[Pdf/ePub] Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics by Hadrien Jean download ebook
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
Electronics book download 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
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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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MATH | Mathematics Courses, titles, credits, semesters offered, descriptions, requisites, grading roots, factor theorem, complex numbers, fundamental theorem of algebra. simple linear regression and correlation, and basic data collection concepts. A survey of the essentials of calculus, intended mainly for students in
Jean H. Essential Math for Data Science: Take Control of Your
Essential Math for Data Science: Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics. Файл
Essential Math for Data Science: Take Control of Your Data
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.
How much mathematics does an IT engineer need to learn to
Essential Math for Data Science · Disclaimer and Prologue · The Times They Are a-Changin' · Basic Algebra, Functions, Set theory, Plotting, Geometry · Calculus.
11 Best New Data Science Books To Read In 2021
Essential Math for Data Science. Take Control of Your Data with Fundamental Calculus, Linear Algebra, Probability, and Statistics · Hadrien Jean. (You?)
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.de: Jean, Hadrien:
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