Model Training Courses and Certifications

BSidesLV

Transfer Learning - Analyst-Sourcing Behavioral Classification

Explore advanced threat detection using AI and transfer learning techniques. Learn about active learning, data sharing, and improving phishing domain detection across organizations.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk

Data Science Dojo

Building Enterprise-Grade Q&A Chatbots with Azure OpenAI's Advanced Capabilities

Explore Azure OpenAI's advanced capabilities for building enterprise-grade Q&A chatbots. Learn fine-tuning techniques to enhance natural language processing and improve customer support at scale.

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

USENIX

Distributed Deep Graph Learning at Scale

Explores a novel system for scaling Graph Neural Network training to large real-world graphs, introducing pipelined push-pull parallelism for faster and more efficient distributed processing.

• YouTube
• 14 minutes
• On-Demand
• Conference Talk

Venelin Valkov

Fine-Tuning Alpaca- Train Alpaca LoRa for Sentiment Analysis on a Custom Dataset

Learn to fine-tune Llama 7B with Alpaca LoRa on a custom bitcoin sentiment dataset. Covers data preprocessing, model training, and performance analysis for sentiment detection in cryptocurrency tweets.

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

AssemblyAI

Building a GAN From Scratch With PyTorch - Theory + Implementation

Learn to build a Generative Adversarial Network from scratch using PyTorch and PyTorch Lightning, covering theory, implementation, and testing in this comprehensive tutorial.

• YouTube
• 32 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

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

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

Augmented Startups

Creating a Bernie Sanders Detector Using YOLOv4 - OpenCV Python - Computer Vision

Learn to create a Bernie Sanders detector using YOLOv4/v5, OpenCV, and Roboflow. Build datasets, train models, and implement real-time detection on various platforms.

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

James Briggs

Today Unsupervised Sentence Transformers, Tomorrow Skynet - How TSDAE Works

Explore unsupervised fine-tuning for sentence transformers using TSDAE. Learn to train models without labeled data, ideal for domains and languages with limited resources.

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