AI Models Courses and Certifications

Pragmatic AI Labs

GitHub: Evaluating and Integrating AI Models

Evaluate and integrate AI models with GitHub Models: compare marketplace models, test prompts and temperature in the playground, and build a FastAPI endpoint in Codespaces.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Explore the foundation models available in the watsonx.ai interface, compare their strengths, weaknesses, and capabilities, and choose the right model for a business use case.

• IBM Training
• 2 hours
• Self-Paced
• Free Online Course

Selection and Implementation of AI Models: Speech2Summary

Learn how to select and implement pre-trained AI models, using a speech-to-summary pipeline as the worked example.

• openHPI
• 13 weeks
• Self-Paced
• Free Certificate

Introduction to Microsoft AI models

Explore Microsoft AI models in Foundry, evaluating and using MAI models for reasoning, image generation, transcription, and expressive speech.

• Microsoft Learn
• 2 hours
• Self-Paced
• Free Online Course

Open-source AI Models

Learn how to utilized open-source LLMs in your applications. Get started with Hugging Face, find the right model, and even run them in your browser or locally via Ollama.

• Scrimba
• 38 minutes
• Self-Paced
• Paid Course

LearnKartS

Integrate AI Models in n8n: Prompt Engineering & Outputs

Build n8n workflows that call OpenAI, Claude, Gemini, and local Ollama models: automate Gmail routing, tune prompts with temperature and tokens, and validate structured outputs.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Packt

Apple Foundation Models: On-Device AI Session Management

Build on-device AI apps with Apple Foundation Models, managing single- and multi-turn sessions, transcripts, context limits, and error recovery through practical text summary and travel assistant projects.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Scalable AI Models with PyTorch Lightning

119 ratings at DataCamp

Foundations of Scalable AI This course takes you on a journey through the fundamentals of scalable AI.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Introduction to Azure OpenAI Service, AI Models, and Capabilities

13 ratings at Udacity

Explore Azure OpenAI Service setup, model selection, prompt engineering, generative coding and images, and responsible AI for secure applications.

• Udacity
• 2 hours
• Self-Paced
• Free Certificate

Deploy and Scale AI Models with Cloud Run

13 ratings at DataCamp

AI inference is the process of using a trained machine learning model to make predictions on new, unseen data by applying learned patterns.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

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

2 ratings at Udacity

Build, evaluate, and deploy custom copilots on Azure AI Foundry using Prompt Flow, GenAIOps, monitoring, and CI/CD.

• Udacity
• 10 hours
• Self-Paced
• Paid Course

This learning path provides a comprehensive introduction to machine learning operations (MLOps), with a specific focus on generative AI.

• DataCamp
• 18 hours
• Self-Paced
• Free Trial Available

Working with the OpenAI API

9169 ratings at DataCamp

Discover How to Access AI Models from the OpenAI API Over recent years, OpenAI has emerged as a market leader in creating AI models, such as GPT-4o, and releasing them to the wider community through applications like ChatGPT.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Developing AI Systems with the OpenAI API

3028 ratings at DataCamp

Get your AI applications ready for production with this OpenAI API course.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Working with Llama 3

2380 ratings at DataCamp

Learn to use the Llama Large-Language Model (LLM) What is the Llama LLM, and how can you use it to enhance your projects?

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available