Nicholas Renotte Courses

Build a Deep CNN Image Classifier with Any Images

Learn to build a custom deep CNN image classifier from scratch using Python, TensorFlow, and Keras. Covers data pipeline, preprocessing, network building, training, evaluation, and model saving.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Getting Started with Python Deep Learning for Beginners

Learn to set up Python, Jupyter, and TensorFlow for deep learning. Create environments, configure GPU, and train an image classifier. Perfect for beginners starting their deep learning journey.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Deep Fake Images and Video with SimSwap

Learn to apply face swapping technology using SimSwap model. Gain understanding of the GAN, apply it to images and videos, and explore various use cases. Includes step-by-step tutorial and final results demonstration.

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

Bringing Old Images Back to Life with DeOldify AI and Python

Learn to recolor black and white images using DeOldify AI and Python in this beginner-friendly tutorial. Covers setup, implementation, and showcases impressive results.

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

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

Learn to create an AI model for Street Fighter using Python, covering setup, preprocessing, hyperparameter tuning, and model fine-tuning. Gain hands-on experience in gaming reinforcement learning.

• YouTube
• 2 hours 41 minutes
• Self-Paced
• Free Video

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

Learn to create a deep learning Q&A web app using Python, Transformers, and Anvil. Covers model loading, app development, integration, and deployment in a hands-on tutorial.

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

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

Learn to create AI models for Doom using Python, VizDoom, OpenAI Gym, and Stable Baselines 3. Master reinforcement learning techniques, curriculum learning, and reward shaping for game AI development.

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

Build a Mario AI Model with Python - Gaming Reinforcement Learning

Learn to create an AI model that plays Super Mario using Python and reinforcement learning. Set up the environment, preprocess data, build and train the model, and see the results in action.

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

Detect Edges with OpenCV and Python - Computer Vision Tutorial

Learn to apply Canny Edge Detection using OpenCV and Python, including parameter tuning, noise reduction, and result exporting in this comprehensive computer vision tutorial.

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

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

Learn to build a real-time TikTok data analytics dashboard using Python, Streamlit, and Plotly. Covers data extraction, ETL pipeline creation, and interactive visualization techniques.

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

Accessing USB Devices and Webcams with OpenCV and Python

Learn to access webcams and USB devices using OpenCV and Python, including capturing photos and creating real-time video feeds. Practical tutorial with code examples and step-by-step guidance.

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

Build a Python Facial Recognition App with Tensorflow and Kivy

Learn to create a facial recognition app using Python, TensorFlow, and Kivy. Covers deep learning model development, image processing, and app integration for practical authentication implementation.

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

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

Learn to build a deep facial recognition app using Kivy, OpenCV, and TensorFlow. Implement facial verification, create a custom layer, handle webcam input, and fine-tune the model for optimal performance.

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

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

Learn to implement real-time facial recognition in Python using OpenCV, including setting up verification images, building a verify function, and performing recognition with webcam integration.

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