Build Your Own Chat Bot From Scratch

About this course

Build Your Own AI Chatbot: From Foundations to Advanced DeploymentAre you fascinated by the power of AI and curious about how to build a chatbot that can understand, respond, and adapt like a human? This in-depth, project-based course takes you on a complete journey—from the core principles of artificial intelligence to building and deploying your very own intelligent chatbot.

Designed for beginners and intermediate learners alike, this course covers a wide range of modern AI concepts, techniques, and tools that are shaping the future of human-computer interaction.

What You'll Learn:

Core Concepts of AI and NLPBegin by mastering the fundamentals of Natural Language Processing (NLP), including text preprocessing, tokenization, embedding, attention mechanisms, and transformer architectures. Understand the role of pretraining and how transfer learning makes modern language models highly efficient and task-adaptable.

Large Language Models (LLMs) and Fine-TuningDive into the inner workings of LLMs such as GPT and BERT. Learn how to fine-tune pre-trained models on domain-specific datasets to improve performance and efficiency for real-world applications.

Advanced Prompt Engineering

Discover the art and science of crafting effective prompts that guide LLMs to produce accurate, relevant, and context-aware responses. Explore few-shot and zero-shot learning through prompt design strategies.

Hands-On with Modern Frameworks

Gain practical experience using leading frameworks and tools including Hugging Face Transformers, LangChain, and Gradio. Learn how to build interactive interfaces, chain model outputs, and integrate with external APIs for dynamic responses.

Hardware Acceleration with TPUsSpeed up training and inference using Tensor Processing Units (TPUs) and learn how to set up your own scalable training pipe

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