PDF [DOWNLOAD] Essential Math for Data Science:

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

• Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
• Thomas Nield
• Page: 347
• Format: pdf, ePub, mobi, fb2
• 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

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

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: [PDF] La première gorgée de bière - Et autres plaisirs minuscules, récits by Philippe Delerm here, [download pdf] Les philo-cognitifs - Ils n'aiment que penser et penser autrement... read pdf, {pdf download} Soulless: Inspector Mislan and the Faceless Girl by Rozlan Mohd Noor download pdf, DOWNLOAD [PDF] {EPUB} The Sentinel by Lee Child, Andrew Child here, [Pdf/ePub] Grand Atlas de l'Antiquité grecque classique et hellénistique by Laurianne Martinez-Sève, Nicolas Richer download ebook pdf, [Kindle] Communication visuelle pour tous - Concevez et réalisez une identité visuelle multisupport download pdf,