Book Image

Machine Learning Projects with Java [Video]

By : Tomasz Lelek
5 (1)
Book Image

Machine Learning Projects with Java [Video]

5 (1)
By: Tomasz Lelek

Overview of this book

Developers are worried about using various algorithms to solve different problems. This course is a perfect guide to identifying the best solution to efficiently build machine learning projects for different use cases to solve real-world problems. In this course, you will learn how to build a model that takes complex feature vector form sensor data and classifies data points into classes with similar characteristics. Then you will predict the price of a house based on historical data. Finally, you will build a Deep Learning model that can guess personality traits using labeled data. By the end of this course, you will have mastered each machine learning domain and will be able to build your own powerful projects at work. All the resource files are uploaded on the GitHub repository at https://github.com/PacktPublishing/Machine-Learning-Projects-with-Java
Table of Contents (5 chapters)
Chapter 5
Finding Similarity of Words in a Book Using NLP with Deep Learning
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Section 1
Extracting Feature Vector from Text Data
The aim of the video is to learn how we can extract feature vector from text data. - Analyze raw textual data - Understand how to pass text data as a feature vector to the model - Look at the simplest way of doing the transformation from text to feature vector