Data Science Live Book

preview-18
  • Data Science Live Book Book Detail

  • Author : Pablo Casas
  • Release Date : 2018-03-16
  • Publisher :
  • Genre :
  • Pages :
  • ISBN 13 : 9789874273666
  • File Size : 79,79 MB

Data Science Live Book by Pablo Casas PDF Summary

Book Description: This book is a practical guide to problems that commonly arise when developing a machine learning project. The book's topics are: Exploratory data analysis Data Preparation Selecting best variables Assessing Model Performance More information on predictive modeling will be included soon. This book tries to demonstrate what it says with short and well-explained examples. This is valid for both theoretical and practical aspects (through comments in the code). This book, as well as the development of a data project, is not linear. The chapters are related among them. For example, the missing values chapter can lead to the cardinality reduction in categorical variables. Or you can read the data type chapter and then change the way you deal with missing values. You¿ll find references to other websites so you can expand your study, this book is just another step in the learning journey. It's open-source and can be found at http://livebook.datascienceheroes.com

Disclaimer: www.yourbookbest.com does not own Data Science Live Book books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Data Science Live Book

Data Science Live Book

File Size : 30,30 MB
Total View : 6217 Views
DOWNLOAD

This book is a practical guide to problems that commonly arise when developing a machine learning project. The book's topics are: Exploratory data analysis Data

Introducing Data Science

Introducing Data Science

File Size : 42,42 MB
Total View : 1388 Views
DOWNLOAD

Summary Introducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and common Python li

Data Science for Public Policy

Data Science for Public Policy

File Size : 50,50 MB
Total View : 8022 Views
DOWNLOAD

This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to furth

Build a Career in Data Science

Build a Career in Data Science

File Size : 67,67 MB
Total View : 4215 Views
DOWNLOAD

Summary You are going to need more than technical knowledge to succeed as a data scientist. Build a Career in Data Science teaches you what school leaves out, f

Graph Algorithms for Data Science

Graph Algorithms for Data Science

File Size : 76,76 MB
Total View : 3942 Views
DOWNLOAD

Graph Algorithms for Data Science teaches you how to construct graphs from both structured and unstructured data. You'll learn how the flexible Cypher query lan