Course Features
- Master techniques for creating effective GenAI Application
- Learn how to create ChatBots with custom data
- Create your custom version of ChatGPT
Course Description
Discover the endless possibilities of Gen AI with our detailed training, This course takes you on a journey from basic principles to advanced techniques, offering a hands-on experience that teaches you with the skills needed to excel in the world of Generative AI.
Starting with the basics, the course introduces core concepts, ensuring that even those with limited AI knowledge can quickly grasp the fundamentals. As you progress, you’ll delve into more complex topics, focusing on how to build, deploy, and optimize cutting-edge AI models. Using industry-leading tools such as Langchain, LlamaIndex,Chainlit,OpenAI, Vector Databases, LLMs, and Huggingface, you’ll learn to create robust AI solutions that can be applied to real-world scenarios.
What You’ll Learn?
- How to use OpenAI LLM
- How to use open-source LLMs
- Use Langchain with LLMs
- Effectively use Vector Databases
- Develop your Chatbots with custom data
- Deploy Chatbots to production severs
Who Should Join
- AI Agency Startups
- AI Bot Developers
- AI/ML Engineers
- Business Managers
- Marketing Analysts
Prerequisites
- Python Programming Language
- Deep Learning and Machine Learning Basics
- Natural Language Processing (NLP)
Curriculum
- 18 Sections
- 56 Lessons
- 5 Days
Expand all sectionsCollapse all sections
- Intro to Gen AI3
- Gen AI Pipeline1
- Data Pre-processing & Cleaning4
- Data Vectorization2
- Text Classification Project1
- Intro to Hugging Face5
- Data Pre-Processing in Hugging Face2
- Hugging Face Projects4
- Intro to OpenAI3
- Telegram ChatBot Project1
- ChatGPT Fine Tuning Project1
- OpenAI Projects2
- Mastering Prompt Engineering3
- Vector Databases5
- Mastering Langchain6
- Open Source LLMs5
- Final Projects6
- Deploy GenAI Projects2
GenAI is an advanced level of Deep Learning that uses algorithms to create new content, mimicking human-like outputs
Generative AI is the most demanding skill in AI domain and it is the technology behind all LLMs including ChatGPT.
Image, Videos, Audio and Text data can be used as input and output.
Yes, you will be able to develop your AI bots based on custom data.
Yes, you will learn all techniques and tools to develop chatbots of various kinds and this can be helpful for a new startup.
Yes, students will work on various projects using Python, Langchain and LLMs.
Students will learn about HuggingFace, Open/Closed source LLMs, Langchain, Vector Databases, OpenAI, Flask and many other demanding AI frameworks and tools.
Lessons:
