Expert Linux Administration Guide: Administer and Control Linux Filesystems, Networking, Web Server, Virtualization, Databases
English | 2022 | ISBN: 9355510985 | 796 pages | True EPUB | 28.87 MB
Linux administration based on hosted virtualization.
Data Science with Python and Dask
English | July 30, 2019 | ISBN: 1617295604 | True EPUB | 296 pages | 17.8 MB
Dask is a native parallel analytics tool designed to integrate seamlessly with the libraries you're already using, including Pandas, NumPy, and Scikit-Learn. With Dask you can crunch and work with huge datasets, using the tools you already have. And Data Science with Python and Dask is your guide to using Dask for your data projects without changing the way you work!
English | 2020 | 0128188030 | 263 pages | PDF | 3.50 MB
Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines, Bayesian inference with a focus on the EM algorithm and its approximate inference variational versions, Monte Carlo methods, probabilistic graphical models focusing on Bayesian networks, hidden Markov models and particle filtering. Dimensionality reduction and latent variables modelling are also considered in depth.
Mission Python (Mission: Code)
English | 2019 | ISBN: 1541555937 | 32 pages | AZW3 | 7.26 MB
The Python programming language can be used on any operating system. Readers will learn how it is used to process text, images, numbers, and more! A digital Page Plus feature invites readers to experiment with their own coding activities.
Raspberry Pi Pico DIY Workshop: Build exciting projects in home automation, personal health, gardening, and citizen science
English | 2022 | ISBN: 1801814813 | 376 pages | True PDF EPUB | 68.39 MB
Take your first steps with the Raspberry Pi Pico and take on exciting projects using CircuitPython, MicroPython, and Pico
Machine Learning for Decision Sciences with Case Studies in Python
English | 2022 | ISBN: 9781003258803 | 477 pages | True PDF | 18.04 MB
This book provides a detailed description of machine learning algorithms in data analytics, data science life cycle, Python for machine learning, linear regression, logistic regression, and so forth. It addresses the concepts of machine learning in a practical sense providing complete code and implementation for real-world examples in electrical, oil and gas, e-commerce, and hi-tech industries. The focus is on Python programming for machine learning and patterns involved in decision science for handling data.
Beginning Programming All-in-One For Dummies, 2nd Edition
English | June 21st, 2022 | ISBN: 1119884403 | 800 pages | True EPUB | 11.98 MB
Beginning Programming All-in-One For Dummies offers one guide packed with 7 books to teach you programming across multiple languages. Coding can seem complex and convoluted, but Dummies makes it simple and easy to understand. You'll learn all about the principles of programming, algorithms, data structures, debugging programs, unique applications of programming and more while learning about some of the most popular programming languages used today. Move confidently forward in your computer science coursework or straight into the workforce. You'll come away with a rock-solid foundation in the programming basics, using data, coding for the web, and building killer apps.