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61 changes: 46 additions & 15 deletions README.md
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Expand Up @@ -13,25 +13,30 @@ Please read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new

## Table of Contents

- [📃 Documentations Resources](#-documentations)
- [Topic Learning Resources ![Awesome](https://github.com/debrajhyper)](#topic-learning-resources-)
- [Table of Contents](#table-of-contents)
- [📃 Documentations](#-documentations)
- [⚡ Development Doc](#-development-doc)
- [🎯 Frameworks/Library Doc](#-frameworkslibrary-doc)
- [📄 Misc Doc](#-misc-doc)
- [👩🏻‍💻 Programming Doc](#-programming-doc)
- [🖥️ Competitive Programming](#%EF%B8%8F-competitive-programming)
- [💻 Video/Playlist Resources](#-videoplaylist)
- [🧩 Block Programming](#-block-programming)
- [💡 Artificial Intelligence](#-artificial-intelligence)
- [🔥 Backend Development](#-backend-development)
- [🌀 Backend Frameworks/Library](#-backend-frameworkslibrary)
- [📂 Database](#-database)
- [📈 Data Science](#-data-science)
- [🎓 DSA](#-dsa)
- [🌊 Frontend Development](#-frontend-development)
- [⚡ Frontend Frameworks/Library](#-frontend-frameworkslibrary)
- [📑 Machine Learning](#-machine-learning)
- [📄 Misc](#-misc)
- [👩🏻‍💻 Programming](#-programming)
- [🖥️ Competitive Programming](#️-competitive-programming)
- [Learn SQL](#learn-sql)
- [💻 Video/Playlist](#-videoplaylist)
- [🧩Block Programming](#block-programming)
- [💡 Artificial Intelligence](#-artificial-intelligence)
- [🔥 Backend Development:](#-backend-development)
- [🌀 Backend Frameworks/Library](#-backend-frameworkslibrary)
- [📂 Database](#-database)
- [📈 Data Science](#-data-science)
- [🎓 DSA](#-dsa)
- [🌊 Frontend Development](#-frontend-development)
- [⚡ Frontend Frameworks/Library](#-frontend-frameworkslibrary)
- [📑 Machine Learning](#-machine-learning)
- [📄 Misc](#-misc)
- [👩🏻‍💻 Programming:](#-programming)
- [🖥️ Competitive Programming Tutorials](#️-competitive-programming-tutorials)
- [E-Books](#e-books)

- [🖥️ Competitive Programming Tutorials](#%EF%B8%8F-competitive-programming-tutorials)
- [💻 Learn SQL](#-Learn-SQL)
Expand Down Expand Up @@ -371,3 +376,29 @@ Please read [`contributing guidelines`](./CONTRIBUTING.md) before submitting new
| Beginner Topics For CP| COPS IIT-(BHU) | [click here](https://www.youtube.com/playlist?list=PLLt4yMoVgczX0qAe_Q1ZHpDdd3_IRrCx6) |
| C++ STL | Utkatsh Gupta | [click here](https://youtu.be/PZogbfU4X5E) |
| C++ STL(Full Course) | Luv | [click here](https://www.youtube.com/playlist?list=PLauivoElc3gh3RCiQA82MDI-gJfXQQVnn) |

<br/>

# 📙 E-Books

## 📈 Data Science

| TOPIC | SOURCE NAME | LINK |
| --------------------------------------------------------- | ----------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Advanced Analytics with Spark | O'Reilly | [click here](https://drive.google.com/file/d/1kGATl69MKe8hMEY4vBMSSfgppZT1o13S/view?usp=sharing) |
| An Introduction to Data Science | Syracuse University | [click here](https://drive.google.com/file/d/1n8JFhmr8sZfrhN7R_pCii0DuM4G8ucje/view?usp=sharing) |
| Data Mining and Analysis_ Fundamental Concepts and Algorithms | Cambridge University Press | [click here](https://drive.google.com/file/d/1oo6vg37ZJ5P9R0NQb17unkB-q5bc7pk9/view?usp=sharing) |
| Data Mining_ Practical Machine Learning Tools and Techniques | Morgan Kaufmann Publishers | [click here](https://drive.google.com/file/d/1CH0XET-JxcIvsp4b4-YVy_l4FPOFAqDC/view?usp=sharing) |
| Data-Intensive Text Processing with MapReduce | University of Maryland | [click here](https://drive.google.com/file/d/1jG57VS2AXJW7Ld2ZmlIgenGe-CQSNMbC/view?usp=sharing) |
| Mining of Massive Datasets | Anand Rajaraman, Jure Leskovec, Jeffrey D. Ullman | [click here](https://drive.google.com/file/d/1YcjVcuuH97YcsaqvYyvnTiH0jU1vvJRo/view?usp=sharing)


## 📑 Machine Learning

| TOPIC | SOURCE NAME | LINK |
| --------------------------------------------------------- | ----------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Fundamentals of Deep Learning | O'Reilly | [click here](https://drive.google.com/file/d/1IdZUUITdxpWhRp7apimdx5HY7RwvICji/view?usp=sharing) |
| Introduction to Machine Learning | Amnon Shashua | [click here](https://drive.google.com/file/d/1q10AQ5l7f1iIM3J63qSQjrK7aKKAHnCo/view?usp=sharing) |
| Machine Learning For Dummies | John Wiley & Sons, Inc | [click here](https://drive.google.com/file/d/1rat6Ud7LGlwI4IJFAcFmtO0cPxJpkKGh/view?usp=sharing) |
| Practical Machine Learning with Python | Dipanjan Sarkar, Raghav Bali and Tushar Sharma | [click here](https://drive.google.com/file/d/13tM8AJ5EAJ_CGVZ_AFlk3DRIg_TpP6PH/view?usp=sharing) |