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Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

Chapter 2. Stock Market Price Prediction

In this chapter, we will cover an amazing application that belongs to predictive analysis. I hope the name of the chapter has already given you a rough idea of what this chapter is going to be all about. We will try to predict the price of the stock index. We will apply some modern machine learning techniques as well as deep learning techniques.

We will cover the following topics in this chapter:

  • Introducing the problem statement
  • Collecting the dataset
  • Understanding the dataset
  • Data preprocessing and data analysis
  • Feature engineering
  • Selecting the Machine Learning (ML) algorithm
  • Training the baseline model
  • Understanding the testing matrix
  • Testing the baseline model
  • Exploring problems with the existing approach
  • Understanding ...
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Publisher Resources

ISBN: 9781788390040Supplemental Content