Transformer Architecture Courses and Certifications

Coursera

Generative AI and Large Language Models

Discover generative AI fundamentals, from GANs to transformers, with hands-on experience using GPT, Hugging Face, and diffusion models for real-world applications.

• Coursera
• 1 day 3 hours 16 minutes
• On-Demand
• Paid Course

Board Infinity

The Rise of Generative AI

Explore AI's evolution from 1950s to 2023, covering key milestones like neural networks, GANs, and Transformers. Gain insights into AI's impact across sectors and its future potential.

• Coursera
• 2 hours 9 minutes
• On-Demand
• Paid Course

Edureka

Introduction to LLMs and Hugging Face

Discover transformer architecture, attention mechanisms, and Hugging Face tools to build intelligent language-driven systems with hands-on LLM fine-tuning and deployment.

• Coursera
• 10 hours 34 minutes
• On-Demand
• Paid Course

Packt

Foundations of AI, LLMs, and Development Environments

Master AI fundamentals, LLMs, and development environments through hands-on Python programming, transformer architecture, and OpenAI API integration in this comprehensive 12-hour journey.

• Coursera
• 12 hours 37 minutes
• On-Demand
• Paid Course

Coursera

Foundations of Open Generative AI Engineering

Discover the principles and architectures of open generative AI models, from licensing frameworks to performance trade-offs, and develop skills to select the right model for your needs.

• Coursera
• 2 hours 27 minutes
• On-Demand
• Paid Course

Packt

Decoding Large Language Models

Unlock the architecture, training, and deployment of Large Language Models through hands-on expertise in fine-tuning, evaluation, and real-world integration strategies.

• Coursera
• 20 hours 28 minutes
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute

Building and Deploying Generative AI Models

Master building, deploying, and scaling Transformer models, RAG systems, and autonomous AI agents from scratch using PyTorch, LangChain, and Google Cloud Platform.

• Coursera
• 13 hours 43 minutes
• On-Demand
• Paid Course

Programming Generative AI: Unit 2

Explore advanced generative AI techniques for images and text using CNNs, autoencoders, diffusion models, and transformers with hands-on PyTorch and Hugging Face implementation.

• Coursera
• 8 hours 26 minutes
• On-Demand
• Paid Course

Quick Start Guide to Large Language Models (LLMs): Unit 3

Master advanced LLM architectures, multimodal integration, reinforcement learning alignment, fine-tuning optimization, and cloud deployment strategies for high-performing models.

• Coursera
• 8 hours 7 minutes
• On-Demand
• Paid Course

Coursera

Build & Adapt LLM Models with Confidence

Master enterprise-grade LLM deployment with hands-on fine-tuning, architecture selection, and production scaling using LoRA, Hugging Face, and security best practices.

• Coursera
• 4 hours 18 minutes
• On-Demand
• Paid Course

Coursera

NLP: Fine-Tune & Preprocess Text

Master BERT fine-tuning and spaCy preprocessing pipelines to transform unstructured text into actionable insights for domain-specific NLP applications.

• Coursera
• 1 hour 40 minutes
• On-Demand
• Paid Course

Packt

Building AI Intensive Python Applications

Master generative AI application development with Python, covering LLMs, vector databases, and frameworks to build intelligent, reliable AI-powered solutions.

• Coursera
• 1 day 1 hour 51 minutes
• On-Demand
• Paid Course

Generative AI: Introduction to Large Language Models

850 ratings at LinkedIn Learning

Gain a foundational knowledge of how large language models and other Generative AI models work.

• LinkedIn Learning
• 1 hour 36 minutes
• On-Demand
• Free Trial Available

Artificial Intelligence Foundations: Neural Networks

647 ratings at LinkedIn Learning

Learn the fundamental techniques and principles behind artificial neural networks.

• LinkedIn Learning
• 1 hour 45 minutes
• On-Demand
• Free Trial Available

Andrej Karpathy

Let's Build GPT - From Scratch, in Code, Spelled Out

Comprehensive tutorial on building a GPT model from scratch, covering key concepts like self-attention, multi-headed attention, and transformer architecture. Includes practical coding examples and insights into modern language models.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video