Data Science with Java

OverviewIf you are looking to build data science models that are good for production, Java is a great language to use. This unique On Demand course provides modern solutions to solve your common and not-so-common data science-related problems using the power of Java. We start with solutions to help you obtain, clean, index and search data. Then you will learn a variety of techniques to analyze data. By the end of this course, you will be able to perform all advanced operations it takes to analyze the complexity of data and to perform indexing and search operations.Objectives

Upon completion of this event you will:

• Apply basic Java and more specialized techniques to manipulate data
• Implement statistical techniques to analyze data
• Develop a Java-based neural network
• Apply specific strategies for deep Learning
• Determine the appropriate technique to solve text data analysis problems
• Identify patterns in visual and audio data
• Use basic Java threading technologies to support data analysis

Content

Getting started with Data Science

Data Acquisition and Cleaning

Statistical Data Analysis Techniques

Machine Learning; Neural Networks

Visual and Audio Analysis

Text Analysis

Parallel Techniques for Data Analysis

FurtherinfoThis course attracts Java programmers and developers who wants to enter the field of Data Science, allowing them to understand how they can take forward their existing knowledge of Java into the field of Analytics, Predictive modeling and Machine Learning.