมา

      Necessary for ai role interviews

  • @AstorSkywalker
    @AstorSkywalker วันที่ผ่านมา

    "AI will not replace you, but someone who knows AI will replace you." -Someone

  • @edd7297
    @edd7297 2 วันที่ผ่านมา

    Don’t get scared friends… yes it’s competitive but it’s also daily expanding. Be positive friends.

  • @Lolleka
    @Lolleka 2 วันที่ผ่านมา

    Or be like me: Physics BS, MS, Phd. Then do research in physics and engineering for 10 years. Drop out of the academia. Join a startup. Switch to ML Eng for physics and biology. Life's a wild ride.

  • @sgtarchdornan2077
    @sgtarchdornan2077 3 วันที่ผ่านมา

    Well if AI is to replace software engineers, who will need to create/design/engineer the AI? Other AI? Sounds dangerous and very unlikely seems like for the next few decades tech jobs will only be much more available considering that technology is becoming an increasingly crucial part of daily life.

  • @randallmcgrath9345
    @randallmcgrath9345 3 วันที่ผ่านมา

    When you see how often poi t of sale system glitch, Car UX system glitch, games glitch, and everything, you can be assured that humans will still be needed. We had to do cash only at my restaurant job again. So if Ai modele havent replaced fast food workers than how powerful are they, really? Mcdonalds hasnt even successfully automated order taking. Im not saying it wont happen, but our current AI tech has awhile to go before we get Data from Star Trek, NS5 robots from Asimov, Terminators from Cyberdyne, and the like.

  • @vishwaprasanjana2994
    @vishwaprasanjana2994 3 วันที่ผ่านมา

    Can I start a career as a machine Learning Engineer?

  • @abdallahls7673
    @abdallahls7673 3 วันที่ผ่านมา

    Thank you

  • @youjean83
    @youjean83 4 วันที่ผ่านมา

    AI-Engineer? Do you mean Prompt-Engineer? People do not understand that ML/DL base models are a game for the big guys. Financially, politically, data and staff-wise. Furthermore, AI, is not THE AI, it's actually ML/DL since ~1960y. There is not a shred of intelligence but a huge amount of organized, normalized and categorized data which is run through a gigantic “filter” and tokenized. It's an enormous templateting engine in the abstract. Yes, it works to some extent and will undoubtedly affect how we live and work. I don't agree with Andrew Ng, at least not entirely. Why? Because even when it comes to software engineering, you don't just learn it from reading books. It's the opposite. I've been in Robotics and ML for years, and my advice would be to stop reading and start doing. Apply the knowledge you have gained. Have fun with it and it will come to you naturally. Math is not an issue; however, you need to understand what is going on. The actual math is done by libs like pynum, scikit, hugging face, tensorflow and beyond. But yes, if you want to play with the big guys, then a Ph.D. is highly recommended, and it still will be very challenging. Whatever you do, stop talking about it and get crafty!

  • @pocketpixie6525
    @pocketpixie6525 5 วันที่ผ่านมา

    AI cannot 'take' technical jobs. Why? Because the AI can only learn so much and execute so many instructions. When the AI breaks, who will be there to fix it?

  • @sutofana
    @sutofana 5 วันที่ผ่านมา

    helpful <333

  • @tsunamio7750
    @tsunamio7750 5 วันที่ผ่านมา

    You two are women. You were hired thanks of DEI. Your advice does not generalize well to men. Your understanding of life is overfitted to the single datapoint that is you. PHDs are bad. Schools are behind the curve when it comes to Machine Learning.

  • @rverm1000
    @rverm1000 5 วันที่ผ่านมา

    gee i wonder how she got a job ai engineering with a phd daa. like your hair! i think i just want to do fun projects on youtube. they want to many software skills now.

  • @maheenfatima979
    @maheenfatima979 6 วันที่ผ่านมา

    I have an option of doing bachelor in Artificial intelligence or data science or computer science, what should I choose? I am stuck between AI and DS. All TH-cam videos talk like DS os better.

    • @exaltitude
      @exaltitude 5 วันที่ผ่านมา

      Have you seen the full video explaining the two routes? Data Science vs Machine Learning Engineer: Explained th-cam.com/video/P54tETYf7rI/w-d-xo.html

    • @maheenfatima979
      @maheenfatima979 วันที่ผ่านมา

      ​@@exaltitude yup and after that I have eliminated AI since I think it would be almost impossible to find relevant job in AI just after bachelors, but I am still not sure about CS or DS, any advice would be welcomed.😊

  • @ryden7379
    @ryden7379 6 วันที่ผ่านมา

    Nice video. Thanks for sharing your insights. Is Bootcamp or Master's degree better from long-term perspective? I am not young students. I have 10-year working experience (in Banking industry) and have two kids. Timing is a consideration for me but also don't want to rush. I want to learn the fundamentals of SE but also want to learn things practical. Any advice will be greatly appreciated. By the way, I learnt data structure of C/C++ and Javascript and database theory during college (got Bachelor degree of supply chain) and used VBA and Matlab a lot in the graduate school (got a master's degree in finance). Thanks.

    • @exaltitude
      @exaltitude 5 วันที่ผ่านมา

      Masters at a prestigious university is better if you can swing it. I’m working on a video with my thoughts on bootcamp so stay stunned! I’ll post when I return home from my trip

  • @ryden7379
    @ryden7379 6 วันที่ผ่านมา

    This is very helpfu.Thanks for the great video. Do you have a video talking about the fundamentals that SE or MLE needs to learn already? If not, would appreciate you could create one for us. Much appreciate it!

    • @exaltitude
      @exaltitude 5 วันที่ผ่านมา

      Have you seen this video? Top Programming Skills to Learn in 2024 th-cam.com/video/nwjZ_7Ll3ko/w-d-xo.html

  • @thinkalinkle
    @thinkalinkle 6 วันที่ผ่านมา

    I think the biggest problem I see is people conflating ML engineer and AI engineer. The former has a background in machine learning and the latter has a background in anything and is just using LLM APIs.

  • @WilhelmPendragon
    @WilhelmPendragon 6 วันที่ผ่านมา

    What is a top 1%?

  • @snowsong100
    @snowsong100 7 วันที่ผ่านมา

    No, AI won't replace software engineer, not because it cannot, but because people won't let it happens. People is afraid of AI becoming more powerful and smarter than human. People would not make AI heuristic enough to replace huma .

  • @by301892
    @by301892 7 วันที่ผ่านมา

    Data scientists are becoming more like data analysts. They answer BI questions and the ml models they develop are for self use. Where as MLE the goal of their ml model (in all kinds of modality) is to serve customers, that’s where engineering comes in, for productionalization. That’s why it’s harder.

  • @user-rp5tl9dt4g
    @user-rp5tl9dt4g 7 วันที่ผ่านมา

    So in general which is better data science or ai ml in the future??

  • @user-rp5tl9dt4g
    @user-rp5tl9dt4g 7 วันที่ผ่านมา

    Which is better data science or artificial intelligence or machine learning??

  • @alals6794
    @alals6794 7 วันที่ผ่านมา

    Entry level AI Engieer pay in San Francisco, CA, USA is only about $465,000.....but with the high cost of living there that is only middle class. haha

  • @ebukachuqz
    @ebukachuqz 7 วันที่ผ่านมา

    Jean is very supportive and answers the deepest questions Noobs in the AI space would have, in the realest and clearest way possible. Thank you Jean💐💐

  • @ajinkyapahinkar6463
    @ajinkyapahinkar6463 7 วันที่ผ่านมา

    Good luck getting into these fields 😂 been at it for close to a year now😈

  • @isalutfi
    @isalutfi 8 วันที่ผ่านมา

    Hi Exaltitude. Am your new subscriber. So glad to see the notification. Currently am learning data science and love this video. Thank you for talk about data science vs machine learning. Keep it up!

    • @exaltitude
      @exaltitude 7 วันที่ผ่านมา

      Welcome aboard!

  • @sutofana
    @sutofana 8 วันที่ผ่านมา

    do you think is it possible to mix surgery and ai/ml?

  • @sutofana
    @sutofana 8 วันที่ผ่านมา

    my queen 🥺❤❤❤

  • @geralds808
    @geralds808 8 วันที่ผ่านมา

    Great info shared in this video. There is definitely a distinction to be made between Data Science vs. Machine Learning. It can be pretty unclear at first glance. But a dive into the intricacies truly uncovers a few cool & unique subsets of info for each subject matter.

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      Absolutely!

  • @javastream5015
    @javastream5015 8 วันที่ผ่านมา

    This is the greatest exaggeration in history of technology! Edward Teller, the father of three hydrogen bomb, promised SDI, and failed. The super string theory failed too despite a Fields medal was awarded for its mathematics. How should the most difficult part of the IT be replaced by AI?

  • @rishiroy2476
    @rishiroy2476 8 วันที่ผ่านมา

    loved your analysis. Gained tons of insight. great video as always madam.

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      Glad you liked it!

  • @user-wr4gc4me4j
    @user-wr4gc4me4j 8 วันที่ผ่านมา

    One day I'll become an ai engineer

  • @anonion747
    @anonion747 8 วันที่ผ่านมา

    Hey remember me 😀, can you give me a brief difference between Responsible AI field and NLP, their future scope extra.... I'm confused 😕

  • @gyahoo
    @gyahoo 8 วันที่ผ่านมา

    Hey Jean can you give some review about UChicago MS in CS program please

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      Did you look it up on US news?

    • @gyahoo
      @gyahoo 8 วันที่ผ่านมา

      @@exaltitude yes it has 24th ranking in computer science domain

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      In my experience, Uchicago is typically not one of the top universities tech companies prioritize recruiting from

    • @gyahoo
      @gyahoo 8 วันที่ผ่านมา

      @@exaltitude ok thanks for your help 👍

  • @iabheek609
    @iabheek609 8 วันที่ผ่านมา

    I don't know why😂 but I restricted other yt channels discussing broadly about the future scopes and importance of Data Science and ML. I just love to enlighten my knowledge of Data Science, ML, AI only from you😂😂 I wait eagerly for your videos, I get a different vibe from your contents. I refuse to gain knowledge from other channels😂, I just want you to teach me. Please carry on making contents, otherwise I'll stay illiterate in this field throughout my whole lifeeeeee😂

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      Thanks for watching and for the first comment!

  • @HKIed
    @HKIed 8 วันที่ผ่านมา

    Thank you for your insight and candid views regarding becoming an AL/ML engineer. It was an eye-opener for me. I consider myself lucky to have come across your channel. I wish I had known your channel before I had embarked on my AI learning journey.

    • @exaltitude
      @exaltitude 8 วันที่ผ่านมา

      Glad it was helpful!

  • @vance3391
    @vance3391 8 วันที่ผ่านมา

    Your experience in AI industry = 0 ? 😂