AI Engineering

Introduction to AI Engineering
3 Topics | 1 Quiz
What is AI Engineering and Its Importance
Overview of AI Engineering Applications in South Africa
Basic Concepts and Terminology in AI Engineering
Fundamentals of AI Engineering Quiz
Foundations of Machine Learning
3 Topics | 1 Quiz
Understanding Machine Learning Fundamentals
Common Types of Machine Learning: Supervised, Unsupervised, Reinforcement
Data Preparation and Importance in AI Engineering
Machine Learning Basics Quiz
AI Algorithms and Models
3 Topics | 1 Quiz
Popular AI Algorithms Used in Engineering
Introduction to Neural Networks and Deep Learning
Evaluating Model Performance and Accuracy
Understanding AI Models Quiz
Programming for AI Engineering
3 Topics | 1 Quiz
Introduction to Python for AI
Using AI Frameworks and Libraries
Writing Simple AI Programs
Python and AI Programming Concepts Quiz
Data Management and Processing
3 Topics | 1 Quiz
Collecting and Cleaning Data for AI
Data Storage Solutions for AI Projects
Introduction to Big Data Concepts
Data Handling in AI Quiz
Introduction to AI Engineering Tools
3 Topics | 1 Quiz
Overview of AI Development Environments
Using Jupyter Notebooks for AI Projects
Version Control with Git for AI Engineers
AI Tools and Environments Quiz
Building Real-World AI Solutions
3 Topics | 1 Quiz
Designing AI Systems for Practical Use
Common AI Project Workflow Steps
Testing and Debugging AI Models
Practical AI Solution Building Quiz
Ethics and Responsibility in AI Engineering
3 Topics | 1 Quiz
Understanding Ethical Issues in AI
Bias and Fairness in AI Systems
Legal and Societal Considerations in South Africa
AI Ethics and Responsibility Quiz
Introduction to AI Deployment
3 Topics | 1 Quiz
Preparing AI Models for Deployment
Monitoring AI Systems Post-Deployment
Maintaining and Updating AI Solutions
AI Deployment and Maintenance Quiz
Practical AI Engineering Project
3 Topics | 1 Quiz
Planning an AI Project from Start to Finish
Implementing an AI Model with Real Data
Presenting and Evaluating Your AI Project
AI Project Implementation Quiz

AI Tools and Environments Quiz

AI Engineering Introduction to AI Engineering Tools AI Tools and Environments Quiz

AI Tools and Environments Quiz