E-Books Library 📚

This repository contains e-books for a set of technology stacks that I have been working on/interested in. Get as much as you can from this collection. I have put my time and effort in making this collection, Use it wisely but not for commercial purpose.

Any PR and suggestions are welcomed.

Books List

AI & Machine Learning (Deep Learning, NLP, etc.)

• An Introduction to Machine Learning Interpretability [pdf]
• Applied Text Analysis with Python - Enabling Language Aware Data Products with Machine Learning [pdf] [epub]
• Bayesian Networks and Influence Diagrams A Guide to Construction and Analysis [pdf]
• Big Data, Data Mining and Machine Learning [pdf]
• Collaborative filtering [pdf]
• Collective Intelligence in Action [pdf]
• Collective Intelligence [pdf]
• Computational Intelligence [pdf]
• Convolutional Neural Networks in Python [epub]
• Data Mining - Practical Machine Learning Tools and Techniques [pdf]
• Deep Learning Cookbook - Practical Recipes to Get Started Quickly [pdf] [epub]
• Deep Learning for Search [pdf]
• Deep Learning with Python [pdf]
• Feature Engineering for Machine Learning - Principles and Techniques for Data Scientists [pdf]
• Generative Deep Learning - Teaching Machines to Paint, Write, Compose, and Play [epub]
• Grokking Deep Learning [pdf]
• Hands On Unsupervised Learning Using Python - How to Build Applied Machine Learning Solutions from Unlabeled Data [epub]
• Hands-On Machine Learning with Scikit-Learn and TensorFlow [epub]
• Machine Learning Cheat Sheet [pdf]
• Machine Learning for Hackers [pdf] [epub]
• Machine Learning with Python Cookbook - Practical Solutions from Preprocessing to Deep Learning [pdf]
• Natural Language Annotation for Machine Learning [pdf] [epub]
• Natural Language Processing in Action - Understanding, analyzing, and generating text with Python [pdf]
• Natural Language Processing with PyTorch - Build Intelligent Language Applications Using Deep Learning [pdf]
• Practical Machine Learning Tools and Techniques [pdf]
• Practical Recommender Systems [pdf]
• Programming Collective Intelligence [epub]
• Relevant Search With Applications for Solr and Elasticsearch [epub]
• Strengthening Deep Neural Networks - Making AI Less Susceptible to Adversarial Trickery [epub]

TensorFlow

• Hands On Machine Learning with Scikit Learn, Keras, and Tensorflow (Updated Release) [pdf]
• Hands-On Machine Learning with Scikit Learn, Keras and TensorFlow [pdf] [epub]
• Machine Learning with TensorFlow [pdf]
• TensorFlow for Machine Intelligence - A Hands-On Introduction to Learning Algorithms [pdf] [epub]
• The Lion Way - Machine Learning plus Intelligent Optimization [pdf]

Agile Methodologies

• Agile Analytics [pdf]
• Agile Business Intelligence [pdf]
• Agile Estimating and Planning [pdf]
• Agile Methods - Large-Scale Development, Refactoring, Testing, and Estimation [pdf]
• Agile Retrospectives - Making Good Teams Great [pdf]
• Agile Testing - A Practical Guide for Testers and Agile Teams [pdf]
• Agile for Everybody - Creating Fast, Flexible, and Customer First Organizations [pdf]
• Clean Code - A Handbook of Agile Software Craftsmanship [pdf]
• Coaching Agile Teams A Companion for ScrumMasters, Agile Coaches, and Project Managers in Transition [pdf]
• Kanban - Successful Evolutionary Change for Your Technology Business [epub]
• Management 3.0 - Leading Agile Development [pdf]

Angular

• AngualrJS Fundamentals [pdf]
• Angular in Action [pdf]
• AngularJS [pdf]
• Testing Angular Applications [pdf]

Apache

• Apache Sqoop Cookbook [pdf] [epub]
• Getting Started with Kudu [epub]
• Getting Started with Storm [pdf]
• Learning Apache OpenWhisk - Developing Open Serverless Solutions [epub]
• ZooKeeper - Distributed process coordination [pdf]

Apache Hadoop

• Architecting Modern Data Platforms - A Guide To Enterprise Hadoop At Scale [pdf]
• Hadoop - The Definitive Guide [pdf] [epub]
• Hadoop in the Enterprise - Architecture - A Guide to Successful Integration [pdf]

Apache Kafka

• Kafka - Real Time Data and Stream Processing at Scale [pdf]
• Kafka - The Definitive Guide [pdf]
• Kafka Streams in Action - Real time apps and microservices with the Kafka Streaming API [pdf]

Apache Spark

• Advanced Analytics with Spark - Patterns for Learning from Data at Scale [pdf] [epub]
• Big Data Analytics with Spark - A Practitioner's Guide to Using Spark for Large Scale Data Analysis [pdf]
• Graph Algorithms - Practical Examples in Apache Spark and Neo4j [pdf]
• Learning Spark [pdf]
• Spark - The Definitive Guide - Big Data Processing Made Simple [pdf]
• Spark in Action [pdf]
• Stream Processing with Apache Spark - Mastering Structured Streaming and Spark Streaming [epub]

Big Data

• A Workflow Approach to Stream Processing [pdf]
• Architecting HBase Applications [epub]
• Big Data For Dummies [pdf]
• Big Data Glossary [pdf] [epub]
• MapReduce Design Patterns - Building Effective Algorithms and Analytics for Hadoop and Other Systems [pdf] [epub]
• Privacy and Big Data [pdf]
• Programming Hive [epub]
• The Enterprise Big Data Lake - Delivering the Promise of Big Data and Data Science [pdf]

Computer Science

• Algorithmic Graph Theory and Sage [pdf]
• Algorithms for Interviews [pdf]
• Category Theory for Computer Science [pdf]
• Code Complete - A Practical Handbook of Software Construction [pdf]
• Interview Preparations Kit - Software Engineer [pdf]
• Jurans Quality Handbook [pdf]
• Schema Matching and Mapping [pdf]
• The Clean Coder - A Code of Conduct for Professional Programmers [pdf]
• The Pragmatic Programmer From Journeyman to Master [pdf]
• Understanding Computation - From Simple Machines to Impossible Programs [pdf]

Crypto Currencies

• Building Ethereum DApps - Decentralized Applications on the Ethereum Blockchain [epub]
• Programming Bitcoin - Learn How to Program Bitcoin from Scratch [pdf]

Data Mining, Science and Analysis

• Data Mining - Foundations and Intelligent Paradigms: Volume 2: Statistical, Bayesian, Time Series and other Theoretical Aspects [pdf]
• 21 Recipes for Mining Twitter [pdf]
• Advanced Techniques in Web Intelligence – [Part I] [Part II]
• An Introduction to Information Retreival [pdf]
• Bad Data Handbook - Cleaning Up The Data So You Can Get Back To Work [pdf]
• Business Intelligence Data Mining and Optimization for Decision Making [pdf]
• Create a Data Driven Organization [pdf] [epub]
• Dark Web Exploring and Data Mining the Dark Side of the Web [pdf]
• Data Analysis with Open Source Tools [pdf]
• Data Mashups in R [pdf]
• Data Mining - Concepts, Models, Methods, and Algorithms [pdf]
• Data Mining - Foundations and Intelligent Paradigms: Volume 1: Clustering, Association and Classification [pdf]
• Data Mining Concepts and Techniques [pdf]
• Data Mining, Science and Analysis/Data Mining For Business Intelligence
• Data Mining Methods for Recommender Systems [pdf]
• Data Mining and Statistics for Decision Making [pdf]
• Data Science from Scratch [pdf] | [epub]
• Data Science on the Google Cloud Platform [epub]
• Data Science with Python and Dask Manning Publications (2019) [epub]
• Data Source Handbook [pdf]
• Data Stream Mining - A Practical Approach [pdf]
• Decision Support Systems For Business Intelligence [pdf]
• Designing Data-Intensive Applications - The Big Ideas Behind Reliable, Scalable and Maintainable Systems [pdf] [epub]
• Designing Data-Intensive Web Applications [pdf]
• Emergent Web Intelligence Advanced Information Retrieval [pdf]
• Foundations for Architecting Data Solutions - Managing Successful Data Projects [pdf]
• Innovations in Classification, Data Science, and Information Systems [pdf]
• Mining Business Databases [pdf]
• Mining Text Data [pdf]
• Mining of Data with Complex Structures [pdf]
• Mining of Massive Datasets [pdf]
• Mining the Social Web [pdf] [epub]
• Modeling With Data [pdf]
• New Trends in Computational Collective Intelligence [pdf]
• Principles of Data Quality [pdf]
• Python for Data Analysis [pdf] [epub]
• Social Data Mining [pdf]
• Text Mining Classification, Clustering, and Applications [pdf]
• The Data Analytics Handbook [pdf]
• The Data Science Book [pdf]
• The Elements of Statistical Learning - Data Mining, Inference, and Prediction [pdf]
• Think Like a Data Scientist. Tackle the data science process step by step [pdf]
• Web Data Mining [pdf]
• Web Information Retrieval [pdf]
• Web Mining and Social Networking Techniques and Applications [pdf]
• Web Scraping with Python - Collecting More Data from the Modern Web [pdf]

Data Visualization

• Beautiful Data [pdf]
• Beautiful Visualization [pdf]
• Designing Data Visualizations [pdf]
• Fundamentals of Data Visualization - A Primer on Making Informative and Compelling Figures [pdf]
• Interactive Data Visualization for the Web [pdf]
• Visualizing Data [pdf]

Databases

• Graph Databases [pdf] [epub]
• Graphics of Large Datasets [pdf]
• Learning SPARQL [epub]

MongoDB

• MongoDB - Applied Design Patterns, Practical Use Cases with the Leading NoSQL Database [pdf]
• MongoDB - The Definitive Guide [pdf] [epub]
• MongoDB Applied Design Patterns - Practical Use Cases with the Leading NoSQL Database [epub]
• NoSQL Database Technology - A Survey and Comparison of Systems [pdf]

Design

• Design for How People Think - Using Brain Science to Build Better Products [pdf]
• Designing Interfaces - Patterns for Effective Interaction Design [pdf]
• Designing with the Mind in Mind Simple Guide to Understanding User Interface Design Rules [pdf]
• Global UX Design and Research in a Connected World [pdf]
• Responsive Web Design [pdf]
• The Design of Everyday Things [pdf]
• The Essential Guide to User Interface Design [pdf]
• The Grammar of Graphics [pdf]
• The Principles of Beautiful Web Design [pdf]
• User Interface Design for Programmers [pdf]
• User Story Mapping - Discover the Whole Story, Build the Right Product [pdf]

DevOps (Docker, Kubernetes, etc.)

• Amazon Web Services in Action [pdf]
• Cloud Native Patterns - Designing change tolerant software [pdf]

Docker

• Docker Up and Running [pdf] [epub]
• Docker in Action [pdf]
• Docker in Practice [pdf]
• Introduction to Docker [pdf]
• Effective DevOps - Building a Culture of Collaboration, Affinity, and Tooling at Scale [epub]
• Infrastructure as Code - Managing Servers in the Cloud [epub]
• Jenkins 2 Up and Running - Evolve Your Deployment Pipeline for Next Generation Automation [pdf]

Kubernetes

• Cloud Native DevOps with Kubernetes [pdf]
• Kubernetes Management Design Patterns With Docker, CoreOS Linux, and Other Platforms [pdf]
• Kubernetes Microservices with Docker [pdf]
• Kubernetes in Action [pdf]
• Programming Kubernetes - Developing Cloud Native Applications [epub]
• Practical Cloud Security - A Guide for Secure Design and Deployment [pdf]
• Prometheus - Up & Running - Infrastructure and Application Performance Monitoring [pdf]
• Securing Devops - Safe Services in the Cloud [pdf]
• Site Reliability Engineering - How Google Runs Production Systems [pdf] [epub]
• The DevOps 2.0 Toolkit - Automating the Continuous Deployment Pipeline with Containerized Microservices [pdf]
• The DevOps Adoption Playbook - A Guide to Adopting DevOps in a Multi-Speed IT Enterprise [pdf]
• The Site Reliability Workbook - Practical Ways to Implement SRE [pdf]
• Using AWS Lambda and Claudia.js [pdf]

Elasticsearch

• Elasticsearch - The Definitive Guide [pdf]
• Elasticsearch in Action [pdf]
• Relevant Search - With applications for Solr and Elasticsearch [pdf]

Git (Version Control)

• Git - Giant Undo Button [pdf]
• Git Internals [pdf]
• Pro GIT [pdf]
• Version Control by Example [pdf]

Go

• Concurrency in Go - Tools and Techniques for Developers [pdf]

Java

• Enterprise Java Microservices [epub]
• Learning Java [pdf] [epub]
• Microservices Patterns - With examples in Java [pdf]
• Modern Java in Action - Lambda, streams, functional and reactive programming [pdf]

JavaScript

• Data Structures and Algorithms with JavaScript [pdf] [epub]
• Data Wrangling with JavaScript [pdf]
• Electron in Action [pdf]
• Essential JavaScript Design Patterns [pdf]
• HTML5 and JavaScript Web Apps [pdf]
• High Performance JavaScript [pdf]
• Human JavaScript [pdf] [epub]
• JavaScript - The Definitive Guide [epub]
• JavaScript A Beginners Guide [pdf]
• JavaScript Cookbook [pdf]
• JavaScript Patterns [pdf]
• JavaScript The Definitive Guide [pdf]
• JavaScript The Good Parts [pdf] [epub]
• JavaScript Web Applications [pdf]
• Learn Functional Programming by Implementing SQL with Underscore.js Presentation [pdf]
• Learning JavaScript Design Patterns [pdf] [epub]
• Maintainable JavaScript [pdf]
• Mastering Modular JavaScript [pdf]
• Pro JavaScript Design Patterns [pdf]
• Redux in Action [pdf]
• Rxjs in Action [pdf]
• Secrets of the JavaScript Ninja [pdf]
• Security for Web Developers Using JavaScript, HTML, and CSS [epub]
• Testable JavaScript [pdf] [epub]
• TypeScript Accelerated [epub]

Management

• Management 3.0 - Leading Agile Developers, Developing Agile Leaders [epub]
• The Bastard Operator From Hell [pdf]
• The Lean Startup - How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses [pdf]
• The Minto Pyramid Principle - Logic in Writing, Thinking, & Problem Solving [pdf]

Math (Statistics, Linear Algebra, etc.)

• Linear Algebra Explained In Four Pages [pdf]
• Linear Algebra [pdf]
• Think Bayes - Bayesian Statistics Made Simple [pdf]
• Think Stats - Exploratory Data Analysis in Python [pdf]
• Think Stats [pdf] [epub]

Misc.

• Algorithms to Live By: The Computer Science of Human Decisions [pdf] [epub]
• Anything You Want - 40 Lessons for a New Kind of Entrepreneur [pdf] [epub]
• Atomic Habits - An Easy & Proven Way to Build Good Habits & Break Bad Ones [pdf] [epub]
• Business Adventures - Twelve Classic Tales from the World of Wall Street [pdf] [epub]
• Competing Against Luck - The Story of Innovation and Customer Choice [pdf] [epub]
• Contagious - Why Things Catch On [pdf] [epub]
• Crossing the Chasm - Marketing and Selling Disruptive Products to Mainstream Customers [pdf]
• Daily Rituals - How Great Minds Make Time, Find Inspiration, and Get to Work [pdf] [epub]
• Dealing with China - An Insider Unmasks the New Economic Superpower [pdf]
• Debugging Teams - Better Productivity through Collaboration [pdf] [epub]
• Deep Work - Rules for Focused Success in a Distracted World [pdf] [epub]
• Help Any Team Build a Better Experience [epub]
• The Growth Handbook by Intercom [epub]
• The Laws of Simplicity [pdf]

Misc. Programming

• Elixir in Action [pdf]
• Elm Accelerated [epub]
• Reactive Applications with Akka.Net [pdf]

Node.js

• Building Hypermedia APIs with HTML5 and Node [pdf]
• Node Up and Running [pdf]
• Node for Front-End Developers [pdf]
• Node.js in Action [pdf]

Python

• Classic Computer Science Problems in Python [pdf]
• Learning Python - Powerful Object-Oriented Programming [pdf] [epub]
• Python Essential Reference [pdf]
• Python for Finance - Mastering Data Driven Finance [epub]
• Think Python [pdf]

R

• Getting Started with RStudio [pdf]
• R Cookbook - Proven Recipes for Data Analysis, Statistics, and Graphics [epub]

React

• Hands On Design Patterns with React Native [epub]
• Isomorphic Web Applications - Universal Development with React [epub]
• React Native in Action [pdf]

Redis

• Redis in Action [pdf]

Regular Expressions

• Mastering Regular Expressions [pdf]
• Regular Expression Pocket Reference [pdf]
• Regular Expressions Cookbook [pdf]

Semantic Web

• A Developer’s Guide to the Semantic Web [pdf]
• Emergent Web Intelligence Advanced Semantic Technologies [pdf]
• Linked Data - Evolving The Web Into A Global Data Space [pdf]
• Linked Open Data - The Essentials [pdf]
• Practical Semantic Web and Linked Data Applications [pdf]
• Programming The Semantic Web [pdf]
• Semantic Web Programming [pdf]
• Semantic Web Services For Web Databases [pdf]
• Semantic Web Services [pdf]
• Semantic Web Technologies for Business Intelligence [pdf]
• Semantic Web for the Working Ontologist [pdf]

Software Engineering and Architecture

• AI for People and Business - A Framework for Better Human Experiences and Business Success [epub]
• API Design Cookbook [pdf]
• APIs A Strategy Guide [pdf]
• Architecting for Scale [epub]
• Building Evolutionary Architectures [pdf]
• Building Adaptable Software with Microservices [pdf]
• Building Microservices [pdf] [epub]
• Clean Code Collection [epub]
• Clean code - A handbook of agile software craftsmanship [epub]
• Dependency Injection Principles, Practices, and Patterns [pdf]
• Designing Distributed Systems [epub]
• Facebook - A Focus on Efficieny [pdf]
• HTTP - 2 in Action [pdf]
• Hands-on Domain-driven Design by Example [epub]
• Information Architecture For the Web and Beyond [pdf] [epub]
• Learning Chaos Engineering - Discovering and Overcoming System Weaknesses Through Experimentation [epub]
• Microservices Designing Deploying [pdf]
• Production Ready Microservices [pdf] [epub]
• Reactive Design Patterns [pdf]
• Scalable and Modular Architecture [epub]
• Streaming Data - Understanding the Real Time Pipeline [pdf]
• Understanding Computation - From Simple Machines to Impossible Programs [epub]

Web Development (HTML, CSS)

• CSS FlexBox [pdf]
• CSS in Depth [pdf]
• Developing Large Web Applications [pdf]
• HTML5 Architecture [pdf]
• HTML5 Canvas [pdf]
• HTML5 Cookbook [pdf]
• Identity and Data Security for Web Development Best Practices [pdf]
• Making Isometric Social Real-Time Games with HTML5 CSS3 and JavaScript [pdf]
• Pro HTML5 Programming [pdf]
• Programming HTML5 Applications [pdf]
• RESTful Web Clients - Enabling Reuse Through Hypermedia [pdf]
• Stunning CSS3 A project-based guide to the latest in CSS [pdf]
• The CSS3 Anthology [pdf]
• Web Development Recipes [pdf]