Inference with Torch-TensorRT Deep Learning Prediction for Beginners - CPU vs CUDA vs TensorRT
Accelerate deep learning inference using Torch-TensorRT. Compare CPU, CUDA, and TensorRT performance with ResNet50 for image classification. Hands-on tutorial covers setup, implementation, and benchmarking.
Python Pong AI Tutorial - Using NEAT
Learn to create an AI that plays Pong using NEAT algorithm. Covers game implementation, neural network setup, training methodologies, and testing the AI. Applicable to other projects beyond Pong.
Pygame Car Racing Tutorial - Moving the Car
Learn to create a car racing game using Pygame, covering setup, image handling, car movement, and physics. Gain hands-on experience in game development with Python.
Make a Security Camera With Python
Learn to create a Python-based security camera system using OpenCV. Detect faces and bodies, display webcam video, and implement recording logic for a functional home security solution.
Create a Note Taking App with Speech Recognition and the Notion API - Python Tutorial
Learn to build a Python app that converts speech to text and integrates with Notion API for efficient note-taking, enhancing productivity and organization skills.
Build and Integrate Your Own Custom Chatbot to a Website - Python and JavaScript
Learn to build and integrate a custom chatbot into a website using Python, Flask, and JavaScript in this hands-on project. Gain practical skills in AI development and web integration.
HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning
Comprehensive introduction to HuggingFace and Transformers library, covering sentiment analysis, Model Hub exploration, and fine-tuning techniques for NLP tasks.
TensorFlow 2 Beginner Course
Comprehensive introduction to TensorFlow 2.0 and Keras, covering key concepts and practical applications in deep learning through hands-on projects and real-world examples.
PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial
Learn to predict time sequences using PyTorch and LSTMs. Create sine waves, build an LSTM model, implement a training loop, and perform final testing for accurate forecasting.
Deep Learning With PyTorch - Full Course
Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
Create a Chatbot GUI Application With Tkinter - Python Tutorial
Learn to build a chatbot GUI application using Python and Tkinter. Covers project setup, chatbot implementation, and GUI development for a practical, interactive programming experience.
A Quick Guide to Machine Learning
Explore foundational machine learning concepts and their practical applications using Visual Studio Code. Learn through demos, model training, and discussions on responsible AI.
Face Matching Application Using Deep Learning - End to End Implementation
Develop a Bollywood celebrity face matching application using deep learning, covering data collection, architecture design, environment setup, implementation stages, and web app creation.
Implementation of Perceptron in Deep Learning Using Python from Scratch
Comprehensive guide to implementing perceptrons in Python, covering theory and practical coding from scratch for deep learning enthusiasts and AI developers.
Crash Course on Naive Bayes Classification
Comprehensive introduction to Naive Bayes classification, covering theory and practical applications through R coding examples, from probability basics to real-world predictive models.
Building Responsible AI - Best Practices Across the Product Development Lifecycle
Learn best practices for integrating responsible AI principles throughout the product development lifecycle, focusing on fairness assessment and practical implementation strategies.
Build an AI Image Generator with OpenAI & Node.js
Learn to build an AI image generator using OpenAI's DALL-E model and Node.js. Create a web app that generates images from text input, integrating OpenAI's API with a custom frontend.
How to Build and Deploy Your First Discord Bot
Learn to create, code, and deploy a Discord bot using Discord.js. Covers bot registration, server integration, advanced features, and free deployment methods.
Build a Voice Recognition Ecommerce App with Alan AI
Learn to integrate voice recognition into an e-commerce app using Alan AI and React. Enhance accessibility and user experience with step-by-step guidance on implementing voice interactions.
Redis Crash Course for Artificial Intelligence and Machine Learning
Explore Redis for AI/ML: Learn key-value stores, real-time deployment, feature stores, and vector databases. Gain practical skills for efficient data management in machine learning applications.
Can ChatGPT Pass a Stanford Med School Final?
Explore ChatGPT's performance on a Stanford Med School exam, analyzing its clinical reasoning abilities and discussing implications for medical education and AI in healthcare.