Getting Started with Machine Learning - Machine Learning Tutorial for Beginners
Learn to build a machine learning model for diabetes prediction using data manipulation, visualization, and exploratory analysis with Python libraries like pandas, NumPy, Matplotlib, and scikit-learn.
How to Code a Machine Learning Lip Reading App with Python Tensorflow and Streamlit
Learn to build a lip-reading application using Python, TensorFlow, and Streamlit. Gain hands-on experience in machine learning and computer vision while creating a practical, cutting-edge project.
Build a Deep Learning Model That Can Lip Read Using Python and Tensorflow
Learn to create a deep learning model for lip reading using Python and TensorFlow in this comprehensive tutorial, covering data preparation, model architecture, and implementation techniques.
Building an ML Cancer Segmentation API in 15 Minutes
Build and deploy a machine learning Cancer Segmentation API using Python, TensorFlow, FastAPI, and Heroku in a quick tutorial. Learn to create a practical ML application for medical imaging analysis.
Building a Machine Learning Drowsiness Detector App with Sound Alerts
Build a ML drowsiness detector app with PyTorch YOLOv5 and Tkinter. Detect awake/drowsy states, play alerts for sleeping, and learn object detection implementation in a practical application.
Building a Machine Learning Python App for Deadlift Tracking - Coding Challenge
Build a machine learning app to track deadlifts using Python, Scikit-Learn, MediaPipe, and Tkinter in this coding challenge. Learn to create a practical application combining ML and GUI development.
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.
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.