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Generative AI for Python Backend Developers
Learn how to integrate Generative ai in your backend projects and tasks easily
5.09 reviews41 learners
- All Levels
- 39h 35m video
- 67 lectures
- Arabic
- Captions
- Updated 2025
Taught by Mahmoud Ahmed
- 39h 35m of on-demand video
- 67 lectures across 13 sections
- Closed captions (Arabic)
Curriculum
13 sections67 lectures39h 35m total
- Introduction17:21
- Course Notes11:39
- Course Resources0:03
- Classical Machine Learning1:07:26
- Q&A10:54
- Q&A 210:10
- Deep Learning1:17:58
- Q&A10:48
- Generative Intro53:42
- Mlops Intro24:11
- Data Roles20:03
- Math in Ml Field8:50
- Transformers & LLM51:06
- Choose LLM34:59
- Ollama Basics14:32
- Streamlit part 124:36
- Streamlit Part 21:25:00
- Q&A15:10
- Python ORM28:33
- SQl Alchemy Part 134:30
- SQL Alchemy Part 237:02
- SQL Alchemy Part 324:33
- Vector DB44:12
- Q&A16:31
- New Updates14:48
- Streamlit SqlAlchemy Project43:14
- Streamlit VectorDb Project45:00
About this course
Unlock the power of Generative AI in real-world backend projects with this comprehensive, hands-on course designed for backend developers seeking to bridge the gap between AI and backend systems. Whether you’re a Python developer, backend engineer, or aspiring full-stack data scientist, this course will equip you with the practical skills and deep understanding needed to integrate Generative AI tools and concepts into production-ready backend solutions. What You’ll Learn Core Concepts of Generative AI: Understand…
Before you start
- Basic Python knowledge (data types, loops, functions).
- No previous experience with AI, Flask, or FastAPI required—everything is taught from scratch
Who it’s for
- Backend Developers who want to integrate Generative AI into their projects and build real-world, production-ready AI features.
- Python Developers aiming to expand their skillset into AI-powered backend systems.
- Full-Stack Developers interested in mastering the backend aspects of AI applications, including APIs, databases, and security.
- Technical Enthusiasts and Career Changers who want to gain practical, job-ready experience with Generative AI and backend integration, regardless of prior AI experience.
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