Nicholas Renotte Courses

Build a Deep Q&A Web App with Transformers and Anvil - Python Deep Learning App

Build a deployable Q&A web app that uses a RoBERTa transformer to extract answers from user-provided text and questions.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Build a Doom AI Model with Python - Gaming Reinforcement Learning Full Course

Build a reinforcement learning agent that plays Doom using VizDoom, OpenAI Gym, PPO, reward shaping, and curriculum learning.

• YouTube
• 3 hours 17 minutes
• Self-Paced
• Free Video

Build a Mario AI Model with Python - Gaming Reinforcement Learning

Build and train a Python reinforcement learning model that learns to play Super Mario by preprocessing game frames and using the PPO algorithm.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Detect Edges with OpenCV and Python - Computer Vision Tutorial

Apply and tune Canny edge detection in OpenCV using grayscale preprocessing, Gaussian blur, image resizing, and result export.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Build a TikTok Data Science App with Streamlit and Python - Data Science Project

Build a real-time TikTok analytics dashboard with Python, ETL preprocessing, hashtag search, and interactive Streamlit visualizations.

• YouTube
• 2 hours 17 minutes
• Self-Paced
• Free Video

Accessing USB Devices and Webcams with OpenCV and Python

Access webcams and USB capture devices in real time with Python and OpenCV, including device selection, photo capture, and live video display.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Build a Python Facial Recognition App with Tensorflow and Kivy

Build a facial verification app from a Siamese neural network, training it with TensorFlow and integrating the model into a Kivy application.

• YouTube
• 5 hours 50 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Kivy Computer Vision App with OpenCV and Tensorflow

Build a real-time facial verification app by integrating a trained Siamese neural network model with Kivy, TensorFlow, and a webcam.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Real Time Predictions with OpenCV - Python

Real-time facial verification with OpenCV: build a verification function, tune detection and verification thresholds, and test a Siamese neural network through a webcam.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Making Facial Recognition Predictions - Python

Evaluate a Siamese neural network for facial verification using predictions, precision and recall, visualization, and model saving and reloading.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Training a Siamese Neural Network - Python

Train a Siamese neural network for facial recognition by building its loss function, optimizer, custom training step, and training loop.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Building a Siamese Neural Network - Python

Implement a Siamese neural network for face verification with image embeddings, an L1 distance layer, and Keras’s Functional API.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App - Collecting Data - Deep Learning Project Tutorial

Collects LFW negative images and webcam-based anchor and positive samples for a Siamese neural network facial verification app.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Build a Deep Facial Recognition App from Paper to Code - Deep Learning Project Tutorial

Set up TensorFlow and folder structures for a deep-learning facial verification app, including GPU-growth configuration.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Automatic Summarization Using Deep Learning - Abstractive Summarization With Pegasus

Use Hugging Face Transformers and Python to generate concise summaries of Wikipedia, news, and scientific articles with Pegasus.

• YouTube
• 26 minutes
• Self-Paced
• Free Video