This course offers a hands-on approach to Artificial Intelligence (AI), guiding you to build 7 AI models for real-world applications. Along the way, you’ll dive into cutting-edge AI techniques and master tools to solve complex problems.
What You’ll Learn:
- Build 7 AI Applications
Gain practical experience by creating AI solutions for different use cases. - Deep Understanding of AI Theory
Explore the concepts and principles behind Artificial Intelligence. - Master Advanced AI Models
- Q-Learning: The basics of reinforcement learning.
- Deep Q-Learning: Enhance AI decision-making with deep neural networks.
- Deep Convolutional Q-Learning: Implement AI for spatial data.
- A3C (Asynchronous Advantage Actor-Critic): Efficient multi-threaded learning.
- PPO (Proximal Policy Optimization): Optimize decision-making policies.
- SAC (Soft Actor-Critic): Explore maximum entropy reinforcement learning.
- LLMs (Large Language Models)
- Understand transformers and their role in modern AI.
- Apply Low-Rank Adaptation (LoRA) and Quantization (QLoRA) techniques for efficient AI training.
- Learn Natural Language Processing (NLP) techniques like tokenization and padding for chatbot development.
- Fine-tune LLMs with Knowledge Augmentation to enhance performance.
- Extra Techniques
Explore advanced methodologies, including DDPG, Full World Models, Evolution Strategies, and Genetic Algorithms.
What’s Included:
- 15 Hours of On-Demand Video
Step-by-step lessons to guide you through building and understanding AI models. - 16 Articles & 10 Downloadable Resources
Supplementary materials to reinforce your learning. - Flexible Access
Learn anytime, anywhere, on mobile devices or TV. - Closed Captions
Accessible content for all learners. - Certificate of Completion
Showcase your achievement and enhance your career prospects.
Who This Course Is For:
- AI Enthusiasts
Perfect for anyone with an interest in Artificial Intelligence, Machine Learning, or Deep Learning. - Beginners & Intermediate Learners
Suitable for individuals at any level who want to deepen their knowledge of AI and its applications. - Professionals & Entrepreneurs
For those looking to leverage AI for solving real-world problems or transforming industries.
By the end of this course, you’ll have a comprehensive understanding of AI, the skills to build cutting-edge models, and the confidence to apply these tools to real-world challenges.
