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GenAI Master

Advanced Generative Models

Prompt engineering, Pix2Pix, and CycleGAN

⏱️ Duration: 8 hrs
πŸ’° Fee: β‚Ή3999 + Taxes
GenAI Master
πŸ† GenAI Master

View our curriculum

The entire program leads to mastery in the field and is intended to give future practitioners a complete curriculum.

Module 1

Diffusion Models

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What is Diffusion?

GenAI Master

Noising and denoising process, Forward vs. reverse diffusion, Mathematical foundations

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Stable Diffusion

GenAI Master

Latent diffusion architecture, Image generation pipeline, Key components: VAE, U-Net, CLIP

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Text-to-Image Diffusion

GenAI Master

Generating images from text prompts, Prompt engineering techniques, Negative prompting and guidance scale

Module 2

Large Language Models (LLMs)

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GPT-3 & GPT-4

GenAI Master

Transformer architecture refresher, Few-shot learning capabilities, Fine-tuning vs. prompting

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ChatGPT & Gemini

GenAI Master

Building custom chat applications, RLHF (Reinforcement Learning from Human Feedback), Safety and alignment techniques

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Code Generation Models

GenAI Master

Codex & CodeGen architectures, Prompt patterns for code generation, Evaluation metrics (pass@k)

Module 3

Text-to-Image & Text-to-Video

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Text-to-Image Pipelines

GenAI Master

DALL-E 2/3 architecture, Stable Diffusion XL features, Commercial vs. open-source options

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Text-to-Video Generation

GenAI Master

Synthesizing video clips from text, Temporal attention mechanisms, Current limitations and challenges

Module 4

Meta-Learning & Few-Shot Learning

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Few-Shot Learning in LLMs

GenAI Master

In-context learning mechanisms, Prompt engineering for few-shot, Zero-shot capabilities analysis

GenAI Master Projects:

Sharpen Your Skills with Real Battles

Master AI by working on industry-grade projectsβ€”building, innovating, and solving challenges to prepare for the fast-moving industry.

GenAI Master

Text-to-Image

Generating high-quality images from text prompts using a diffusion model.

GenAI Master

Custom Chatbot

Developing a chatbot with memory and personality using LLMs.

GenAI Master

Text-to-Video

Synthesizing short video clips from text descriptions.

GenAI Master

Code Generation

Generating and improving code using minimal examples with LLMs.

Certification

Get Certified

Complete real-world projects, pass assessments, and earn your GenAI Master badge.

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