Natural Language Processing (NLP) Courses and Certifications

Demystifying Mixtral of Experts - Stanford CS25 Lecture

Explore Mixtral 8x7B, a Sparse Mixture of Experts model, with Albert Jiang. Learn about its architecture, expert routing, and how it processes 47B parameters while using only 13B during inference.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Overview of Transformers - Stanford CS25: Lecture 1

Comprehensive introduction to NLP, Transformers, and AI agents, covering history, functionality, recent breakthroughs, applications, and challenges in the field of artificial intelligence.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

Explore the evolution of language models from 3-Gram to GPT-3, examining their capabilities in various tasks and discussing the potential of unsupervised learning in AI development.

• YouTube
• 49 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

Explore the Mixture of Experts paradigm and Switch Transformer, revolutionizing deep learning with sparsely-activated models for improved efficiency and performance in language processing tasks.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Graph Analysis of Russian Twitter Trolls Using Neo4j

Explore graph analysis of Russian Twitter trolls using Neo4j. Learn about data collection, NLP, graph algorithms, and visualization techniques to uncover social media influence patterns.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Transformers that Transform Well Enough to Support Near-Shallow Architectures - Stanford CS25 Lecture

Explore precision language models for efficient training and hardware-based control systems. Learn about non-random parameter initializations and applications in resource-limited environments.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Andrej Karpathy

Practical Guide to Using Large Language Models

1 rating

Explore practical applications of Large Language Models through Andrej Karpathy's comprehensive walkthrough of tools, features, and real-world examples—from basic interactions to advanced capabilities like code generation, multimodal inputs, and custom a…

• YouTube
• 2 hours 11 minutes
• Self-Paced
• Free Video

Lennart Svensson

Introduction to Transformer Architecture - Complete Video Series

1 rating

Dive into transformer architecture fundamentals through self-attention, encoders, decoders, and applications in NLP tasks like translation and text generation.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Tina Huang

Context Engineering Clearly Explained

1 rating

Master context engineering techniques to build more effective AI agents by providing comprehensive background information and structured prompts for better AI performance.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

notJust․dev

Building an App From Scratch With ChatGPT - The Future of Development

1 rating

Learn to build a React Native todo app using ChatGPT, covering setup, components, styling, data persistence, and advanced features. Gain insights into AI-assisted development and mobile app creation.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Introduction to Large Language Models and Generative AI

1 rating

Explore large language models, their use cases, and development tools. Learn about prompt tuning and GenAI in this comprehensive overview.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Wes McDowell

SEO Has Already Changed - What You Missed About Modern Search Optimization

Discover how SEO has evolved beyond traditional Google optimization and why your traffic may be disappearing due to outdated search strategies.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Wes McDowell

7 ChatGPT Power Prompts That Will Change Your Business

Unlock 7 powerful ChatGPT prompts to 10x your business productivity and transform how you create content, manage emails, and plan strategically in just 15 minutes.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

James Briggs

LangChain 2025 - Complete Course for AI Engineers

Discover comprehensive LangChain v0.3 techniques for AI engineers, covering agents, memory, streaming, and real-world project implementation in 2025.

• YouTube
• 9 hours 32 minutes
• Self-Paced
• Free Video

James Briggs

NLP for Semantic Search Course

Master NLP techniques for semantic search and vector databases through dense vectors, sentence transformers, fine-tuning methods, and question-answering systems.

• YouTube
• 9 hours 2 minutes
• Self-Paced
• Free Video