Building the Gradient Descent Algorithm - Coding Challenge
Hands-on tutorial for building a gradient descent algorithm from scratch in Python, implementing a regression machine learning model using only NumPy.
Reinforcement Learning for Gaming - Full Python Course
Comprehensive guide to applying reinforcement learning in gaming using Python and Stable Baselines 3, covering Mario, Doom, Street Fighter, and Chrome Dino with practical missions and best practices.
Build a Chrome Dino Game AI Model with Python - AI Learns to Play Dino Game
Develop a reinforcement learning AI model using Python and deep learning to master the Chrome Dino game, from environment setup to gameplay implementation.
Uncover What Deep CNNs Are Doing With Python and Tensorflow
Visualize CNN layer outputs using Python and TensorFlow to understand how computer vision models make predictions, with step-by-step guidance and code examples.
Reading, Transforming, and Exporting Videos Using OpenCV and Python
Learn to read, transform, and export videos using OpenCV and Python. Master video capture, property manipulation, and rendering techniques in this comprehensive tutorial.
Tensorflow Multi-Person Pose Estimation with Python - Machine Learning Tutorial
Learn to implement multi-person pose estimation using TensorFlow and Python. Explore MobileNetv2, Feature Pyramid Networks, and CenterNet concepts in this hands-on machine learning tutorial.
Sentiment Analysis with BERT Neural Network and Python
Learn to perform sentiment analysis using BERT and Python. Scrape Yelp reviews, calculate sentiment scores, and leverage pre-trained models for efficient NLP tasks. Ideal for those interested in advanced text analysis techniques.
AI Pose Estimation with Python and MediaPipe - AI Gym Tracker Project
Learn to build an AI-powered gym tracker using Python, MediaPipe, and OpenCV. Master pose estimation, joint coordinate extraction, and angle calculation to create a rep-counting application.
AI Face, Body and Hand Pose Detection with Python and Mediapipe
Learn to detect facial landmarks, body poses, and hand gestures using Mediapipe and Python. Build touchless gesture control and human sentiment analysis applications with real-time webcam integration.
Sign Language Detection Tutorial with Tensorflow Object Detection
Learn to build a real-time sign language detection system using Python, OpenCV, and TensorFlow. Covers image collection, labeling, model training, and live detection implementation.
AI Blog Post Summarization with Hugging Face Transformers and Beautiful Soup Web Scraping
Learn to automate blog post summarization using AI-powered tools. Scrape web content, process text, and generate concise summaries with Hugging Face Transformers and Beautiful Soup in Python.
Deep Reinforcement Learning for Atari Games Python Tutorial - AI Plays Space Invaders
Learn to build AI models that play Space Invaders using Python, OpenAI Gym, and TensorFlow. Explore reinforcement learning techniques to create autonomous game-playing agents and improve your coding skills.
Deploying Machine Learning Models Online with Watson Machine Learning - Python Scikit-Learn
Learn to deploy Scikit-Learn models to the cloud using Watson Machine Learning, enabling online access and integration with various programming languages in under 30 minutes.
Install Tensorflow Object Detection From Scratch in 5 Steps - Python Deep Learning
Step-by-step guide to installing TensorFlow Object Detection API, covering Python, Visual Studio, CUDA, CUDNN, Protoc, and API setup for deep learning projects.
Building a Real Time Sign Language Detection App with React.JS and Tensorflow.JS - Deep Learning
Learn to build a real-time sign language detection app using React.JS and TensorFlow.JS. Convert a Python model, host it, and create a standalone app with live detections in this hands-on deep learning tutorial.
Real Time Sign Language Detection with Tensorflow Object Detection and Python - Deep Learning SSD
Learn to build a real-time sign language detection system using Tensorflow Object Detection and Python. Covers image collection, labeling, model training, and implementation for translating sign language in real-time.
Real Time Face Mask Detection with Tensorflow and Python - Custom Object Detection with MobileNet SSD
Learn to build a real-time face mask detector using TensorFlow and Python. Master image labeling, custom object detection, transfer learning, and implement a practical workflow for training and deployment.
Real Time AI Gesture Recognition with Tensorflow.js + React.js + Fingerpose
Learn to build a real-time gesture recognition app using TensorFlow.js, React.js, and Fingerpose. Control web applications with hand gestures through deep learning-powered computer vision.
Presidential Debate Twitter Sentiment Analysis Using Python and NLTK
Learn to analyze Twitter sentiment for presidential debates using Python, NLTK, and TextBlob. Extract polarity and subjectivity from tweets to gauge public opinion on candidates quickly and efficiently.
Real Time AI Hand Pose Estimation with Javascript, Tensorflow.js and React.js
Build a real-time hand pose estimation app using Javascript, TensorFlow.js, and React.js. Learn to set up a pre-trained model, use webcam input, and detect hand landmarks for gesture recognition applications.
Real Time AI Face Landmark Detection with Tensorflow.JS and React
Build a real-time facial landmark detection app using Tensorflow.JS and React. Learn to install models, create the app, and detect face points via webcam in just 20 minutes.