Before you buy any equipment or input mentioned in this course, call 3 suppliers and compare. Prices vary widely between towns and seasons. This course teaches you the method — you confirm the local price.
What this course covers
MODULE 1 Introduction to Artificial Intelligence5 videos
What you will be able to do:
- Understand what Artificial Intelligence is and its core concepts
- Learn the history and evolution of AI technology
- Explore different types of AI: Narrow AI vs General AI
- Understand machine learning, deep learning, and neural networks
- Recognize real-world AI applications in daily life and business
- Evaluate the impact of AI on jobs, society, and the future economy
MODULE 2 Machine Learning Deep Dive5 videos
What you will be able to do:
- Master three types of machine learning: supervised, unsupervised, reinforcement
- Understand training data, features, and model parameters
- Learn how algorithms minimize error and optimize performance
- Recognize overfitting, underfitting, and generalization
- Apply machine learning to real-world problems
- Evaluate model performance using appropriate metrics
MODULE 3 Neural Networks & Deep Learning5 videos
What you will be able to do:
- Understand how artificial neural networks mimic the human brain
- Learn the structure: neurons, layers, weights, biases, activation functions
- Understand backpropagation and how networks learn
- Explore different neural network architectures: CNN, RNN, transformers
- Learn applications: image recognition, NLP, speech recognition
- Understand computational requirements and training challenges
MODULE 4 NLP & Large Language Models5 videos
What you will be able to do:
- Understand how computers process human language (NLP)
- Learn tokenization, embeddings, and semantic meaning
- Understand Large Language Models (LLMs) like ChatGPT, GPT-4
- Learn training process: pretraining, fine-tuning, RLHF
- Recognize capabilities and limitations of LLMs
- Understand prompt engineering and AI safety concerns
MODULE 5 Computer Vision & Image AI5 videos
What you will be able to do:
- Understand how computers interpret images
- Learn object detection, image classification, semantic segmentation
- Understand facial recognition and ethical concerns
- Learn generative models: GANs, diffusion models, image generation
- Recognize computer vision applications and limitations
- Understand bias in vision systems
MODULE 6 AI Ethics, Safety & Future (CAPSTONE)5 videos
What you will be able to do:
- Understand AI alignment problem and existential risks
- Learn ethical frameworks for responsible AI development
- Understand bias, fairness, transparency, and accountability
- Learn regulatory landscape and governance of AI
- Explore responsible AI implementation strategies
- Understand future of AI and preparation strategies
Pricing
Full Course Access
All 6 modules, 30 video lessons, quizzes, capstone. Lifetime access.
Course + Business Seed Record
Everything above plus a verifiable Business Seed Record with a unique number. This is a record of completion, not an accredited qualification.
Print / Download / Share
High-resolution PDF of your record, print-ready, shareable.
rise AFRICA skills is not a school and does not award accredited qualifications. We teach practical method and issue a Business Seed Record confirming you completed the work.