becoming a machine learning engineer without a cs degree or phd
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- Опубликовано: 22 май 2024
- Hello, in this video I share how I became a Machine Learning Engineer without a Computer Science degree or Phd.
Here are links to the resources I used:
1. Python course: learning.edx.org/course/cours...
2. Machine Learning course: www.coursera.org/learn/machin...
3. Probability and Statistics course: oli.cmu.edu/courses/probabili...
4. Linear Algebra course: ocw.mit.edu/courses/mathemati...
5. Similar Business project: github.com/alesee/SimilarBusi...
6. Deep Learning course: www.coursera.org/specializati...
7. Papers with code: paperswithcode.com/
Timestamps
0:00 - Intro
0:36 - About me
1:04 - What is Machine Learning?
1:36 - Why did I get into Machine Learning?
2:20 - How I learnt Python
2:45 - Taking a machine learning course
3:45 - Understanding the Math behind ML algorithms
4:48 - Building Similar businesses project
5:54 - Taking a deep learning course
7:22 - Summary
#blackengineer #machinelearning
Great job, Eniola! Congratulations on your first video.
Thank you so much for sharing your experience AND resources! So easy to follow and it now seems less daunting.
Amazing content and so well spoken
Thank you for sharing!
What a bright light you are! Thanks for inspiring so many to see what is possible through perseverance.Blessings to you.
Thank you for your input and sharing your journey. Stay positive!!!
Keep up the good work Eniola, you are my model!
Thanks for making this video Eniolaa.
Wow. I feel elated finding a straight forward and direct ML roadmap from beginner to mastery. Thanks Eniola. My third name is also Eniola, tho.
Awwnnn... love it!!! Looking forward to more videos👏🏾👏🏾👏🏾
Yay! Thank you!
Oh gosh loved the video! You are so underrated!
You definitely gonna get big 🔥🔥🌟
Thank you so much Business Central. I really appreciate your comment!
This video has been extremely useful to me.
Thanks for the insight.
Glad to hear it, Afeez. Thank you for watching!
Eniola your a star,this is so insightful!!
Thank you Sally :)
Amazing. Thank you for the tips 👍
Very detailed, thank you!
Amazing content Alese 👏🏾👏🏾
Thank you Raji!
just watched your video, wonderful inspiration
Yayyyyy here for this 🙌🏽🙌🏽
Thank you Dubem :*
Insightful video. I'm also learning python for Data Science and ML so this info is so useful. Thanks for sharing
Glad it was helpful!
awesome video. i look forward to more sharing of knowledge.
Thanks for sharing your journey and content. Well done.
Thank you too!
Thank you very much! It is amazing!
I learnt alot and you took me back to my mathematics class. God bless
Wow! Thanks for this ma.
I am also an Electronics Engineer from Colombia, and I would love to learn more about Machine Learning, I will follow all your advice, thank you!
Your video will be a valuable tool!
THANK YOU
Thank you, an amazing video by a amazing human being, this was so helpful, your information will greatly help me on my ML engeneer journey.
Incredible work 👍
Thanx for your precise information to learn ML
Congratulations on your first video 👏🏼💕
Thanks so much Elma!!
Congratulations dear. So interesting! God will continue to uplift you 🙏
Amen, thanks so much sir!
Great video. Thank you!
Glad you liked it!
Thanks for the hands-on reality it brings us from your life!
Superb inspiring video, Thank you very much for sharing..!
Wow, this is Inspiring , currently working on becoming a ml engineer
Thanks for sharing this ❤
.."Never doubt yourself" . Very well said.
Thanks for the video ❤️
You’re welcome 😊
Good one and very inspiring!!. Being an Electrical Engineer was definately helpful. Do you do any Data sourcing and cleansing and do u use SQL in your job?
Hello mam Again.Thankyou again for the amazing video.
Thanks for liking!
This was very helpful for an aspiring ML Engineer.
Awesome video!
Glad you enjoyed it
Hi mam I respect you by my bottom of my heart
Thank you for this
Amazing 🤩
Hi Eniola, great video thank you! One question how long did it take for you to go through those steps, and literally learn everything you mentioned? Thank you!
Amazing content.
Glad you enjoyed it
❤so informative! For math courses, did you take online classes? Thank you!
Thank you so much!.. How long did it take you to study the different subjects?
Hi eniolaa
You are very Inspirational..
You gave a picture clarity on ML ..
Could you please make a video on Kaggle and ML..
is kaggle necessary??
The most important step: Have a masters in Engineering Design and a bachelor's in electronics and electrical engineering.
I am not trying to dismiss the youtuber's hardwork. I am sure they worked very hard. But they also had a very good background even if it wasn't technically "computer science". Electrical Engineering is the closest to Computer Engineering out of all the "traditional" engineering disciplines. And the Bachelor's and Masters would give employers a lot of confidence in your math and implementation background
Very helpful video. Thanks for that. I need an information please reply, How long will it take to finish everything?
You are amazing too
Very informative
Glad you think so!
This is superb
Thank you Nneka!
Could you make a video on the application process for someone without a degree to join the field? Also, how exactly u leverage the papers with code?
My last question, is as a ML engineer, I see u shared all ML resources but what about the software ones? Any tips advice on how to develop those to become full stack ML engineer?
Really loved this video! Thank you for showing that you don't need a CS degree or PHD to get into AI/ML
But it helps when you have a strong mathematical background.
Nice content. What we all need to remember is that Computer Science was birthed by Electrical Engineering so they are basically one and the same.
Thanks for this beautiful info, Can you please tell that how much duration you taken for learning this skill.....And Lastly Nice video, And good Explanation, LIKED AND SUBSCRIBED KEEP IT UP👍👍👍
Thanks so much for your comment akshay. I took me around 6-8 months from learning how to code to building my first ML project.
Love you 💝
love you :)
Your video was really helpful at least I have a clear clue of my pathway now. Thanks so much . One question is do I need to start with Data Science to be a ML engineer because this is what I have come across most on the internet . I have a good command in python and currently on the IBM data science course after which I want to take the ML course . Do you think learning Data Science first is a waste of time ? And Is there a way to contact you for one on one mentorship. I don’t mind paying please. Thank you
I'm really glad you find the video helpful :) i think DS can be helpful as it helped me to get a decent grasp on how to work with and understand data and after that I was able to move on to the more complex ML algorithms. And sure you can reach me at themlengineer@gmail.com
I've taken college course on ml topics such as basic algorithms all the way up to deep learning. I've done all your steps. Have done tons of exploratory research and applications of all types of models(vision,language,text to speech, speech to text). Did some research in school even with computer vision and graduated with bachelors in comp sci. But no one will hire me as ml engineer I feel like I'm just as qualified maybe it's just more competitive in the US. no one wants me as ml engineer only as software dev or eng. been doing ml stuff for 4 years now but no one wants me
Totally agree your steps of learning AI
great
thanks
You're welcome!
It was very useful video, I'm MJ from India graduating in course Artificial intelligence and machine learning and wanna do MS in AI ML which is the perfect country and University to do it or should I continue with a job . Can u please guide to be master in AI
Great video, but the probability and statistics link takes me to a weird google doc. Can you please fix this link, thanks.
Awesome vid!
Extremely useful, is it possible to provide a copy of your CV?
Thanks a lot Brandon. Ill do that in another video.
Serious Question: Thanks a lot!
Nice Video, It comes in handy. I want to know if you built the website with Python?
Yes Michael I built the website using Flask, which is a Python web app framework
@@eniolaa Python seems to be Invincible.
thank you dia
You really boosted the love I have for learning more about computer generally now pushing it hardly
This was great, I'm currently pursuing a career in ML.
Thanks Devgenix. Excited for you also!
how do you get into a ML career ?
I hope that will help
Hi! Great video! Are you currently working as a machine learning engineer?
Interesting stuff, and how long did this take?
Roughly 3 to 6 months.
Can i ask what you were doing while learning, was there a software engineering job or?
Should I pay for the certification for the machine learning coursera course? Would that be useful?
certifications are useful if you can afford one but what's most important is being able to apply the knowledge you gain.
Actually you added probability and statistics course link in description which is not from Sandford. Can you give me the link in reply?
the probability and statistics course is no longer offered on the original stanford openedx site www.classcentral.com/course/stanford-openedx-probability-and-statistics-6346 but you can find the same course content in the link i added to the description
How long did it take for you to complete all of this?
What level of python do i need is it beginner , intermediate or expert level
is that possible to work remotely as ML engineer?
A Fellow Eagle !
How many years did it take, from python to google?
And was your aim a machine learning engineer exactly or you just went with the flow
What would the typical salary be for someone starting a ML Engineer job without CS degree or PhD?
Wow i had earlier projected 2yrs of studying to become a machine learning engineer
This could also applies to AI Engineers right?
Yes, it does Nicholai
Could one possibly become ML Engineer without prior experience as a swe, or necessary to do swe first before taking ml path? 💙
Yes one could. I had no prior experience as a swe when I started out.
By His Grace higher higher shall you go
Amen, thank you sir!
Your EE degree gave you an edge.
thats true it did
The insight Stanford link is broken
i've updated the link. thanks!
how long did you self-study like this?
took about ~6 months
Well i am actually learning a python programming course at the moment by Charles severance python 4 everyone
dope but I think what u linked are too extensive.
If I’m learning programing and coding and i want start with front end development than back end than I’m thinking to take paython to move to ML and data do you recommended me?
I would recommend you start with just one field in the tech space that you find exciting, become good at that before branching to other areas.
You still have a background in Maths ...🤔, But I guess that's how it has to be considering that Machine learning algorithms are advanced stats and algebra ....
true
Interesting video from a beautiful girl)
Although the information in the video is valuable, placing "no degree or doctorate" in the title is clickbait. All companies welcome those who studied engineering with open arms, regardless of their major or specialty. It doesn't work for those who want the perspective of an autodidact.
i appreciate your comment and feedback. thank you :)
you don't have a computer science degree but you spent more time learning the basic of machine learning skills.
Just know they are no entry roles for ML Engineer.
Start from a data analyst
Start from
SQL
BI tools
Then learn statistics
And python
Then machine learning.
Start with Andrew course on Coursera.
Then start practicing on kaggle.
liar, you have a master's degree
This video is Disingenuous at best. By reason of having a bachelors and masters degree in EE, you've already covered 75% of the background knowledge required for delving deep into ML. A lot of the people that are watching these kinds of videos have no background in the graduate level math necessary for this field. Also, most meaningful machine learning jobs would require you to have at least a masters in a math heavy course ( many would require a PhD).
That's the issue... I don't know if it the same with software engineering