From 99791051dc753459fde790b080583863f66e80b5 Mon Sep 17 00:00:00 2001 From: chamodperera Date: Fri, 7 Oct 2022 13:08:45 +0530 Subject: [PATCH] added e books --- README.md | 61 +++++++++++++++++++++++++++++++++++++++++-------------- 1 file changed, 46 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index b7a616a..4c2a580 100644 --- a/README.md +++ b/README.md @@ -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) @@ -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) | + +
+ +# 📙 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) | +