Machine Learning

বাংলায় মেশিন লার্নিং

Manos Kumar Mondol

শূন্য থেকে পাইথন মেশিন লার্নিং: হাতেকলমে সাইকিট-লার্ন

Rakibul Hassan (HTML, [Jupyter Notebook](https://github.com/raqueeb/ml

হাতেকলমে পাইথন ডীপ লার্নিং

Rakibul Hassan

হাতেকলমে মেশিন লার্নিং: পরিচিতি, প্রজেক্ট টাইটানিক, আর এবং পাইথনসহ

Rakibul Hassan

<랭체인LangChain 노트> - LangChain 한국어 튜토리얼

테디노트

딥 러닝을 이용한 자연어 처리 입문

유원준, 상준

Pytorch로 시작하는 딥 러닝 입문

유원준, 상준

A Brief Introduction to Machine Learning for Engineers

Osvaldo Simeone

A Brief Introduction to Neural Networks

A Comprehensive Guide to Machine Learning

Alex Yang (PDF)

A Course in Machine Learning

A First Encounter with Machine Learning

Max Welling (PDF) *( :card_file_box: archived)*

A Selective Overview of Deep Learning

Zhong (PDF)

Algorithms for Reinforcement Learning

Csaba Szepesvári

An Introduction to Statistical Learning

Robert Tibshirani

Applied Machine Learning for Tabular Data

Kjell Johnson (HTML) *( :construction: in process)*

Approaching Almost Any Machine Learning Problem

Abhishek Thakur

Automated Machine Learning - Methods, Systems, Challenges

EPUB)

Bayesian Reasoning and Machine Learning

CS50's Introduction to Artificial Intelligence with Python

David Malan

Deep Learning

Aaron Courville

Deep Learning for Coders with Fastai and PyTorch

Sylvain Gugger (Jupyter Notebooks)

Dive into Deep Learning

Elements of AI

University of Helsinki

Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises

James L. McClelland

Foundations of Machine Learning, Second Edition

Ameet Talwalkar

Free and Open Machine Learning

Maikel Mardjan

Gaussian Processes for Machine Learning

Christopher K.I. Williams

IBM Machine Learning for Dummies

Daniel Kirsch

Information Theory, Inference, and Learning Algorithms

David J.C. MacKay

Interpretable Machine Learning

Christoph Molnar

Introduction to CNTK Succinctly

James McCaffrey

Introduction to Machine Learning

Amnon Shashua

Introduction to Machine Learning Systems

Vijay Janapa Reddi

Keras Succinctly

James McCaffrey

Learn Tensorflow

Jupyter Notebooks

Learning Deep Architectures for AI

Yoshua Bengio

Machine Learning

Machine Learning Crash Course

Google

Machine Learning for Beginners

Microsoft

Machine Learning for Data Streams

Bernhard Pfahringer

Machine Learning from Scratch

Jupyter Book)

Machine Learning, Neural and Statistical Classification

C.C. Taylor

Machine Learning Simplified

Andrew Wolf

Machine Learning with Python

Tutorials Point

Mathematics for Machine Learning

Garrett Thomas

Mathematics for Machine Learning

Cheng Soon Ong

Neural Network Design (2nd Edition)

Orlando De Jesús (PDF)

Neural Networks and Deep Learning

Pattern Recognition and Machine Learning

Christopher M. Bishop