Read online: Essential Math for Data Science:

Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics. Thomas Nield

Essential-Math-for-Data.pdf
ISBN: 9781098102937 | 347 pages | 9 Mb

• Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
• Thomas Nield
• Page: 347
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781098102937
• Publisher: O'Reilly Media, Incorporated

Download Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics

Search download books isbn Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics by Thomas Nield CHM ePub RTF in English

Overview

Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights into the state of data science and how to use those insights to maximize your career. Learn how to: Use Python code and libraries like SymPy, NumPy, and scikit-learn to explore essential mathematical concepts like calculus, linear algebra, statistics, and machine learning Understand techniques like linear regression, logistic regression, and neural networks in plain English, with minimal mathematical notation and jargon Perform descriptive statistics and hypothesis testing on a dataset to interpret p-values and statistical significance Manipulate vectors and matrices and perform matrix decomposition Integrate and build upon incremental knowledge of calculus, probability, statistics, and linear algebra, and apply it to regression models including neural networks Navigate practically through a data science career and avoid common pitfalls, assumptions, and biases while tuning your skill set to stand out in the job market

Pdf downloads:
Download Pdf Fool's Errand: Book One of The Tawny Man Trilogy by Robin Hobb
{pdf download} Loving Clarke - livro lésbico, romance lésbico
{pdf descargar} EL SENTIDO DE CONSENTIR EBOOK
DOWNLOADS L'art subtil de s'en foutre
Read online: Short Stories in Russian for Intermediate Learners by Olly Richards
[PDF] EL ARTE DE SABER PERDONAR descargar gratis
Download PDF Le trône de fer (A game of Thrones) Intégrale Tome 2
New Essential Guide to Hong Kong Movies by Rick Baker, Kenneth Miller, Jackie Chan, Cynthia Rothrock, Vincent Lyn on Iphone New Format
Download PDF Norme NF DTU 68.3 Travaux de bâtiment - Installations de ventilation mécanique