Model Tuning Courses and Certifications

Coursera

Forecast Business Metrics: Uncover Value Drivers

Master supervised learning to forecast business metrics like EBITDA using Python, regression models, and explainable AI techniques for actionable insights.

• Coursera
• 2 hours 7 minutes
• On-Demand
• Paid Course

Introduction to Vertex AI Studio

Learn to interact with generative AI models and prototype business ideas with Vertex AI Studio, covering prompt design, prompt engineering, and model tuning.

• edX
• 5 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Python Engineer

HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning

Comprehensive introduction to HuggingFace and Transformers library, covering sentiment analysis, Model Hub exploration, and fine-tuning techniques for NLP tasks.

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

1littlecoder

Creating Your Own Flux AI Model with LoRA Fine-Tuning

Learn to create and fine-tune a custom Flux AI model using LoRA, including dataset preparation, cost-effective training on Replicate, and generating AI images with your personalized model.

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

AI Bites

LoRA: Low-Rank Adaptation for Parameter-Efficient Large Language Model Fine-Tuning

Discover how LoRA enables efficient fine-tuning of large language models through low-rank adaptation, from fundamental concepts to practical implementation in transformer architectures.

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

1littlecoder

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.

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

sentdex

QLoRA Is All You Need - Fast and Lightweight Model Fine-Tuning

Explore QLoRA for efficient model fine-tuning, covering research, datasets, training process, adapters, and practical examples. Learn to optimize large language models with quantized low-rank adapters.

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

All About AI

Fine-Tuning a Local Mistral 7B Model - Step-by-Step Guide

Step-by-step guide to fine-tuning a Mistral 7B model locally, covering dataset creation, conversion, uploading, fine-tuning, model conversion, and testing, with practical demonstrations and insights.

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

Nicholas Renotte

How to Hack a Large Language Model Using PyReft - Fine-Tuning with Custom Data

Learn to fine-tune large language models with PyReft, using your own data to customize and enhance AI performance for specific tasks and domains.

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

Trelis Research

Fine-Tuning a Diffusion Model with Your Photos

Learn to fine-tune a diffusion model using your own photos. Explore Flux Schnell, set up GPU environments, create datasets, and understand the intricacies of diffusion models and their architectures.

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

Trelis Research

Text-to-Speech Fine-tuning Tutorial - StyleTTS2 Voice Cloning and Model Adaptation

Master text-to-speech fine-tuning techniques, from dataset preparation to model training. Explore voice cloning, StyleTTS2, and performance optimization for advanced speech synthesis projects.

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

Roboflow

Fine-tuning Florence-2: Microsoft's Multimodal Model for Custom Object Detection

Comprehensive guide to fine-tuning Florence-2 for custom object detection, covering environment setup, dataset preparation, and model optimization using LoRA, with practical examples and performance comparisons.

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

Trelis Research

Comparing SFT and GRPO Methods for AI Model Fine-Tuning

Master advanced AI fine-tuning techniques through a detailed comparison of Supervised Fine-Tuning (SFT) and Group Relative Policy Optimization (GRPO), including implementation strategies and practical applications.

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

Software Engineering Courses - SE Courses

Qwen Image Models Training - 0 to Hero Level Tutorial - LoRA and Fine Tuning - Base and Edit Model

Master comprehensive Qwen image model training with LoRA and fine-tuning techniques using custom Gradio app, requiring only 6GB VRAM for local Windows training.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Free Video

Machine Learning With Hamza

Training a Reasoning Model Using DeepSeek with 7GB VRAM - A Fast Fine-tuning Guide

Master fine-tuning LLMs for reasoning tasks using GRPO and Unsloth library, requiring only 7GB VRAM. Learn environment setup, data preparation, model training, and result analysis for local implementation.

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