Data Science from Scratch
First Principles with Python
| Price | $7.17 - $10.16
|
| Rating |   |
| Author | Joel Grus |
| Publisher | O'Reilly Media |
| Published | 2015 |
| Pages | 330 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 149190142X |
| ISBN-13 | 9781491901427 |
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. In this book, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today's messy glut of data holds answers to questions no one's even thought to ask. This book provides you with the know-how to dig those answers out.
- Joel Grus (2 books)
4 5 1161
Similar Books
Data Science from Scratch, 2nd Edition
by Joel Grus
To really learn data science, you should not only master the tools - data science libraries, frameworks, modules, and toolkits - but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scra...
Price: $26.49 | Publisher: O'Reilly Media | Release: 2019
by Tshepo Chris Nokeri
Get insight into data science techniques such as data engineering and visualization, statistical modeling, machine learning, and deep learning. This book teaches you how to select variables, optimize hyper parameters, develop pipelines, and train, test, and validate machine and deep learning models. Each chapter includes a set of examples...
Price: $39.99 | Publisher: Apress | Release: 2021
Building an Effective Data Science Practice
by Vineet Raina, Srinath Krishnamurthy
Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can colla...
Price: $44.99 | Publisher: Apress | Release: 2022
Data Science on the Google Cloud Platform
by Valliappa Lakshmanan
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on...
Price: $42.33 | Publisher: O'Reilly Media | Release: 2018
by Dan Toomey
R is a powerful, open source, functional programming language. It can be used for a wide range of programming tasks and is best suited to produce data and visual analytics through customizable scripts and commands.The purpose of the book is to explore the core topics that data scientists are interested in. This book draws from a wide vari...
Price: $30.99 | Publisher: Packt Publishing | Release: 2014
Data Science with SQL Server Quick Start Guide
by Dejan Sarka
SQL Server only started to fully support data science with its two most recent editions. If you are a professional from both worlds, SQL Server and data science, and interested in using SQL Server and Machine Learning (ML) Services for your projects, then this is the ideal book for you.This book is the ideal introduction to data science w...
Price: $34.99 | Publisher: Packt Publishing | Release: 2018
Data Science on the Google Cloud Platform, 2nd Edition
by Valliappa Lakshmanan
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you&#...
Price: $53.26 | Publisher: O'Reilly Media | Release: 2022
Beginning Mathematica and Wolfram for Data Science
by Jalil Villalobos Alva
Enhance your data science programming and analysis with the Wolfram programming language and Mathematica, an applied mathematical tools suite. The book will introduce you to the Wolfram programming language and its syntax, as well as the structure of Mathematica and its advantages and disadvantages.You'll see how to use the Wolfram l...
Price: $36.17 | Publisher: Apress | Release: 2021