LAPT
London Academy of Professional Training
Workshop
N/A
Workshop
IT Industry
Introduction to Big Data Concepts
REF: IT-DSA-W
Prerequisites
None
Awarding Body: LAPT — London Academy of Professional Training
Curriculum Overview
1
Designing Data Workflows
Chapter 1 — Understanding Data Workflow Principles
Chapter 2 — Tools and Techniques for Data Workflow Design
Chapter 3 — Implementing and Optimizing Data Workflows
2
Big Data Tools and Platforms
Understanding Big Data Ecosystems
Exploring Big Data Tools and Technologies
Leveraging Cloud Platforms for Big Data Solutions
3
Big Data Storage Solutions
Understanding Big Data Storage Fundamentals
Exploring Distributed File Systems and Databases
Implementing Big Data Storage Solutions in Practice
4
Basic Statistical Analysis
Chapter 1 — Understanding Basic Statistical Concepts
Chapter 2 — Descriptive Statistics for Big Data
Chapter 3 — Inferential Statistics in Big Data Analysis
5
Data Collection and Preprocessing
Understanding Data Collection Techniques and Tools
Data Cleaning and Transformation Processes
Implementing Data Preprocessing Techniques
6
Introduction to Big Data
Understanding the Basics of Big Data
Big Data Technologies and Tools
Applications and Implications of Big Data Analytics
Assessment Breakdown
Passing Mark: 300 / 500 (60%)
How to Enrol
Website: lapt.org
Email: info@lapt.org
Phone: +44 7513 283044
Address: 85 Great Portland Street, W1W 7LT, United Kingdom
Hours: Monday – Friday, 9AM – 5PM