✨ Comprehensive Study Resources ✨

A curated collection of books and references for Computer Vision, Machine Learning, Deep Learning, NLP, Python, and more.
A collection of more than 200+ programming ebooks at one place at no cost

Before We Dive In, Here Are Some Cool Sites You Should Visit at Least Once

Goal Kicker
RoadMap.sh
MlCourse.ai - classic ml
dl2.ai - Main DL concepts with clear explanation and practical implementation
Devops for DataScience
for LLMS Enthusiasts

(*a small collection of links shared by Marian covering ML, DL, DevOps, and LLM tools.)

Roadmap for AIML (Beginners)

If you prefer everything in a proper blog format, I’ve written detailed guides that cover:

where to start ?
what exact topics to focus on ?
and how to progress in the right order

Roadmap guide (Part 1): Roadmap : AIML | Medium
Detailed topics breakdown (Part 2): Roadmap 2 : AIML | medium

Symbol Table

| Symbol | Meaning | | :----: | :---------------------------------------------- | | 🌟 | Highly recommended / Must-read |

Lang-Other

C / C++ Books

1) Intermediate C Programming 2) C++ Primer (5th Edition, 2013) 3) Professional C++ 4) Expert C++

JavaScript / TypeScript / Web / ML Books

1) React Brochure 2) Unpacking Intermediate JavaScript 3) Text Processing with JavaScript 4) You Don’t Know JS: Async & Performance 5) You Don’t Know JS: ES6 & Beyond (Kyle Simpson) 6) Effective TypeScript 7) Learning TensorFlow.js (Gant Laborde)

Mix-Uncategorized

11) 2015 Book DataMining 2) 25 most popular Python scripts for network security 3) Attacks, Defenses and Testing for Deep Learning 4) Automate The Boring Stuff With Python 5) Build a Backend REST API with Python Django - Beginner 6) Building Python Web APIs with FastAPI 7) Building Modern GUIs with Tkinter and Python Building user friendly 8) ChatGPT Prompts Book (2024).pdf) 9) Cybersecurity Architect s Handbook 10) fastApi modern web dev 11) Hands on python web scraping 12) Hypermodern Python Tooling 13) Justin Seitz Black Hat Python Python Programming for Hackers and 14) Learning GraphQL by Eve Porcello, Alex Banks (2018).pdf) 15) Learning TypeScript Enhance Your Web Development Skills Using Type 16) make python talk speech recognition 17) Mark Liu Make Python Talk Build Apps with Voice Control and Speech 18) PYQT5 19) Python GUI Automation for Beginners 20) Python Testing with pytest by Brian Okken 21) Python Concurrency with asyncio Matthew Fowler 22) tkinter-gui-programming-example 23) TkinterWidgets 24) Visual Analytics with Tableau® 25) Visualising Quantum Mechanics with Python 26) [[O

Reilly] - Programming Python, 4th ed  - [Lutz]](https://github.com/Rishabh-creator601/Books/blob/master/python_books/[O%60Reilly]%20-%20Programming%20Python,%204th%20ed.%20-%20[Lutz].pdf%20(%20PDFDrive%20).pdf)

<ins>ML-DL-Broad</ins>
2019 Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play by David Foster
6185 Machine Learning in Action
AI and ML for Coders B1 🌟
Advanced Deep Learning with TensorFlow 2 and Keras
Ankur A Patel Hands On Unsupervised Learning Using Python 🌟
Applied DL PyTorch
Auto ML
Building Machine Learning Systems with Python - Richert, Coelho
Building Machine Learning Systems with Python - Second Edition
Building Recommendation Systems in Python and JAX
Data Preparation for Machine Learning: Data Cleaning, Feature Selection, and Data Transforms in Python by Jason Brownlee.pdf)
Deep Learning for Time Series Forecasting - Predict the Future with MLPs, CNNs and LSTMs in Python by Jason Brownlee.pdf)
Deep Learning with Applications Using Python: Chatbots, Face, Object, and Speech Recognition with TensorFlow and Keras.pdf)
Deep Learning with Python part 2 🌟
Deep Learning with Python 🌟
Deep Learning with PyTorch
Deep Learning for Coders with fastai and PyTorch
Elements of Statistical Learning
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Fundamentals of Deep Learning
Generative Adversarial Networks with Python by Jason Brownlee.pdf)
Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play by David Foster
Graph Neural Network Guide
Hands-On Machine Learning with Scikit Learn and TensorFlow
Imbalanced Classification with Python by Jason Brownlee.pdf)
Inside Deep Learning: Math, Algorithms, Models by Edward Raff Manning
Introduction to Machine Learning with Python - min-min.pdf)
Introduction to Time Series Forecasting with Python by Jason Brownlee.pdf)
Learning TensorFlow - A Guide to Building Deep Learning.pdf)
Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R
Machine Learning for the Web
Machine Learning for the Web: Explore the Web and Make Smarter Predictions Using Python
Machine Learning Some Projects
Machine Learning with TensorFlow
[Neural Network from Scratch 🌟 [Sentdex Book]](https://github.com/Rishabh-creator601/Books/blob/master/ML-DL-BROAD/neural%20network%20from%20scratch.pdf)
Practical Recommender Systems - Kim Falk (Manning, 2019).pdf)
Practical Statistics for Data Scientists: 50 Essential Concepts Using R and Python
Pro Machine Learning Algorithms
Programming PyTorch for Deep Learning (2020).pdf)
Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications
Recommendation System Guide 🌟
Rowel Atienza - Advanced Deep Learning with TensorFlow 2 and Keras, 2nd Edition

TensorFlow Developer Certificate Guide (2023).pdf)
TensorFlow in Action
The GAN Book
The Hundred Page Machine Learning Book 🌟
AI-Machine-Learning-Coders-Programmers 🌟
Building Machine Learning Projects with TensorFlow
Debugging NNs
GANs in Action
Machine Learning and Torch
Torch-Mech-Algorthsm 🌟



<ins> Natural Language Processing (NLP) </ins> 
1) 1  starter  🌟
2) 2  The Handbook of NLP with Gensim 🌟
3) [3  only half book [spacy]](https://github.com/Rishabh-creator601/Books/blob/master/NLP/SEQUENCESETBOOKS/3.%20only%20half%20book%20[spacy].pdf)
4) 4  NlP Bert and transformers 🌟
5) 5  Python Transformers By Huggingface Hands On- 101 practical   Joshua K  Cage   🌟.pdf)
6) 6  Natural Language Processing in Action  Understanding, analyzing, and generating text with Python.pdf)
7) [7   [NLP] Natural Language Processing with PyTorch (2019)](https://github.com/Rishabh-creator601/Books/blob/master/NLP/SEQUENCESETBOOKS/7.%20%20[NLP]%20Natural%20Language%20Processing%20with%20PyTorch%20(2019).pdf)
8) [chatbot project [extra]](https://github.com/Rishabh-creator601/Books/blob/master/NLP/SEQUENCESETBOOKS/chatbot%20project%20[extra].pdf)
9) Intermediate Nlp
10) [Just read [NO Code ]](https://github.com/Rishabh-creator601/Books/blob/master/NLP/SEQUENCESETBOOKS/Just%20read%20[NO%20Code%20].pdf)
11) Nlp easy math Book

<ins> Non_Foundation-Theorybooks </ins> 
1) Nine Algorithms that Changed the Future The Ingenious Ideas that
2) Programming Languages
3) Quantum Computing
4) Quantum Machine Learning
5) Statistical Prediction and Machine Learning
6) The Internet Book Everything You

<ins> Old_Gold </ins> 
1) 30 books
2) How to Talk to Anyone 92 Little Tricks for Big Success in Relationships by Leil Lowndes
3) Influence  The Psychology of Persuasion.pdf)

<ins>Python_Books</ins>

Hypermodern Python Tooling
Learning Python
Python Essential Reference, Fourth Edition
Python Concurrency with asyncio Matthew Fowler
The Python Standard Library by Example

[[OReilly] - Programming Python, 4th ed - Lutz](https://github.com/Rishabh-creator601/Books/blob/master/python_books/[O%60Reilly]%20-%20Programming%20Python,%204th%20ed.%20-%20[Lutz].pdf%20(%20PDFDrive%20).pdf)
Core Application Programming
Effective Python
Fluent Python 🌟
Python Cookbook