Learn By Examples - A Quick Guide… by Eric Goh [PDF/iPad/Kindle]
Learn By Examples - A Quick Guide To Data Science With Python
Learn By Examples - A Quick Guide To Data Science With Python
Learn By Examples - A Quick Guide To Data Science With Python

This book is 100% complete

Completed on 2016-11-29

About the Book

This book aim to equip the reader with Python Programming and Data Science basics. There will be many examples and explanations that are straight to the point. You will be walked through data mining process from data preparation to data analysis (descriptive statistics) and data visualization to prediction modeling (machine learning) and deployment using Python.

Content Covered:

  • Introduction
  • Getting Started (Installing WinPython, IDE, ...)
  • Language Essentials (variables, list, data types manipulations, ...)
  • Language Essentials II (conditional statements, loops, ...)
  • Object Essentials (Modules, Class and Objects, ...)
  • Data Mining with Python (Pandas, ScikitLearn, ...)

We will be using opensource tools and IDE, hence, you don't have to worry about buying any softwares. The book is designed for non-programmers only. It will gives you a head start into python programming, with a touch on data mining.

ISBN: 978-163535299-3

About the Author

Eric Goh
Eric Goh

Eric Goh is a data scientist, engineer, lecturer and entrepreneur with over sixyears of experiences in multiple industries. His varied career includes data science research, intelligent system development, IT project management, and engineering product design. He is the manager of boozedesign, and has recently founded SVBook and LajuSoft.

Eric Goh has been managing and leading his teams for various industrial projects, including the advanced unstructured product description classification system project which automates Singapore Custom’s trade facilitation process. He has years of experience in C#, Java, C/C++, SQL, SPSS Statistics and Modeller, SAS Enterprise Miner, R, Python, Excel and etc.He holds a Masters of Technology from the National University of Singapore, an Executive MBA from U21Global (SG) and IGNOU (India), a Graduate Diploma in Mechatronics from A*STAR SIMTech, and Statistical courses from Duke University and Imperial College London.He is also a certified PRINCE2 Practitioner, Big Data Science Analyst (CBDSA) from GSTF, and IES (EU) Certified Lecturer.

The Leanpub Unconditional, No Risk, 100% Happiness Guarantee

Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms

Write and Publish on Leanpub

Authors and publishers use Leanpub to publish amazing in-progress and completed ebooks, just like this one. You can use Leanpub to write, publish and sell your book as well! Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks. Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. It really is that easy.

Learn more about writing on Leanpub