Language Models Courses and Certifications

LLMOps: Building Real-World Applications With Large Language Models

1 rating at Udacity

Master LLMOps principles through hands-on projects: fine-tune models, deploy production applications, implement AI safety measures, and build real-world solutions like chatbots.

• Udacity
• 11 hours
• On-Demand
• Free Online Course

Introduction to Large Language Models with Google Cloud

2 ratings at Udacity

Explore large language models fundamentals, real-world applications, and prompt tuning techniques to enhance LLM performance with Google Cloud's expert training team.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Developing Large Language Models

Learn to develop large language models (LLMs) with PyTorch and Hugging Face, using the latest deep learning and NLP techniques.

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

Large Language Models (LLMs) & Text Generation

Master LLM fundamentals, transformer architectures, and attention mechanisms while building a custom chatbot through hands-on projects with prompt engineering and RAG techniques.

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

Building Generative AI Solutions on Azure with OpenAI GPT Large Language Models

Master building custom AI copilots and applications using Azure AI Studio, Prompt Flow, and OpenAI models with full lifecycle management and GenAIOps deployment strategies.

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

Oxen

How to Fine-Tune Mamba for Question Answering

Dive into practical Mamba language model fine-tuning for question-answering tasks, from basic prompt engineering to complete model training implementation.

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

Learn to build generative AI chatbots using seq2seq models, handling user input and unknown words for more advanced conversational capabilities.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Mastering Communication with AI Language Models

Master effective communication with AI language models through prompt engineering, conversation optimization, and ethical practices while understanding core LLM mechanics.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Mastering Communication with AI Language Models

Unlock effective AI communication by mastering prompt crafting, conversation management, and ethical practices for optimal language model interactions.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Sam Witteveen

Trying Out Flan 20B with UL2 - Working in Colab with 8-Bit Inference

Explore Flan-UL2 20B model in Google Colab using 8-bit inference. Learn about zero-shot capabilities, chain-of-thought prompting, and practical applications in various NLP tasks.

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

Sam Witteveen

Qwen 2 - Analyzing Reasoning and Creativity Capabilities

Explore Qwen 2's capabilities in reasoning and creativity, comparing its performance to other models. Learn about its multilingual support, agent features, and see practical demonstrations.

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

Sam Witteveen

Llama 3 - 8B and 70B Models Deep Dive and Implementation Guide

Explore Llama 3's 8B and 70B models: capabilities, benchmarks, and deployment options. Learn about scaling, licensing, and future developments in this comprehensive overview of Meta AI's latest language model release.

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

Sam Witteveen

New Summarization Techniques for LLM Applications - Building a Note-Taking App

Explore recent advancements in LLM applications, focusing on personalization, curation, and innovative summarization techniques using new models like Claude 3: Haiku for improved note-taking and content processing.

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

MLOps.community

LLMs vs LMs in Production - Key Differences in Using 100M vs 100B Parameter Models

Explore key differences between using 100M vs 100B parameter models in production, covering MLOps processes, prompt testing, automated training, and real-time inference for conversational AI.

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

Unify

DSPy Explained - Compiling Declarative Language Model Calls into Self-Improving Pipelines

Explore DSPy, a programming model for LM pipelines that enables self-improving AI systems through declarative modules and computational graphs. Learn its potential to enhance AI performance.

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