Transformer Architecture Courses and Certifications

Stanford Seminar - Decision Transformer: Reinforcement Learning via Sequence Modeling

Stanford University offers a 1-2 hour seminar on Reinforcement Learning via Sequence Modeling, introducing the Decision Transformer framework. Learn from Aditya Grover, a research scientist at Facebook AI.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Online Course

DeepLearning.AI;  Amazon Web Services

Generative AI with Large Language Models

2176 ratings at Coursera

DeepLearning.AI offers a 3-week intermediate course on Generative AI with Large Language Models. Learn to understand, deploy, and optimize AI models, with a focus on real-world applications.

• Coursera
• 16 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Transformer Models and BERT Model

39 ratings at Coursera

This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, such as the self-attention mechanism, and how it…

• Coursera
• 51 minutes
• On-Demand
• Free Online Course (Audit)

Board Infinity

The Rise of Generative AI

Course Overview: This course offers a comprehensive exploration of the evolution of Generative AI, from its inception to its current state-of-the-art developments. Over seven video lectures, students will gain insights into key milestones, technologies,…

• Coursera
• 1 hour 34 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to LLMs in Python

Learn the nuts and bolts of LLMs and the revolutionary transformer architecture they are based on!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Large Language Models (LLMs) Concepts

57 ratings at DataCamp

Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Transformers: Text Classification for NLP Using BERT

41 ratings at LinkedIn Learning

Learn about transformers, the go-to architecture for NLP and computer vision tasks.

• LinkedIn Learning
• On-Demand
• Free Trial Available

TensorFlow: Working with NLP

Learn about using transformers in natural language processing with TensorFlow.

• LinkedIn Learning
• On-Demand
• Free Trial Available

TensorFlow

Transfer Learning and Transformer Models

Dive into natural language processing with TensorFlow's under 1-hour session, exploring encoding text, language modeling, transformers, and transfer learning with BERT.

• YouTube
• 45 minutes
• On-Demand
• Free Online Course

Jay Alammar

The Narrated Transformer Language Model

Explore the Transformer architecture in AI/ML with Jay Alammar's visual presentation, suitable for various levels of ML experience. Learn model training, tokenization, and more in under an hour.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Prodramp

Text to Image Generation Using ruDALL-E Open Source Model

Explore ruDALL-E open-source models with Prodramp in under an hour. Dive deep into multimodality transformation architecture, try out models on Google Colab, and learn image generation pipelines.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

Prodramp

Prompt Engineering - Understanding Large Language Models with ChatGPT

Explore the technology behind large language models like ChatGPT with Prodramp's short, intensive program. Learn about transformer architecture, text embedding, and more.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Perceiver - General Perception with Iterative Attention

Explore DeepMind's Perceiver model with Yannic Kilcher in under an hour. Understand its architecture, built-in assumptions, and how it solves the quadratic bottleneck problem.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

TransGAN - Two Transformers Can Make One Strong GAN - Machine Learning Research Paper Explained

Explore TransGAN, the first GAN with both generator and discriminator as transformers, in this less than 1-hour study by Yannic Kilcher. Learn about its architecture, tricks for training, and results.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

BERTology Meets Biology - Interpreting Attention in Protein Language Models

Explore how BERT models interpret protein sequences in this under 1-hour study by Yannic Kilcher, revealing higher-order biological properties of proteins.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course