About this course
This course provides a comprehensive overview of the essential skills and knowledge required to build a successful career in the field of generative AI. From understanding the foundational concepts to exploring advanced applications and ethical considerations, this course will equip you with the tools needed to excel in this rapidly evolving industry.
What you'll learn
- Explain foundational generative AI concepts and common model families (VAEs, GANs, diffusion models, transformers)
- Apply machine learning and deep learning principles to design and train generative models
- Build and fine-tune NLP models for generation tasks (language modeling, summarization, prompting)
- Develop generative computer vision models for image synthesis, editing, and evaluation
- Use popular tools and frameworks (PyTorch, TensorFlow, Hugging Face) to prototype end-to-end systems
- Evaluate model performance and robustness using quantitative and qualitative metrics
- Identify and mitigate ethical, privacy, and societal risks of generative AI systems
- Package projects into a career-ready portfolio and prepare for technical interviews
- Assess emerging trends and map potential product and research opportunities in generative AI
Prerequisites
Basic Python and familiarity with core ML concepts are recommended; no prior generative-AI specialization required.
- Level
- Intermediate· Level
- Duration
- 8 weeks· Duration
- Language
- English· Language
- Modules
- 10· Modules
Skills you'll gain
- Machine learning fundamentals
- Deep learning for generative models
- Natural language processing
- Computer vision for synthesis
- Model evaluation and validation
- Prompt engineering and fine-tuning
- Framework proficiency (PyTorch/TensorFlow/Hugging Face)
- Ethical reasoning and risk mitigation
- Product thinking and portfolio building
- Deployment and MLOps basics
What you'll study
10 modules — work at your own pace.
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Why people choose jypi for their learning
“Being able to go at my own pace changed everything. I fit learning in around my job and family — no pressure, just progress when I'm ready.”
“I took what I learned here and used it straight away on a new initiative at work. My manager noticed the difference within a few months.”
“My degree didn't cover half the stuff I needed for my role. jypi filled those gaps with courses I could actually finish.”
“It's not only about career. I learn because I'm curious. jypi lets me follow that without limits.”
