Generative AI for Developers Diploma
Discover how advancements in AI are transforming the landscape of software development. Our diploma program offers a unique opportunity to elevate your career by mastering Gen AI technologies.
Learn to harness the power of Large Language Models, delve into Hugging Face development, explore AI Agents applications, unlock the potential of Advanced Prompt techniques, and delve into LangChain and LangSmith utilization.
Take the next step towards becoming a professional in the dynamic field of software development with Gen AI.
Outline of the Diploma:
2) Exploring and Comparing Different LLMs
- Define Generative AI.
- Overview of Large Language Models (LLMs).
- Discuss the impact of LLMs on various industries.
1) Introduction to Generative AI and LLMs
- Define Generative AI.
- Overview of Large Language Models (LLMs).
- Discuss the impact of LLMs on various industries.
4) Understanding Prompt Engineering Fundamentals
- Introduction to the concept of prompt engineering.
- Best practices for crafting effective prompts.
- Interactive prompt engineering exercise.
3) Open Source Models and Hugging Face
- Explore Hugging Face as a resource for open-source AI models.
- Hands-on: Building a simple application using a model from Hugging Face.
6) Retrieval Augmented Generation (RAG) and Vector Databases
- Explanation of RAG and its use cases.
- Overview of vector databases.
- Practical session: Implementing a simple RAG-based application.
5) Creating Advanced Prompts
- Techniques to refine prompts for better results.
- Hands-on: Creating prompts for complex queries.
- Introduction to LangChain for building AI applications.
8) Discover LangChain and LangSmith
- Deep dive into LangChain features and capabilities.
- Build a sample project using LangChain.
- Introduction to LangSmith tools.
- Demonstration of optimization and monitoring techniques.
7) AI Agents
- Introduction to AI agents.
- Discuss frameworks available for building AI agents.
- Hands-on: Creating a simple AI agent.
About the Instructor:
Ali Mahmoud Elshenawy
- Senior AI and Data Science
- Master of Artificial Intelligence - Ottawa University (Canada)
- AI Developer with experince since 2019
Why to participate with EYouth
Why we are the most suitable choice
Integrate technology training for developers with the expertise of industry experts, mentorship, and hands-on projects to foster productivity, and professionalism and drive innovation.
- Practical Experience: Our program prioritizes hands-on learning, providing real-world skills enhancement.
- Certification: We offer recognized certifications from esteemed bodies like EYouth and IAO, ensuring industry relevance.
- Case Studies: Our curriculum includes relevant case studies for practical problem-solving skill development.
- Practical Applications: Participants can apply learnings directly to their roles, enhancing productivity and effectiveness.
Diploma Begins on
11 August
Diploma Duration
40hours
Number of Sessions
14
The exercises you will perform after each session:
Using Large Language Models
Application on LangChain
Successful LLM applications
Application to open source models
Prompt Engineering applications
Advanced Prompts
Application to RAG
Application to Vector Databases
Developing AI Agents applications
Application on LangSmith
Building Text Generation applications
Building a Chat application