Complete 8-Week Curriculum | 16 Sessions
Start Your Journey Here
Welcome to the AI Training Course! Learn about your instructor, discover what you'll master over 8 weeks, and understand the journey ahead. This introduction sets the foundation for your AI education.
Understanding AI Through Building
Learn what AI really is: machines learning patterns from data. Explore three types of AI and real career stories of people who built their success through AI fundamentals.
Discover why data quality determines AI success. Learn the three pillars of good data: completeness, accuracy, and consistency. See how bad data breaks AI.
How to Prepare Data for AI
Master the art of gathering and preparing raw data. Learn techniques to handle missing values, remove duplicates, and standardize formats for AI models.
Understand how to structure and store data efficiently. Explore databases, data warehouses, and the importance of proper documentation.
How AI Systems Learn
Learn the fundamentals of AI models. Understand when to use classification, regression, or clustering. Explore popular model types and their real-world applications.
Discover how AI systems learn from data. Master the training process, split your data correctly, and validate model performance with real-world metrics.
From Theory to Practice
Learn how to frame AI problems correctly. Define success metrics, understand constraints, and identify data requirements for your project.
Get your AI system into production. Learn about model deployment, continuous monitoring, and maintaining performance over time.
Taking Your Skills Further
Master the art of creating meaningful features for AI models. Learn techniques to extract patterns and improve model performance significantly.
Fine-tune AI models to peak performance. Learn hyperparameter tuning, cross-validation, and techniques to prevent overfitting.
Building AI Responsibly
Understand AI bias and its consequences. Learn to identify, measure, and mitigate fairness issues in your AI systems. Protect user privacy.
Build explainable AI systems. Learn to communicate how and why your models make decisions. Establish accountability in AI systems.
The Future is Now
Discover how generative AI creates new content. Understand transformers, attention mechanisms, and the revolution of large language models.
Master prompt engineering to get better results from LLMs. Learn fine-tuning techniques and how to customize generative AI for your needs.
Your AI Journey Continues
Explore diverse career paths in AI. Learn about AI engineer, data scientist, prompt engineer, and AI consultant roles. Find your fit in the AI industry.
Create a powerful AI portfolio to launch your career. Learn what to build, how to showcase it, and strategies to land your first AI role.