[PDF] Essential Math for Data Science: Take
Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics by Hadrien Jean
- Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics
- Hadrien Jean
- Page: 250
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781098115562
- Publisher: O'Reilly Media, Incorporated
Download of ebooks free Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics
Master the math needed to excel in data science and machine learning. If you’re a data scientist who lacks a math or scientific background or a developer who wants to add data domains to your skillset, this is your book. Author Hadrien Jean provides you with a foundation in math for data science, machine learning, and deep learning.Through the course of this book, you’ll learn how to use mathematical notation to understand new developments in the field, communicate with your peers, and solve problems in mathematical form. You’ll also understand what’s under the hood of the algorithms you’re using.Learn how to: Use Python and Jupyter notebooks to plot data, represent equations, and visualize space transformations Read and write math notation to communicate ideas in data science and machine learning Perform descriptive statistics and preliminary observation on a dataset Manipulate vectors, matrices, and tensors to use machine learning and deep learning libraries such as TensorFlow or Keras Explore reasons behind a broken model and be prepared to tune and fix it Choose the right tool or algorithm for the right data problem
Essential Math for Data Science - Data Science Central
Data summaries and descriptive statistics, central tendency, variance, covariance, correlation, · Basic probability: basic idea, expectation,
Essential Math for Data Science: Take Control of Your Data
Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics: Amazon.ca: Jean, Hadrien:
Mathematics for Data Science | Coursera
We will cover such crucial fields as Discrete Mathematics, Calculus, Linear Algebra and Probability. To make your experience more practical we accompany
Books > Science & Nature > Mathematics - Apple Books. An
Apple Books has lots of ways to help you find Science & Nature books you'll love. Multivariable Calculus · Algebra Principles And Formulas 2 (Speedy Study Statistical Inference via Data Science: A ModernDive into R and the Tidyverse The Elements of Perspective Arranged for the Use of Schools and Intended to be
Essential Math for Data Science: Take Control of Your Data
Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics: Amazon.de: Jean, Hadrien:
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