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Machine Learning Solutions

You're reading from Machine Learning Solutions Expert techniques to tackle complex machine learning problems using Python

Product type Paperback

Published in Apr 2018

Publisher Packt

ISBN-13 9781788390040

Length 566 pages

Edition 1st Edition

Languages

Python

Tools

OpenCV

Concepts

Machine Learning

Author (1):

Jalaj Thanaki

View More author details

Table of Contents (19) Chapters

Machine Learning Solutions

Foreword

Contributors

Preface

1. Credit Risk Modeling

2. Stock Market Price Prediction FREE CHAPTER

3. Customer Analytics

4. Recommendation Systems for E-Commerce

5. Sentiment Analysis

6. Job Recommendation Engine

7. Text Summarization

8. Developing Chatbots

9. Building a Real-Time Object Recognition App

10. Face Recognition and Face Emotion Recognition

11. Building Gaming Bot

List of Cheat Sheets

Strategy for Wining Hackathons

Index

Cheat sheets

I have put all the cheat sheets on GitHub, so you can refer them at any point of time, as and when needed. I have included following cheat sheets:

Basic Linux OS commands
Python for data science
NumPy
scipy
pandas
flask
scikitlearn
TensorFlow
Keras
pyspark
Important mathematical concepts
Visualization libraries: Bokeh and matplotlib
Git commands

You can also provide your valuable feedback if you want to add a cheat sheet for any other library. You can raise your request and ask your questions by joining this slack channel: https://jalajthanaki.slack.com.

All cheat sheets are available at this GitHub link: https://github.com/jalajthanaki/cheat_sheets_of_python_libraries.

The rest of the chapter is locked

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Authors (1)

Jalaj Thanaki

Jalaj Thanaki

Jalaj Thanaki is an experienced data scientist with a demonstrated history of working in the information technology, publishing, and finance industries. She is author of the book Python Natural Language Processing, Packt publishing. Her research interest lies in Natural Language Processing, Machine Learning, Deep Learning, and Big Data Analytics. Besides being a data scientist, Jalaj is also a social activist, traveler, and nature-lover.

See other products by Jalaj Thanaki

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