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Best probability and statistics books for data science

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A good data scientist must always bring his skills to perfection. The constant acquisition of new knowledge is part of growth on oneself. We've compiled a list of must-read books to build a solid foundation in data science, statistics, and probability: From Algorithms to Z-Scores – Book The Art of R Programming – Book (Not Finished) Introduction to statistical thought Think Stats  – Book + Python Code Basic Probability Theory Introduction to probability – By Dartmouth College Probability & Statistics Cookbook Introduction to Probability – Book and course by MIT The Elements of Statistical Learning: Data Mining, Inference, and Prediction. – Book An Introduction to Statistical Learning with Applications in R – Book Introduction to Probability and Statistics Using R – Book Advanced R Programming – Book Practical Regression and Anova using R – Book R practicals – Book The R Inferno – Book Probability Theory: The Logic of Science – By Jaynes

Free Physics eBooks Online : General and Introductory Physics books

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Here is a list of online books on general and introductory physics in various formats available for free: A-level Physics (Advancing Physics) Wikibooks, 2011, 240 pp, 11MB, PDF Applications of Classical Physics by Roger D. Blandford, Kip S. Thorne, 2008, PDF ABE Advanced Level Physics by Tom McBee, 2013, multiple formats The Art of Insight in Science and Engineering: Mastering Complexity by Sanjoy Mahajan, 2014, 409 pp, 5.6MB, PDF Basic Physics CK-12 Foundation, 2009, 126 pages, 9.9MB, PDF Understanding physics. Mechanics, part 2 170 Pages · 2002 · 15.88 MB · English Halliday-Resnick-Walker - Fundamentals of Physics 110 Pages · 2010 · 3.8 MB · English Calculus-Based Physics (2 volumes) by Jeffrey W. Schnick, 2007, 267+332 pages, PDF Conceptual Physics by Benjamin Crowell, 2007, 187 pages, 14MB, PDF College Physics OpenStax College, 2012, 1268 pp, PDF/EPUB/HTML A Guide to Physics Problems. Part 2. Thermodynamics, Statistical Physics, and Quantum Mechanics 374 Pages · 2004 · 5.71 MB · En

Free Architecture Courses

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Architecture is both the process and the product of the planning, design and construction of buildings or any other structure. Architectural works, in the material form of buildings, are often perceived as cultural symbols and works of art. Historical civilizations are often identified with their surviving architectural achievements. If you are looking for online architecture classes to advance your career, we offer free courses from the best universities for all students from all over the world: CityScope: New Orleans , MIT Experiencing Architecture Studio , MIT Architecture Studio: Intentions , MIT Architectural Design: Intentions , MIT Introduction to Architecture & Environmental Design , MIT Architecture Design Fundamentals I: Nano-Machines , MIT Architecture Studio: Building in Landscapes , MIT Architecture Studio: Building in Landscapes , MIT Architecture Studio: Building in Landscapes , MIT Downtown , MIT Ecuador Workshop , MIT Introduction to Integrated Design ,

Free Biological Engineering Courses

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Biological engineering or bioengineering (including biological systems engineering) is the application of concepts and methods of biology (and secondarily of physics, chemistry, mathematics, and computer science) to solve real-world problems related to the life sciences or their application , using the analytical and synthetic engineering methodologies themselves and also their traditional sensitivity to the cost and practicality of solutions. If you are looking for online biological engineering classes to advance your career, we offer free courses from the best universities for all students from all over the world: Molecular, Cellular, and Tissue Biomechanics , MIT Biomimetic Principles and Design , MIT Chemicals in the Environment: Toxicology and Public Health (BE.104J) , MIT Organic & Biomaterials Chemistry , MIT Algorithms for Computational Biology , MIT Materials for Biomedical Applications , MIT Nanomechanics of Materials and Biomaterials , MIT Freshman Seminar: The Natu

Free Biomedical Engineering Courses

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Biomedical engineering (BME) is the application of engineering principles and design concepts to medicine and biology for health care purposes (eg, diagnostic or therapeutic). This field seeks to bridge the gap between engineering and medicine, combining engineering design and problem solving skills with the medical life sciences to advance the treatment of medical care, including diagnosis, monitoring, and therapy. . If you are looking for online Biomedical Engineering classes to advance your career, we offer free courses from the best universities for all students from all over the world: Frontiers of Biomedical Engineering , Yale University Biological Engineering Design , MIT Designing and Sustaining Technology Innovation for Global Health Practice , MIT Engineering Capacity in Community-Based Healthcare , MIT Information Technology in the Health Care System of the Future , MIT Seminar on Health Care Systems Innovation , MIT Social Studies of Bioscience and Biotech , MIT Engin

Free Java Programming Books

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This is a compilation of a great list of 24 free Java books that help a beginning programmer learn programming: Apache Jakarta Commons: Reusable Java Components Google Java Style Data Structures and Algorithms with Object-Oriented Design Patterns in Java Introduction to Computer Science using Java Introduction to Programming in Java Introduction to Programming Using Java Java: A Beginner’s Guide Java Programming for Kids, Parents and Grandparents Java for Python Programmers Java Structures: Data Structures in Java for the Principled Programmer Java Workshop Java Application Development on Linux Learning Java Core Servlets and JavaServer Pages OOP: Learn Object Oriented Thinking & Programming Open Data Structures (in Java) Processing XML with Java The Java Tutorials Think Java: How To Think Like A Computer Scientist Thinking in Java UML for Java Programmers What’s new in Java 8 Java 3D Programming Java NIO Framework

Free Computer Science eBooks Online : Software Engineering

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If you are looking for Software Engineering books online to advance your Knowledge, we provide Legally Free Books from the best universities and publishers for all students around the world: Adaptive Object-Oriented Software: The Demeter Method by Karl Lieberherr, 1996, 651 pages, 3MB, PDF The Elements of Computing Systems by Noam Nisan, Shimon Schocken, 2005, PDF Foundations of Software Engineering by Kevin Amaratunga, 2000 A Functional Pattern System for Object-Oriented Design by Thomas Kuehne, 346 pages, 2MB, PDF The Grand Unified Theory of Software Engineering by Mathias Ekstedt, 2005 The Guide to the Software Engineering Body of Knowledge by P. Bourque, R. Dupuis, A. Abran, J. W. Moore, and L. L. Tripp, 2004 Handbook of Software Reliability Engineering edited by Michael R. Lyu, 1996, PDF How to Design Programs: An Introduction to Programming and Computing by Matthias Felleisen, et al, 2003 The New Software Engineering by Sue Conger, 2008, 830 pages, 47MB, PDF Object-Oriented Softw