Mastering GenAI with DeepSeek

About this course

Course Overview: This comprehensive online course is designed to guide you through the process of building customized business chatbot applications using GenAI and DeepSeek. Whether you're a beginner or looking to enhance your AI knowledge, this course offers a structured learning path to master both the theoretical and practical aspects of modern AI technologies.

What You'll Learn:

Introduction to GenAI and DeepSeek: Understand the fundamentals of General AI (GenAI) and explore models like ChatGPT, Gemini, and LlaMa. Dive into the concept of DeepSeek and its applications in AI-driven systems.

Google Colab for AI Development: Learn how to leverage Google Colab to run Python code and deploy AI models. You’ll get hands-on experience with uploading files, changing runtime, and using Colab for deep learning projects.

Python Fundamentals: Master Python programming with lessons on data types, conditions, loops, functions, and modules. These skills are foundational for building and customizing AI applications.

DeepSeek Integration: Gain in-depth knowledge of how to use DeepSeek models, including running them in Google Colab and understanding their capabilities. You'll learn to run various models, from the smallest (LLM-7B-Chat) to the larger DeepSeek-V2-Lite 15.6B.Retrieval Augmented Generation (RAG): Learn how to work with text embeddings, process PDF documents, and create chunks of data for use in AI systems. This will help you build smarter chatbots that retrieve context from documents to provide better answers.

Business Chatbot Application: The course culminates with the creation of a complete chatbot application. You will build the backend API using DeepSeek and integrate it with a frontend using Gradio, making it a full-stack application suitable for real-world use.

Course Stru

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