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.
- 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]
- 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 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]
- AngualrJS Fundamentals [pdf]
- Angular in Action [pdf]
- AngularJS [pdf]
- Testing Angular Applications [pdf]
- 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]
- 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]
- 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]
- 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]
- 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]
- 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]
- Building Ethereum DApps - Decentralized Applications on the Ethereum Blockchain [epub]
- Programming Bitcoin - Learn How to Program Bitcoin from Scratch [pdf]
- 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]
- 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]
- 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 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]
- Amazon Web Services in Action [pdf]
- Cloud Native Patterns - Designing change tolerant software [pdf]
- 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]
- 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 - The Definitive Guide [pdf]
- Elasticsearch in Action [pdf]
- Relevant Search - With applications for Solr and Elasticsearch [pdf]
- Concurrency in Go - Tools and Techniques for Developers [pdf]
- 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]
- 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 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]
- 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]
- 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]
- Building Hypermedia APIs with HTML5 and Node [pdf]
- Node Up and Running [pdf]
- Node for Front-End Developers [pdf]
- Node.js in Action [pdf]
- 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]
- Getting Started with RStudio [pdf]
- R Cookbook - Proven Recipes for Data Analysis, Statistics, and Graphics [epub]
- Hands On Design Patterns with React Native [epub]
- Isomorphic Web Applications - Universal Development with React [epub]
- React Native in Action [pdf]
- Redis in Action [pdf]
- Mastering Regular Expressions [pdf]
- Regular Expression Pocket Reference [pdf]
- Regular Expressions Cookbook [pdf]
- 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]
- 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]
- 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]
