Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
🔗 Course website with learning resources: https://antern.co/pages/ml001.html
💻 Code: https://github.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials
✏️ Course developed by Ayush Singh. Check out his channel: https://www.youtube.com/c/neweraa
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Course Introduction
⌨️ (0:04:34) Fundamentals of Machine Learning
⌨️ (0:25:22) Supervised Learning and Unsupervised Learning In Depth
⌨️ (0:35:39) Linear Regression
⌨️ (1:07:06) Logistic Regression
⌨️ (1:24:12) Project: House Price Predictor
⌨️ (1:45:16) Regularization
⌨️ (2:01:12) Support Vector Machines
⌨️ (2:29:55) Project: Stock Price Predictor
⌨️ (3:05:55) Principal Component Analysis
⌨️ (3:29:14) Learning Theory
⌨️ (3:47:38) Decision Trees
⌨️ (4:58:19) Ensemble Learning
⌨️ (5:53:28) Boosting, pt 1
⌨️ (6:11:16) Boosting, pt 2
⌨️ (6:44:10) Stacking Ensemble Learning
⌨️ (7:09:52) Unsupervised Learning, pt 1
⌨️ (7:26:58) Unsupervised Learning, pt 2
⌨️ (7:55:16) K-Means
⌨️ (8:20:21) Hierarchical Clustering
⌨️ (8:50:28) Project: Heart Failure Prediction
⌨️ (9:33:29) Project: Spam/Ham Detector
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Hi Everyone, I hope that everyone will enjoy this course, Here's how you can help me:-
Be Sure to Subscribe Newera for Further Courses:- https://youtube.com/c/neweraa/?sub_confirmation=1
A Brand New Deep Learning Course is Coming On Newera, So After Completing ML001, You can watch that too.
You can watch the same course here:- https://www.youtube.com/playlist?list=PLITqwrDNk9XDyoAoVbXKbgRBMJK5NrQcB
( All the Updates, Announcements will be made here only )
You can know more or connect with me on social media handles below:-
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Linkedin:- https://www.linkedin.com/in/ayush-singh488/
Instagram:- https://www.instagram.com/intelligentprogrammer123/
Twitter:- https://twitter.com/AyushSi69507942
Discord to ask question:- https://discord.gg/FDUy8BmV
Antern:- antern.co
its very inspiring to see a child knowing so much about machine learning .
👏👏👏👏👏👏👏
You inspire me, friend
Thank you
Nice course for beginners
Great Ayush!
You are the next Sundar Pichai and Satyam Nadela.
This is what I found the basic gap in our primary education system. I also came from the same place but at the Age of 15, I was wondering how to clear my 10th Exam, and during graduation at 21, not able to write proper C-Programming.
Just see his achievement and way of teaching style at 15. Thanks to his Mom and Dad for great learning to his son. Excellent Ayush.. God bless you
Wish you for your bright future.
how do we get the notes you used while teaching.?
In LInear Regression , the cost funtion is 1/m * (summation of square of difference between ground value and predicted value).But in the tutorial you wrote 1/m + (summation part). Change it. Other than that your video is awesome.
Thank You………..
Ok
Future looks bright
Is it just me or does he change accents for time to time
hindu english is a no go
Please how to watch this video in play list of separated chapters?
analyzes the data X 1000000
Awesome kid 😍
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Course Introduction
⌨️ (0:04:34) Fundamentals of Machine Learning
⌨️ (0:25:22) Supervised Learning and Unsupervised Learning In Depth
⌨️ (0:35:39) Linear Regression
⌨️ (1:07:06) Logistic Regression
⌨️ (1:24:12) Project: House Price Predictor
⌨️ (1:45:16) Regularization
⌨️ (2:01:12) Support Vector Machines
⌨️ (2:29:55) Project: Stock Price Predictor
⌨️ (3:05:55) Principal Component Analysis
⌨️ (3:29:14) Learning Theory
⌨️ (3:47:38) Decision Trees
⌨️ (4:58:19) Ensemble Learning
⌨️ (5:53:28) Boosting, pt 1
⌨️ (6:11:16) Boosting, pt 2
⌨️ (6:44:10) Stacking Ensemble Learning
⌨️ (7:09:52) Unsupervised Learning, pt 1
⌨️ (7:26:58) Unsupervised Learning, pt 2
⌨️ (7:55:16) K-Means
⌨️ (8:20:21) Hierarchical Clustering
⌨️ (8:50:28) Project: Heart Failure Prediction
⌨️ (9:33:29) Project: Spam/Ham Detector
Next time, please put someone who actually speak English well. This is making course, hard to follow. I'm not that good in English so I need someone talks fluently and openly.
Hi
Thanks for the tutorial.
Its perfect, but is there any chance that I could get a some document with all these formulas with definitions, as for some reason, I can’t understand the handwriting?
Thank you again
A Little lad is teaching us the hardest thing… did he start learning right after coming in this world???? wonders
after i see this child i think he definatly suicide if he face any small failure in life . note my words
most people like done that , past repeat itself soometimes not its everytime that its repeat
dont use fake accent if your asian speak like asian ok
Please provide the website code that is not in git hub
I will be honest – I've first wanted to switch to another video just by lookig at how young the lecturer is. But I've decided to keep watching and I totally love the way the lecturer explains things.
this guy is doing lot of mistakes with overacting accent
Well. That what he does with maths is a disaster.
👏👏👏awesome👌👌👌
are we really going to learn machine learning from a 15 years old kid feeling sorry for myself and you grown ass guys
Why you have end values around 3.21 and 3.36 in 1:36:59. I have Actual price: 0.8918212615283341
Predicted price: 0.9047517556990357
I wish I was told about the prerequisites before I started watching.
If your watching this, I suggest you know some of …
1. Statistics
2. Linear Algebra
3. Calculus
4. Probability
… first before you start really studying.
Otherwise, most of the stuff in this video will go right through your ears.
And some people don't believe in reincarnation?
awesome video! big shout out from brazil
And I am like — BOOM! Knowledge knows no bounds when it comes to this kid!
Kid was born with a starting age of -5.
Jokes aside, such a nice video. This guy is a genius. Thanks a lot man!
Sup with ur accent???
Proud to be an indian.