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Data Science from Scratch
To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, and toolkits—but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today’s messy glut of data. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and how and when they’re used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
A Textbook of Electrical Technology
Electrical technology, as a subject, covers various divisions of electrical engineering like basic electrical engineering,electronics, control systems, instrumentation and communication systems.For close to 60 years, “A Textbook of Electrical Technology: Volume III {Transmission, Distribution and Utilization}”discusses and explains various theories related to Transmission, Distribution and Utilization aspects of Electricaltechnology. Coverage of topics such as Rating & Service Capacity and Distribution Automation as full chaptersillustrate the depth provided within the text in a succinct manner.
Civil Engineering material science
This book covers: Introduction to Engineering Materials, Structure of Atoms, Bonding in Solids, Crystal Structures, Defect in Solids, Diffusion in Solids, Mechanical Properties, Deformation of Metals, Phase Diagrams, Heat Treatment, Thermal Properties, Ceramic Materials, Heat Treatment, Electronic Properties, Appendix and Index.
