Nicholas Renotte Courses

Extract Drug Labels Using Deep Learning with PaddleOCR and Python

Use PaddleOCR with Python to extract and visualize prescription medication labels from images, including text detection on low-quality and angled photos.

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

Python for Data Science - Beginner Friendly Full Course

Build a foundation in Python for data science, from notebooks, variables, and control flow to APIs, file handling, and practical projects.

• YouTube
• 5 hours 45 minutes
• Self-Paced
• Free Video

Python for Data Science - Conditions and Loops

Learn to use Python conditions, loops, logical operators, and control statements while working with lists and dictionaries in data science notebooks.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Python for Data Science - Variables, Lists, and Dictionaries

Learn Python fundamentals through variables, data types, lists, dictionaries, and a create-read-update-delete framework for data science.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Python for Data Science - Getting Started

Set up a Python data science environment, install Jupyter Notebook, explore notebook basics, and write and run your first Python code.

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

Build a Simple Language Translation App Using Python for Beginners

Build a real-time English-to-German translation app in Python with a pretrained Hugging Face Transformers pipeline and a Gradio web interface.

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

Deep Drowsiness Detection Using YOLO, Pytorch and Python

Build a real-time driver drowsiness detector by fine-tuning YOLOv5 in PyTorch and testing it through a webcam.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Pose Estimation with the Fastest Python Deep Learning Model - MoveNet Lightning

Build real-time pose estimation in Python with MoveNet Lightning, using TensorFlow Lite and OpenCV to detect and render body keypoints from a webcam.

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

Build a ML Classification Model in 12 Lines with PyCaret

Build a heart disease classification model in Python with PyCaret’s low-code automated pipeline, comparing models, testing predictions, and saving the trained model.

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

Build a Grammar Correction Python App with Gramformer and Gradio

Build a lightweight Gradio web app that uses Gramformer to correct malformed English sentences with a single Python function.

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

Sign Language Detection Using Action Recognition with Python - LSTM Deep Learning Model

Builds a real-time sign language recognizer from MediaPipe keypoint sequences and an LSTM model in Python.

• YouTube
• 2 hours 27 minutes
• Self-Paced
• Free Video

Machine Learning Explainability & Bias Detection with Watson OpenScale

Learn to use Watson OpenScale to evaluate model performance, detect and mitigate bias, explain predictions, and monitor model and data drift.

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

Reinforcement Learning - Full Course Using Python

A practical Python course that trains reinforcement learning agents for Atari, autonomous driving, and custom OpenAI Gym environments.

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

Body Segmentation with Python and Tensorflow BodyPix - AI Background Removal

Use Python, OpenCV, and the pre-trained BodyPix model to segment a person in real time and replace the webcam background.

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

AI Hand Pose Estimation with MediaPipe - Detect Left and Right Hand and Calculate Angles

Use MediaPipe hand landmarks with OpenCV and NumPy to distinguish left from right hands and calculate multiple joint angles in real time.

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