Course: Foundations of Big Data

Foundations of Big Data

SAMPLE

By the end of this course, learners will understand the foundations of big data, get knowledge on the tools that operate with Big Data and Big Data applications, as well as get experience on data analytics with QMiner tool.

The following are sample learning materials for this course. These materials are licensed under CC BY-NC-ND 4.0.

Weekly outline

General
General
Introduction
Introduction
Big Data Definitions, Motivation and State of Market
Big Data Definitions, Motivation and State of Market
- Big Data Definitions, Motivation and State of Market File
Techniques Overview
Techniques Overview
- Techniques Overview File
Tools Overview
Tools Overview
- Tools Overview File
Applications
Applications
- Applications File
Mining Massive Datasets
Mining Massive Datasets
- Mining Massive Datasets File
- Presentation: Rapid Development of Data Mining Applications in Node.js File
Data analytics with QMiner
Data analytics with QMiner
- Data analytics with QMiner File
- Presentation: Introduction to QMiner File
Further reading
Further reading
- Related courses Page
- Related books and web resources Page

Foundations of Big Data

Weekly outline

General

Introduction

Big Data Definitions, Motivation and State of Market

Techniques Overview

Tools Overview

Applications

Mining Massive Datasets

Data analytics with QMiner

Further reading