3.1 Model Architectures & Generative Models

Understand transformers, diffusion, language models, and other generative architectures.

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Courses

21 courses

Curated external courses related to Model Architectures & Generative Models.

Hugging Face

Hugging Face LLM Course

Intermediate6–8 hours per chapter

transformers / NLP / fine-tuning

Stanford University

Stanford CS25: Transformers United

IntermediateWeekly seminar series

transformers / frontier research / applications

Databricks

Generative AI Fundamentals

Beginner1–2 hours

generative AI / foundation models / governance

Databricks

Large Language Models: Foundation Models from the Ground Up

IntermediateMulti-week course

transformers / foundation models / transfer learning

NVIDIA

Generative AI Explained

BeginnerApprox. 2 hours

generative AI / use cases / risks

DeepLearning.AI

Transformers in Practice

IntermediateUnknown

Model Architectures & Generative Models

DeepLearning.AI

Attention in Transformers: Concepts and Code in PyTorch

IntermediateUnknown

Model Architectures & Generative Models

DeepLearning.AI

How Transformer LLMs Work

BeginnerUnknown

Model Architectures & Generative Models

DeepLearning.AI

Generative AI with Large Language Models

IntermediateUnknown

Model Architectures & Generative Models

DeepLearning.AI

How Diffusion Models Work

IntermediateUnknown

Model Architectures & Generative Models

DeepLearning.AI

Generative AI for Everyone

BeginnerUnknown

AI Literacy & Individual Productivity

Kaggle

5-Day Gen AI Intensive Course with Google

Intermediate5 days; self-paced

Gemini / prompt engineering / embeddings

Anthropic

AI Capabilities and Limitations

BeginnerSelf-paced; duration not stated

next-token prediction / context windows / AI limitations

NVIDIA

Building Transformer-Based NLP Applications

6h / $30

NVIDIA certification preparation / Self-paced

NVIDIA

Building Transformer-Based NLP Applications

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

NVIDIA

Building Transformer-Based NLP Applications

8h / $30

NVIDIA certification preparation / Self-paced

NVIDIA

Building Conversational AI Applications

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

NVIDIA

Generative AI With Diffusion Models

8h / $90

NVIDIA certification preparation / Self-paced

NVIDIA

Generative AI With Diffusion Models

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

Google

Professional Machine Learning Engineer Certification

17 activities

Google Cloud certification preparation / Google Skills / managed certification path

AWS

Exam Prep Plan: AWS Certified Machine Learning Engineer – Associate

Self-paced; duration varies by plan component

AWS certification preparation / Exam Prep Plan / AWS Skill Builder