Python Data Science Essentials - Second Edition

By Alberto Boschetti & Luca Massaron


Python Data Science Essentials - Second Edition - Alberto Boschetti & Luca Massaron

More by Alberto Boschetti & Luca Massaron : Python Data Science Essentials - Second Edition


Related Books

Become an efficient data science practitioner by understanding Python's key concepts About This Book • Quickly get familiar with data science using Python 3.5 • Save time (and effort) with all the essential tools explained • Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experience Who This Book Is For If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R or MATLAB will also find the book to be a comprehensive reference to enhance their data manipulation and machine learning skills. What You Will Learn • Set up your data science toolbox using a Python scientific environment on Windows, Mac, and Linux • Get data ready for your data science project • Manipulate, fix, and explore data in order to solve data science problems • Set up an experimental pipeline to test your data science hypotheses • Choose the most effective and scalable learning algorithm for your data science tasks • Optimize your machine learning models to get the best performance • Explore and cluster graphs, taking advantage of interconnections and links in your data In Detail Fully expanded and upgraded, the second edition of Python Data Science Essentials takes you through all you need to know to suceed in data science using Python. Get modern insight into the core of Python data, including the latest versions of Jupyter notebooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. Dive into building your essential Python 3.5 data science toolbox, using a single-source approach that will allow to to work with Python 2.7 as well. Get to grips fast with data munging and preprocessing, and all the techniques you need to load, analyse, and process your data. Finally, get a complete overview of principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users. Style and approach The book is structured as a data science project. You will always benefit from clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.


Search
Recent Posts
Access 2010 All-in-One For Dummies
Blockchain For Dummies
Microsoft Office Access 2007 All-in-One Desk Reference For Dummies
Access 2013 All-in-One For Dummies
SQL All-in-One For Dummies
Microsoft Access 2010 In Depth
FileMaker Pro Design and Scripting For Dummies
FileMaker 12 In Depth, 2/e
FileMaker 12 Developers Reference: Functions, Scripts, Commands, and Grammars
SQL in 30 Pages
Access 2010 Bible
Microsoft SQL Server 2008 All-in-One Desk Reference For Dummies
Using FileMaker Bento, Enhanced Edition
Data Warehousing For Dummies
Crystal Reports 10 For Dummies
MySQL 5 Essentials
Teradata 14 Certification Study Guide - Basics
Microsoft SQL Server 2008 R2 Unleashed
Sams Teach Yourself Microsoft SQL Server T-SQL in 10 Minutes
Blockchain Basics
FileMaker & You
Using Microsoft Access 2010, Enhanced Edition
The Definitive Guide to DAX
DAX Patterns 2015
Mining of Massive Datasets: Second Edition
Learning SQL
Fundamentals of Deep Learning
Tableau 8: The Official Guide
The Data Warehouse Lifecycle Toolkit
Developing Analytic Talent
Crystal Reports 2008 For Dummies
Teach Yourself VISUALLY Access 2010
High Performance MySQL
Access 2003 For Dummies
Access 2007: The Missing Manual
SQL QuickStart Guide
Access 2013 For Dummies
Data Analytics with Spark Using Python, 1/e
Microsoft® Access® 2013 Step by Step
Learning MySQL
Mastering PostgreSQL 10
R for Everyone
Beginning Database Design Solutions
Microsoft SQL Server 2008 Reporting Services Unleashed, 1/e
Web Database Applications with PHP and MySQL
Agile Analytics: A Value-Driven Approach to Business Intelligence and Data Warehousing
Access 2007 Bible
Professional Microsoft SQL Server 2008 Integration Services
Beginning T-SQL with Microsoft SQL Server 2005 and 2008
Access 2007 for Starters: The Missing Manual
Databases Demystified, 2nd Edition
The Data Warehouse ETL Toolkit
The Microsoft Data Warehouse Toolkit
Oracle SQL By Example, 4/e
Deep Learning
SQL Queries for Mere Mortals
Teradata 14 Certification Study Guide - SQL
Microsoft Office Access 2007 Forms, Reports, and Queries
Teach Yourself VISUALLY Access 2013
Data Mining
Marketing Analytics
The Definitive Guide to SQLite
Beginning Microsoft SQL Server 2012 Programming
Objective-C: Visual QuickStart Guide
Access 2007 VBA Programmer's Reference
Microsoft SQL Server 2008 Bible
Jump Start MySQL
FileMaker Pro 13 Absolute Beginner's Guide
Nmap 6: Network Exploration and Security Auditing Cookbook
SQL: Down and Dirty
Practical PostgreSQL
Access 2013 Absolute Beginner's Guide
Statistics for Big Data For Dummies
Data Mining For Dummies
Learn MySQL
Visual Basic 2010 Coding Briefs Data Access
Microsoft SQL Server 2012 Bible
Pentaho Kettle Solutions
Microsoft® SQL Server® 2012 T-SQL Fundamentals
Professional Access 2013 Programming
Expert Oracle Database Architecture
Microsoft SQL Server 2008 Integration Services
SysML Distilled
MASTER DATA MANAGEMENT AND DATA GOVERNANCE, 2/E
RabbitMQ in Action
Professional Microsoft SQL Server 2012 Administration
Secrets of Access Database Development and Programming
Microsoft SQL Server 2016: A Beginner's Guide, Sixth Edition
Microsoft Access 2013 Plain & Simple
Database Design for Mere Mortals®: A Hands-On Guide to Relational Database Design, 2/e
50 Tips and Tricks for MongoDB Developers
Crystal Reports XI Official Guide
MySQL Administrator's Bible
아마존 웹 서비스를 다루는 기술
Microsoft® Access® 2013 Inside Out
Professional Microsoft SQL Server 2012 Integration Services
FileMaker Pro 10 In Depth
JD Edwards EnterpriseOne
가장 빨리 만나는 Docker
Microsoft® Access® 2010 Step by Step