AI Fundamentals
A comprehensive introduction to artificial intelligence concepts and applications.
8 weeksBeginner
- Basic AI concepts and terminology
- Introduction to machine learning
- Python programming fundamentals
- Real-world AI applications
Courses
AI training courses
Structured courses from foundations to advanced topics, including generative and agentic AI.
Learning Path
All Courses
Ordered from beginner to advanced. Click Enroll Now to register your interest.
Python Programming
Accessible to beginners and professionals, Python is the most popular language in AI.
6 weeksBeginner
- Hands-on Python coding
- Data structures and algorithms
- AI and data science applications
- Project-based learning
Math for ML and DL
Mathematics is the core foundation of both machine learning and deep learning.
8 weeksAll Levels
- Linear algebra and calculus
- Probability and statistics
- Optimization techniques
- Math for neural networks
Data Science and Machine Learning
Learn about data science, machine learning algorithms, and real-world applications.
10 weeksIntermediate
- Data analysis and visualization
- Supervised and unsupervised learning
- Model evaluation and deployment
- Practical projects
Machine Learning Specialization
Deep dive into machine learning algorithms and practical implementation.
12 weeksIntermediate
- Supervised and unsupervised learning
- Neural networks and deep learning
- Model deployment and optimization
- Industry projects and case studies
Deep Learning
Get introduced to popular deep learning algorithms from basic to advanced.
8 weeksIntermediate
- Neural networks and backpropagation
- Convolutional and recurrent networks
- Transfer learning
- Hands-on deep learning projects
Generative AI
Learn the basics of large language models, transformer architecture, and more.
6 weeksIntermediate
- Large language models (LLMs)
- Transformer architecture
- Text and image generation
- Ethics and applications
Agentic AI
Build AI agents that plan, use tools, and complete multi-step tasks autonomously.
6 weeksAdvanced
- AI agents and autonomous workflows
- Tool use and multi-step reasoning
- Building agentic applications with LLMs
- Evaluation, safety, and production deployment
AI for Business
Learn how to leverage AI solutions for business growth and optimization.
6 weeksAll Levels
- AI strategy development
- Business process automation
- Data-driven decision making
- ROI measurement and optimization
Programmes
Looking for flagship programmes?
Discover Nura, Math4Int, Denoise, Signal, and other signature LogAI initiatives.
View ProgrammesReady to start learning?
Enroll in a course or contact us for custom training for your team or organisation.