Model Training Courses and Certifications

Training Your First Machine Learning Model from Scratch

Master linear regression fundamentals by building a model from scratch using scikit-learn, covering data preparation, training, evaluation, and real-world applications with California housing data.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Packt

From Recipe to Chef - Become an LLM Engineer

Master LLM engineering from fundamentals to deployment, covering data processing, model training, fine-tuning, prompt engineering, and building production-ready AI applications.

• Coursera
• 8 hours 30 minutes
• On-Demand
• Paid Course

Whizlabs

AWS: Model Training , Optimization & Deployment

Master AWS machine learning workflows through SageMaker algorithms, hyperparameter tuning, and scalable deployment strategies for the MLA-C01 certification exam.

• Coursera
• 8 hours 52 minutes
• On-Demand
• Paid Course

Coursera

Model Training & Evaluation

Master machine learning model training and evaluation through PyTorch practice, exploring mini-batch training, learning-rate schedulers, loss curve analysis, and class-imbalance techniques.

• Coursera
• 2 hours 35 minutes
• On-Demand
• Paid Course

Coursera Microcredential

ML Model Training & Validation

Master end-to-end ML model training, validation, and optimization for production environments through hands-on labs covering data preparation, algorithm comparison, and deployment.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course

Packt

Accelerate Model Training with PyTorch 2.X

Master PyTorch 2.X optimization techniques to dramatically accelerate model training through compilation, mixed precision, distributed strategies, and efficient data pipelines.

• Coursera
• 8 hours 10 minutes
• On-Demand
• Paid Course

Toronto Machine Learning Series (TMLS)

BloombergGPT - Building a 50 Billion Parameter Financial Language Model

Explore the development of BloombergGPT, a 50B parameter financial language model. Learn about challenges faced, solutions implemented, and insights gained in building specialized LLMs for finance.

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

Yannic Kilcher

GPT-NeoX-20B - Open-Source Huge Language Model by EleutherAI - Interview With Co-Founder Connor Leahy

Interview exploring EleutherAI's GPT-NeoX-20B, a 20B parameter open-source language model. Discusses training process, hardware acquisition, model capabilities, and how to try it out.

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

Discover AI

0.6B to 235B: How to Build Qwen3's Dual Mode AI

Explore the pre-training phases and post-training elements of Qwen3's dual mode AI, including the Strong-to-weak Distillation process for smaller models.

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

AI Engineer

Small AI Teams with Huge Impact - Building Document Intelligence at Scale

Discover how to scale AI teams efficiently and build 7-figure revenue with minimal resources, featuring insights on document intelligence, model training, and team management strategies.

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

Machine Learning for Absolute Beginners - Level 1

32903 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 28 minutes
• On-Demand
• Paid Course

tinyML

TinyML Talks Germany - Neural Network Framework Using Emerging Technologies for Screening Diabetic

Innovative framework using neural networks and emerging technologies for efficient screening of Diabetic Retinopathy, achieving high accuracy and significant improvements in energy consumption and latency.

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

Chemometrics & Machine Learning in Copenhagen

Getting Machine Learning Models into Use

Practical guide to deploying bioinformatics machine learning models, focusing on scalability, user-friendliness, data security, and maintainability for real-world impact.

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

Databricks

Crafting Domain Specific Large Language Models with Enterprise Data

Explore practical considerations, trade-offs, and lifecycle of customizing large language models for enterprise use, from initial assessment to improvements and bug fixes.

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

Data Science Conference

Hominis: Training Human-centric Large Language Models

Discover Hominis, a groundbreaking family of human-centric LLMs focused on environmental responsibility, trained on Europe's third-largest supercomputer with innovative solutions to development challenges.

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