The Introduction to Big Data course offers you the opportunity to gain an insight into one of the most dynamic and rapidly growing sectors of today’s job market. The ability to analyse large volumes of data has become an essential skill for companies seeking to optimise their decision-making and offer more effective solutions. With this course, you will acquire a a sound understanding of how data impacts businesses, from Business Intelligence to Big Data, and you will explore the technological architectures that underpin it. The Skills in Big Data Analytics are in high demand, which gives you a competitive edge in the professional world. Our online training enables you to learn from anywhere, tailored to your needs, as you prepare to play a crucial role in the digital transformation of organisations. If you’re looking for a path to the future, Big Data is the answer.
Introduction to Big Data
Big Data
40 hours
Introduction
Objectives
- To understand the strategic value of data in modern businesses.
- Identify the differences between Business Intelligence and Big Data.
- Explore technological architectures for implementing Big Data.
- Analyse large volumes of data using big data analytics techniques.
- Assess Big Data tools in line with business needs.
- Interpret data to make informed decisions.
- Apply Big Data concepts to real-world case studies.
Table of Contents
TEACHING UNIT 1: DATA IN BUSINESSES
Data information
Knowledge and wisdom
Data Management (I)
Data Management (II)
Corporate performance management
Databases
TEACHING UNIT 2: FROM BUSINESS INTELLIGENCE TO BIG DATA
Business intelligence
Data warehousing
Big data
Hadoop Spark
TEACHING UNIT 3: BIG DATA TECHNOLOGY ARCHITECTURES
The Hadoop Ecosystem (I)
The Hadoop Ecosystem (II)
The Hadoop Ecosystem (III)
Spark Ecosystem
Installation and configuration of Big Data architectures
TEACHING UNIT 4: BIG DATA ANALYTICS
Analytics
Key Algorithms (I)
Key Algorithms (II)
Machine Learning and Deep Learning
Internet of Things