Model Training Courses and Certifications

Amazon Web Services;  Amazon

AWS Foundations: How Amazon SageMaker Can Help

Explore Amazon SageMaker's role in machine learning pipelines, data formats, and model training. Learn to leverage key features for efficient ML workload management and automation.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Machine Learning Exam Basics

Explore AWS machine learning services, from building and deploying models to deep learning. Learn from Amazon's scientists about ML business challenges and data processing in the ML pipeline.

• AWS Skill Builder
• 2 hours
• On-Demand
• Free Certificate

Deep Learning with Keras

Explore deep learning with Keras, covering neural networks, face recognition, OpenPose, stock prediction, and more. Hands-on tutorials for practical AI applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Amazon SageMaker Technical Deep Dive Series

Comprehensive deep dive into Amazon SageMaker, covering notebook instances, algorithms, custom models, training, deployment, tuning, and advanced features for efficient machine learning workflows.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Augmented Startups

Mask R-CNN - Practical Deep Learning Instance Segmentation Tutorials

Learn to implement and train Mask R-CNN for instance segmentation using OpenCV and Python, covering installation, real-time applications, and custom object detection like potholes.

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

Murtaza's Workshop - Robotics and AI

Easy Hand Sign Detection - American Sign Language ASL - Computer Vision

Learn to detect American Sign Language hand signs using computer vision techniques, from setup to customization, with practical coding examples and hands-on training.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Yannic Kilcher

Author Interview - Transformer Memory as a Differentiable Search Index

Explore a novel approach to information retrieval using a single Transformer model that encodes corpus information in its parameters, enabling direct query-to-document mapping without external indices.

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

Venelin Valkov

Predicting Diabetes with Logistic Regression in TensorFlow.js - Deep Learning for JavaScript Hackers

Learn to build and train logistic regression models in TensorFlow.js for diabetes prediction. Covers data visualization, dataset creation, model evaluation, and advanced techniques.

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

Nicholas Renotte

Build a Deep Iris Detection Model Using Python and Tensorflow - Keypoint Detection

Develop an iris tracking model using keypoint detection with TensorFlow and Python. Learn data preparation, model creation, training, and real-time detection for advanced computer vision applications.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Nicholas Renotte

Build a Deep Audio Classifier with Python and Tensorflow

Learn to build a deep audio classifier using Python and TensorFlow, covering data loading, preprocessing, model creation, and prediction for audio classification tasks.

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

Nicholas Renotte

AI Body Language Decoder with MediaPipe and Python

Learn to decode body language using MediaPipe and Python. Build custom pose classification models to interpret facial and body landmarks in real-time with OpenCV, Pandas, and Scikit-Learn.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Nicholas Renotte

Forecasting Weather with Neural Prophet and Python

Learn to forecast weather using Neural Prophet and Python. Preprocess data, train models, and generate accurate temperature predictions with this hands-on tutorial.

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

Venelin Valkov

Build Your First Model with PyTorch and Python - PyTorch Tutorial for Beginners

Learn to implement a Simple Linear Regression model using PyTorch, covering data exploration, model creation, tensor conversion, training, and prediction analysis in this beginner-friendly tutorial.

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

HuggingFace

Managed Training with Amazon SageMaker and Transformers

Explore SageMaker and Hugging Face integration for efficient NLP model training, deployment, and optimization. Learn preprocessing, hyperparameter tuning, and model compression techniques.

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

Serrano.Academy

What Is Quantum Machine Learning?

Friendly introduction to quantum computing and machine learning, covering qubits, quantum gates, entanglement, and their applications in generative modeling and optimization.

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