Doing Data Science Pdf


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Languange Used : English
File Size : 46,8 Mb
Total Download : 577
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Doing Data Science

Doing Data Science Author by : Cathy O'Neil
Languange Used : en
Release Date : 2013-10-09
Publisher by : "O'Reilly Media, Inc."
ISBN : 9781449363895
File Size : 55,5 Mb
Total Download : 431

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar wit
Category: Computers

Data Science From Scratch

Data Science From Scratch Author by : Joel Grus
Languange Used : en
Release Date : 2015-04-14
Publisher by : "O'Reilly Media, Inc."
ISBN : 9781491904404
File Size : 51,6 Mb
Total Download : 749

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 da
Category: Computers

Foundations Of Data Science

Foundations Of Data Science Author by : Avrim Blum
Languange Used : en
Release Date : 2020-01-31
Publisher by : Cambridge University Press
ISBN : 9781108485067
File Size : 52,6 Mb
Total Download : 701

Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.
Category: Computers

Python Crash Course

Python Crash Course Author by : Eric Matthes
Languange Used : en
Release Date : 2015-11-01
Publisher by : No Starch Press
ISBN : 9781593277390
File Size : 41,8 Mb
Total Download : 426

Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time. In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. You’ll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you’ll put your new knowledge into practice with three substantial projects
Category: Computers
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