Machine Learning

https://www.udemy.com/course/machine-learning-data-science-foundations-masterclass/learn/lecture/22926432#overview

https://www.udemy.com/course/machinelearning/learn/lecture/34779566#overview

https://www.youtube.com/watch?v=E0Hmnixke2g

 

https://colab.research.google.com/drive/1934DQETINwi7yt-wE3nDd4CxH8ZZNJlE?usp=sharing#scrollTo=KgXZP2TN5hFM

Multiple linear Regression

https://drive.google.com/drive/folders/1OFNnrHRZPZ3unWdErjLHod8Ibv2FfG1d

Simple Linear Regression Example

Multiple Linear Regression

Polynomial Regression

Multiple Linear Regression Fit

Reinforcement Learning

https://www.youtube.com/watch?v=lfPEJPHUllg&list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&index=1

Machine Learning and AI

Maths

https://sriramal.blogspot.com/2021/01/mathematics.html

https://sriramal.blogspot.com/2022/10/linear-algebra.html

https://sriramal.blogspot.com/2022/12/algebra.html

https://sriramal.blogspot.com/2022/12/the-main-ideas-of-least-squares-and.html

https://sriramal.blogspot.com/2022/12/algebraic-curves.html

https://sriramal.blogspot.com/2023/01/calculus.html

https://sriramal.blogspot.com/2023/02/derivatives.html

https://sriramal.blogspot.com/2023/02/applications-of-trig-functions.html

https://sriramal.blogspot.com/2023/02/the-essence-of-calculus.html

Machine Learning

https://sriramal.blogspot.com/2018/07/machine-learning-part-1.html

https://sriramal.blogspot.com/2019/07/machine-learning_28.html

https://sriramal.blogspot.com/2019/07/machine-learning.html

https://sriramal.blogspot.com/2019/07/machine-learning_90.html

https://sriramal.blogspot.com/2019/07/machine-learning_66.html

https://sriramal.blogspot.com/2019/08/mathematical-foundation-for-machine.html

https://sriramal.blogspot.com/2019/08/machine-learning.html

https://sriramal.blogspot.com/2019/08/data-analytics-and-machine-learning.html

https://sriramal.blogspot.com/2019/08/2019-aws-sagemaker-and-machine-learning.html

https://sriramal.blogspot.com/2019/09/data-science.html

https://sriramal.blogspot.com/2019/09/data-engineer-vs-data-scientist.html

https://sriramal.blogspot.com/2019/11/data-science.html

https://sriramal.blogspot.com/2019/11/artificial-intelligence.html

https://sriramal.blogspot.com/2019/11/machine-learning.html

https://sriramal.blogspot.com/2020/01/machine-learning-interview.html

https://sriramal.blogspot.com/2020/11/machine-learning.html

https://sriramal.blogspot.com/2020/11/machine-learning_21.html

https://sriramal.blogspot.com/2022/11/data-science-foundations-fundamentals.html

https://sriramal.blogspot.com/2022/11/the-main-ideas-of-least-squares-and.html

https://sriramal.blogspot.com/2023/01/confusion-matrix.html

https://sriramal.blogspot.com/2023/01/linear-regression-vs-logistic-regression.html

https://sriramal.blogspot.com/2023/02/httpswww.html

https://sriramal.blogspot.com/2023/02/bayes-theorem-intuition.html

https://sriramal.blogspot.com/2023/02/first-machine-learning-solution.html

https://sriramal.blogspot.com/2023/02/machine-learning-models-in-python-with.html

https://sriramal.blogspot.com/2023/02/machine-learning.html

https://sriramal.blogspot.com/2023/02/2020-machine-learning-roadmap.html

https://sriramal.blogspot.com/2023/02/regression-vs-classification.html

https://sriramal.blogspot.com/2023/02/machine-learning-python.html

AI

https://sriramal.blogspot.com/2021/01/image-classification-with-pytorch.html

https://sriramal.blogspot.com/2022/11/learn-pytorch-for-deep-learning-in-day.html

https://sriramal.blogspot.com/2022/11/neural-networks.html

https://sriramal.blogspot.com/2022/11/cnn-convolutional-neural-networks.html

https://sriramal.blogspot.com/2022/11/practical-deep-learning-for-coders-2022.html

https://sriramal.blogspot.com/2023/01/deep-learning-image-recognition.html

https://sriramal.blogspot.com/2023/03/clip.html

Latex

 

https://detexify.kirelabs.org/classify.html

https://www.youtube.com/watch?v=lgiCpA4zzGU

async

 

https://www.youtube.com/watch?v=r_clm92NI1s

https://www.youtube.com/watch?v=9j1dZwFEJ-c

LLM from scratch

 https://lightning.ai/

LLM from Scratch

https://www.youtube.com/watch?v=kCc8FmEb1nY&t=14s

source code and LLM

 

https://sourcegraph.com/blog/how-cody-understands-your-codebase

For Code

CodeLLaMA

StarCoder

GPT4All-J (Code-Focused Models)

SantaCoder

PrivateGPT for Code

AnythingLLM

Chatd

GPT4All

PrivateGPT

LocalAI