Pretraining, Finetining, Prompt Engineering Everything about Modern AI
Are you eager to dive into the world of modern AI and create your very own chatbot from the ground up? This comprehensive course is designed to take you on a journey through the essential concepts and cutting-edge techniques needed to build sophisticated AI models, fine-tune them, and implement advanced prompt engineering.
What you’ll learn
- Prompt Engineering.
- Finetuning a Large Language Model.
- Pretraining Large Language Model.
- Hands on Openai Api calling.
- Familiar with huggingface models.
- Transformers Architecture.
- State of GPT model.
Course Content
- Theory Behind the Modern AI System –> 3 lectures • 55min.
- Hands on Coding –> 8 lectures • 2hr 16min.
- Final Exam –> 0 lectures • 0min.
Requirements
Are you eager to dive into the world of modern AI and create your very own chatbot from the ground up? This comprehensive course is designed to take you on a journey through the essential concepts and cutting-edge techniques needed to build sophisticated AI models, fine-tune them, and implement advanced prompt engineering.
Starting with the basics, you’ll learn about pretraining and how to fine-tune models to make them more efficient for specific tasks. The course will guide you through the intricacies of tokenization, attention networks, and large language models (LLMs), providing a solid foundation in natural language processing (NLP). You’ll also explore how to implement AI models using tools like Tensor Processing Units (TPUs) for faster processing and delve into practical examples using popular frameworks like Transformers and Langchain.
By the end of this course, you’ll not only understand how to build and optimize chatbots but also gain hands-on experience with API calling, working with Gradio for interface design, and using LoRA for efficient model training. Whether you’re a beginner or looking to expand your AI skills, this course will equip you with the knowledge and tools needed to create state-of-the-art chatbots.
Enroll now to start your AI journey and build chatbots that can interact, engage, and learn just like a human!