AI Models Courses and Certifications

Claude AI for Finance

606 ratings at Udemy

Analyze Financial Data, Automate Recurring Tasks and Support Decision Modeling.

• Udemy
• 2 hours
• Self-Paced
• Paid Course

Google Gemini AI Course for Beginners

4 ratings

Learn to use the Gemini API for text, image, chat, and embedding applications, culminating in an AI coding assistant.

• freeCodeCamp
• 1 hour 19 minutes
• Self-Paced
• Free Video

Intro to OpenAI GPT API

399 ratings at Codecademy

Learn to use the OpenAI GPT API, design effective prompts, and control model outputs for more reliable generative AI applications.

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

Bolei Zhou

Interpreting Deep Generative Models for Interactive AI Content Creation

Interpreting latent spaces in deep generative models for interactive AI image creation.

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

Krish Naik

Evidently AI Tutorial - Open Source ML Models Monitoring and Observability

Demonstrates how to monitor machine learning models, check their performance, and detect target drift with Evidently AI.

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

Prodramp

Automated Video Creation with Stable Diffusion AI Models - A Developer Guide

Create automated videos with audio using Stable Diffusion through a GUI or Python pipeline on a local machine or in Google Colab.

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

Prodramp

Text to Image AI Models - Different Methodologies and How It Works

Explore how autoregressive models, GANs, VQ-VAE transformers, and diffusion models generate images from text.

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

Data Science Dojo

Foundation Models and Generative AI - Future of Generative AI - What are Foundation Models?

Explore how foundation models are evolving, how proprietary and open-source approaches differ, and where investors expect value to accrue.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Aleksa Gordić - The AI Epiphany

State Space Models: Advancements and Applications in AI - Featuring Albert Gu and Karan Goel

Explore how state space models represent sequences, compare with transformers, and handle computation through convolution and Mamba 2.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Krish Naik

Generative AI with LLM Models on AWS Cloud - Crash Course

Build and deploy generative AI applications on AWS using Hugging Face models, Amazon Bedrock, and LangChain.

• YouTube
• 2 hours 17 minutes
• Self-Paced
• Free Video

Krish Naik

Generative AI: Fine-Tuning LLM Models Crash Course

Learn the intuition behind LoRA, QLoRA, and quantization, then fine-tune Llama 2 and Gemma models, including with custom data.

• YouTube
• 2 hours 37 minutes
• Self-Paced
• Free Video

PyCon US

Testing Stochastic AI Models with Hypothesis

Use property-based testing with Hypothesis to generate plausible edge cases for stochastic AI models.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

Mervin Praison

The Ultimate Guide to Fine-Tuning Mistral AI Models

Fine-tune Mistral models through Mistral AI’s server workflow, from preparing task-specific data to using the resulting model in a Gradio interface.

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

Toronto Machine Learning Series (TMLS)

Demystifying Large Language Models - ChatGPT, GPT-4, and the Future of AI Communication

Explore the inner workings of ChatGPT and GPT-4, their practical applications, and societal implications. Gain insights into how these AI models are shaping the future of communication and problem-solving.

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

Reallusion

Animating AI-Generated Models: A Step-by-Step Guide - From Sketch to Motion

Explore AI-driven 3D model creation and animation using Rodin, AccuRIG, and ActorCore. Learn to transform 2D sketches into rigged, animated 3D characters with professional-grade tools and motions.

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