Transformer Networks Courses and Certifications

Microcredential

Generative AI Models and Transformer Networks Certification

13 ratings at Coursera

Master Generative AI from autoencoders to transformers. Build VAEs, GANs, and deploy GPT/BERT models with RAG techniques for real-world applications using TensorFlow.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Programming Transformer Neural Networks with PyTorch

Master Transformer Neural Networks with PyTorch by building models from scratch, exploring pre-trained options, and implementing NLP applications like text generation.

• Udacity
• 4 hours
• On-Demand
• Paid Course

Pascal Poupart

CS480-680 Lecture 19 - Attention and Transformer Networks

Explore attention mechanisms, transformer networks, and their applications in machine learning, including multihead attention and normalization techniques.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

AI Doctoral Academy

Attention and Transformer Networks - Lecture 5

Dive into attention mechanisms and transformer networks in this focused deep learning lecture by Prof. Pitas.

• YouTube
• 48 minutes
• On-Demand
• Free Video

StatQuest with Josh Starmer

Transformer Neural Networks, ChatGPT's Foundation, Clearly Explained

Clear explanation of Transformer Neural Networks, the foundation of ChatGPT and modern AI. Covers key concepts like word embedding, self-attention, and encoder-decoder architecture.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Aleksa Gordić - The AI Epiphany

The Sensory Neuron as a Transformer - Permutation-Invariant Neural Networks for Reinforcement Learning - Paper Explained

Explore Google Brain's "Attention Neuron" model for reinforcement learning, featuring permutation-invariant neural networks and their application in various experiments and visualizations.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Alfredo Canziani

Speech Recognition and Graph Transformer Networks

Explore modern speech recognition techniques, including connectionist temporal classification, beam search decoding, and Graph Transformer Networks, with expert insights and practical applications.

• YouTube
• 1 hour 55 minutes
• On-Demand
• Free Video

Harvard CMSA

Modern Hopfield Networks for Novel Transformer Architectures

Explore modern Hopfield Networks and Dense Associative Memory models, understanding their applications in machine learning and the innovative Energy Transformer architecture for computer vision tasks.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

CodeEmporium

The Complete Guide to Transformer Neural Networks

Comprehensive exploration of Transformer neural networks for language translation, covering architecture, key components, and practical implementation insights.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Stanford Otolaryngology — Head & Neck Surgery

Generative AI Based on Transformer Neural Networks - Fundamentals, Implications and Trends

Explore fundamentals, implications, and trends of generative AI using transformer neural networks in this comprehensive Stanford Otolaryngology grand round.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Towards Robust Medical Image Analysis

Explore robust medical image analysis techniques for handling data from different centers, including domain generalization, diffusion models for synthesis, and semi-supervised learning with large models.

• YouTube
• 1 hour
• On-Demand
• Free Video

Video Action Transformer Network: Implementation and Experiments

Learn about Video Action Transformer Networks, exploring their architecture, implementation, and experimental results for advanced video understanding and action recognition.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

The Transformer Network for the Traveling Salesman Problem

Explore how Transformer networks can tackle the Traveling Salesman Problem, improving upon existing heuristics with promising results for combinatorial optimization challenges.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Databricks

Building a Pipeline for State-of-the-Art NLP Using Hugging Face Tools

Learn to build state-of-the-art NLP pipelines using Hugging Face tools. Explore tokenization, transformer networks, and various NLP tasks like sentiment analysis and question answering.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Wu Tsai Neurosciences Institute, Stanford

Organizing Knowledge for Flexible Behavior in Neural Networks

Explore groundbreaking research on how the brain organizes and generalizes knowledge, focusing on hippocampal models, neural populations, and grid cells in flexible behavior and intelligence.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video