Training Models Courses and Certifications

Training Models in AWS with SageMaker Python SDK

Master cloud-based machine learning by setting up AWS environments, uploading data to S3, and launching scalable training jobs with SageMaker Python SDK for advanced ML workflows.

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

Machine Translation with Keras

Are you curious about the inner workings of the models that are behind products like Google Translate?

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning for All

3535 ratings at Coursera

This course is designed to introduce you to Machine Learning without needing any programming.

• Coursera
• 20 hours 36 minutes
• On-Demand
• Paid Course

Data Analytics Essentials

Have a lot of data but not sure what to do with it?

• OpenLearning
• On-Demand
• Paid Course

Ruby on Rails 6 Essential Training: Models and Associations

18 ratings at LinkedIn Learning

Speed up and improve your development of full-featured web applications. Explore built-in features of models and associations in Ruby on Rails and apply these to a sample project.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Graphical Models Certification Training

Master Bayesian and Markov networks, inference techniques, and model learning for effective decision-making using graphical models.

• Edureka
• On-Demand
• Paid Course

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Innovative semi-supervised method for training medical image segmentation models using minimal labeled data, achieving comparable accuracy to fully supervised approaches while significantly reducing labeling requirements.

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

Olivio Sarikas

LORA - Install Guide and Super-High Quality Training with Community Models

Comprehensive guide for installing and training LORA on Automatic 1111 for Stable Diffusion, focusing on creating high-quality portraits using Realistic Vision V1.3 as the base model.

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

Python Lessons

Machine Learning Training Utilities - Build Custom OCR, ASR, and Object Detection Models with TensorFlow and PyTorch

Master TensorFlow and PyTorch through hands-on projects including OCR, handwriting recognition, ASR models, and YOLOv8 object detection with practical step-by-step tutorials.

• YouTube
• 4 hours 29 minutes
• On-Demand
• Free Video

3D printing in Healthcare: A Practical Guide

Learn to use filament 3D printing to design and produce biomedical spare parts, assistive tools and training devices to enhance equipment maintenance and healthcare delivery in resource-limited hospital settings.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Language Models as Temporary Training Wheels to Facilitate Learning

Explore how language models can serve as temporary aids for developing social and communication skills, featuring research insights from randomized trials with 150,000+ participants.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

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
• On-Demand
• Paid Course

Software Engineering Courses - SE Courses

How to Do Stable Diffusion LORA Training by Using Web UI on Different Models

Comprehensive guide to LoRA training in Stable Diffusion, covering installation, image preparation, parameter tuning, and image generation using SD 1.5 and 2.1 models.

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

Yannic Kilcher

Extracting Training Data from Large Language Models - Paper Explained

Explores a method to extract training data from large language models, discussing security implications, risks, and mitigation strategies for models like GPT-3. Covers technical aspects and ethical considerations.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Nvidia

Jetson AI Fundamentals - Training Object Detection Models

Train object detection models with PyTorch on Jetson Nano, collect custom datasets, and create personalized models for real-time detection using SSD MobileNet and Open Images dataset.

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