Nicholas Renotte Courses

Automatic Summarization Using Deep Learning - Abstractive Summarization With Pegasus

Learn to use Pegasus for automatic text summarization with Python and Transformers. Covers installation, model configuration, and summarizing Wikipedia articles, news, and scientific papers.

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

Extract Drug Labels Using Deep Learning with PaddleOCR and Python

Learn to extract prescription medication labels using PaddleOCR and Python. Gain hands-on experience in optical character recognition, from installation to visualization, with potential applications in accessibility.

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

Python for Data Science - Beginner Friendly Full Course

Comprehensive Python tutorial covering fundamentals, data structures, control flow, functions, OOP, modules, file handling, and math operations, with practical data science applications and projects.

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

Python for Data Science - Conditions and Loops

Learn Python conditions and loops for data science, covering if-else statements, logical operators, loop types, and iterating through lists and dictionaries with practical applications.

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

Python for Data Science - Variables, Lists, and Dictionaries

Learn essential Python concepts for data science: variables, data types, lists, and dictionaries. Gain practical skills through hands-on examples and clear explanations.

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

Python for Data Science - Getting Started

Learn Python for data science: set up Jupyter Notebooks, understand its basics, write your first code, and explore Python in various environments. Perfect for beginners starting their data science journey.

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

Build a Simple Language Translation App Using Python for Beginners

Learn to build a language translation app using Python, Hugging Face Transformers, and Gradio. Covers installation, text translation with deep learning, and creating a lightweight ML app interface.

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

Deep Drowsiness Detection Using YOLO, Pytorch and Python

Learn to implement drowsiness detection using YOLO, PyTorch, and Python. Covers object detection, model fine-tuning, and real-time application for driver safety.

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

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

Learn to implement real-time pose estimation using MoveNet Lightning, a fast Python deep learning model. Covers installation, TFLite integration, rendering results, and OpenCV implementation.

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

Build a ML Classification Model in 12 Lines with PyCaret

Learn to rapidly build and evaluate a heart disease prediction model using PyCaret, a low-code ML library. Covers data loading, model training, testing, and saving in just 12 lines of code.

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

Build a Grammar Correction Python App with Gramformer and Gradio

Learn to create a Python app for grammar correction using Gramformer and Gradio. Develop skills in deep learning, natural language processing, and app deployment for improved writing assistance.

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

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

Learn to build a sign language detection system using action recognition, LSTM, and Python. Extract keypoints, create datasets, train deep learning models, and make real-time predictions for sign language interpretation.

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

Machine Learning Explainability & Bias Detection with Watson OpenScale

Learn to monitor, explain, and debias machine learning models using Watson OpenScale. Explore performance metrics, interpret predictions, and detect model drift for improved AI transparency and reliability.

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

Reinforcement Learning - Full Course Using Python

Comprehensive introduction to reinforcement learning using Python, covering fundamentals, custom environments, and practical projects like Atari games and autonomous driving.

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

Body Segmentation with Python and Tensorflow BodyPix - AI Background Removal

Learn to create AI-powered virtual backgrounds using Python, OpenCV, and BodyPix. Segment your body in real-time, remove backgrounds, and apply custom virtual backgrounds without a green screen.

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