Model Tuning Courses and Certifications

Red Hat Developer

Enhancing Generative AI with InstructLab for Accessible Model Fine-Tuning

Discover how InstructLab simplifies LLM fine-tuning for developers, making AI model customization accessible on consumer hardware through collaborative knowledge curation and instruction training.

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

Credential

Mastering Gradient Boosting with XGBoost & LightGBM

Master gradient boosting techniques using XGBoost, LightGBM, and CatBoost to build, tune, and interpret powerful models for real-world classification problems with hands-on practice.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate
• 3 courses

LLM Fine Tuning Fundamentals + Fine tune OpenAI GPT model

396 ratings at Udemy

Learn the fundamentals of LLM and LLM Fine Tuning. Hands-On sessions to Fine tune OpenAI GPT model with custom data.

• Udemy
• 3 hours 27 minutes
• Self-Paced
• Paid Course

MLOps Tools: MLflow and Hugging Face

67 ratings at Coursera

Explore MLflow and Hugging Face for MLOps, covering model tracking, deployment, fine-tuning, and cloud integration. Gain practical skills in managing ML workflows and creating interactive demos.

• Coursera
• 1 day 1 hour 53 minutes
• Self-Paced
• Paid Course

Open Source LLMOps Solutions

26 ratings at Coursera

Gain hands-on experience deploying open-source LLMs, from understanding fundamentals to fine-tuning models and building AI applications using a code-first approach.

• Coursera
• 1 day 12 hours 14 minutes
• Self-Paced
• Paid Course

Azure OpenAI Services - The Complete Guide

3059 ratings at Udemy

Leverage the power and security of Azure to enhance the creative capabilities of ChatGPT and other OpenAI models

• Udemy
• 3 hours 46 minutes
• Self-Paced
• Paid Course

Coursera

PyCaret: Anatomy of Regression

14 ratings at Coursera

Explore PyCaret for efficient regression modeling: compare models, tune parameters, create visuals, and interpret results using SHAP, all with minimal code.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Generative AI and ESG

29 ratings at Coursera

Gain insights into leveraging generative AI technologies for enhancing ESG practices, from data analysis and risk assessment to regulatory compliance and sustainable business transformation.

• Coursera
• 9 hours 15 minutes
• Self-Paced
• Paid Course

Coursera

Machine Learning with ChatGPT: Image Classification Model

35 ratings at Coursera

Build a machine learning model for image classification using ChatGPT. Learn fine-tuning, data preparation, model architecture, training, and evaluation with the MNIST database of handwritten digits.

• Coursera
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Generative AI - The Ultimate Guide! Beginner to Leader in AI

1120 ratings at Udemy

Master the core concepts of Generative AI and advanced techniques in - ChatGPT, Stable Diffusion, Prompt Engineering

• Udemy
• 5 hours 11 minutes
• Self-Paced
• Paid Course

Coursera

OpenAI: Consistent Response Strategies

14 ratings at Coursera

Learn strategies to enhance AI-generated responses' consistency using OpenAI's language models. Explore fine-tuning, prompt engineering, and post-processing techniques to improve reliability and user satisfaction.

• Coursera
• 2 hours 36 minutes
• Self-Paced
• Paid Course

Getting started with generative AI in Azure

12 ratings at Coursera

Discover how to build intelligent applications using Microsoft Azure's generative AI tools through hands-on projects, from fundamentals to ethical implementation.

• Coursera
• 17 hours 2 minutes
• Self-Paced
• Paid Course

Credential

Introduction to Transformer Models for NLP

5 ratings at Coursera

Master transformer architectures like BERT, GPT, and T5 through hands-on coding exercises. Build attention mechanisms, apply transfer learning, and fine-tune models for real-world NLP applications.

• Coursera
• 4 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Pragmatic AI Labs

Open Source LLMOps

Unlock Open Source AI: Dive into LLM Architectures, Fine-Tuning, and Cutting-Edge Deployments.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Coursera

Improving Diagnostic Accuracy with GenAI

Master practical GenAI applications in healthcare diagnostics, from prompt engineering to multimodal data integration, enhancing diagnostic accuracy and patient outcomes through existing AI tools and workflows.

• Coursera
• 3 hours 16 minutes
• Self-Paced
• Paid Course