Data Science Practioner
- 6 Sections
- 54 Lessons
Ethics
9 Lessons
Design Thinking
6 Lessons
4IR
14 Lessons
- 4IR Emerging Trends
- Computing Knowledge
- Future Skills and Competencies
- 4IR Trends Affecting Businesses
- Interpersonal Skills
- Intrapersonal Skills
- Communication Principles and Methods
- Written Business Communication
- Presentation Skills
- Teamwork in the Workplace
- Committees and Meetings
- Job Descriptions and Profiles
- Customers and Stakeholders
- Customer Service
Introduction to Business Analytics
10 Lessons
- Introduction to Business Analytics
- Introduction to business processes, analysis and process modelling
- Introduction to Data Science Programs
- Data Analytics
- Wrangling
- Data Structures
- Data Visualisation
- High-throughput
- High-dimensional data analysis
- Basic machine learning and artificial intelligence concepts
Logical Thinking and Basic Calculations: Refresher
11 Lessons
- Mathematical Thinking Skills for Problem Solving
- Conversion between Decimal and Binary Systems
- Expressing Size and Magnitude
- Error in Calculations
- Cartesian Coordinate System
- Pythagorean Theorem for Finding the Distance between Two Points
- Operator Precedence
- Integer Division
- Modulus
- Increments
- Mixing Types
Basic Statistics for Data Analytics
4 Lessons
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