OpenAI Embeddings with Voice Cloning - Eleven Labs API, ChatGPT API, Whisper API
Learn to build a voice assistant using OpenAI Embeddings, ChatGPT, Whisper, and Eleven Labs APIs. Combine AI technologies for realistic voice responses and create a custom Q&A system with a Gradio UI.
Troubleshooting & Testing - FSDL 2022
Comprehensive guide to testing and troubleshooting ML systems, covering software testing tools, automation, ML-specific testing strategies, and performance optimization techniques.
Project Walkthrough - AskFSDL - LLM Bootcamp
Walkthrough of building an LLM-powered Discord bot for answering questions about neural network applications, covering tooling, data cleaning, infrastructure, frontend, embeddings, and monitoring.
Deployment - FSDL 2022
Comprehensive guide to deploying ML models: from prototyping to production, covering architectures, optimization techniques, scaling strategies, and edge deployment considerations.
Build Chat AI Apps with Streamlit and LangChain
Learn to create interactive AI chat applications using Streamlit and LangChain, combining powerful language models with specialized tools for enhanced functionality and user experience.
OpenAI's Python QuickStart Tutorial - GPT-3, DALL-E 2, and Whisper
Explore OpenAI's Python library for text completion, Q&A, image generation, and speech-to-text. Hands-on tutorial covering GPT-3, DALL-E 2, and Whisper functionalities.
LangChain and OpenAI for Querying Databases and CSV Files with Natural Language
Learn to query databases and CSV files using natural language with LangChain and OpenAI, converting English to SQL or pandas commands for efficient data retrieval and analysis.
Smart Contract Programming - Deploying to Rinkeby Testnet and Validating on Etherscan - Part 7
Deploy smart contracts to Rinkeby testnet, set up brownie-config, and validate on Etherscan. Learn to use test ETH from faucets and enable web3 wallet transactions with your contract.
Smart Contract Programming - Writing Unit Tests with Brownie and Pytest - Part 6
Learn to write unit tests for Ethereum smart contracts using Brownie and Pytest, focusing on a ballot contract. Gain practical skills in testing contract functionalities and achieving comprehensive test coverage.
Smart Contract Programming - Unit Testing and Coverage with Brownie - Part 4
Learn to write unit tests for Ethereum smart contracts using Brownie and Pytest, achieving 100% test coverage for confident, bug-free code deployment.
Ethereum Smart Contract Programming - Brownie Console Tutorial - Part 3
Hands-on tutorial exploring Solidity features and Brownie console for testing Ethereum smart contracts. Builds on previous lessons to enhance cryptocurrency development skills.
Ethereum Smart Contract Programming - Creating Our Cryptocurrency
Learn to create a cryptocurrency using Ethereum smart contracts with Solidity, Brownie, and Ganache. Gain hands-on experience in blockchain development through practical implementation.
Ethereum Smart Contract Programming with Brownie and Ganache - Introduction
Beginner-friendly introduction to Ethereum smart contract programming using Solidity, Brownie, and Ganache. Learn to set up a local blockchain and develop contracts with Python-based tools.
Machine Learning Fundamentals with Python and R
Comprehensive introduction to machine learning fundamentals using Python and R, covering linear regression, data types, polynomial regression, and NumPy, with hands-on projects and practical applications.
Generative Models Application in High Energy Physics
Explore generative models in high-energy physics, focusing on applications and techniques for data analysis and new physics discovery in particle collider experiments.
Face Detection Project Using Python - OpenCV Project
Learn to build a face detection system using Python and OpenCV. Gain hands-on experience in computer vision, from setup to implementation, with a practical demonstration of the final output.
Smile Detection Project Using Python OpenCV
Learn to create a smile detector using Python and OpenCV. Gain hands-on experience with image processing techniques and implement a real-time facial recognition system.
Image Processing Projects - Smile Detection and Face Detection
Learn to create image processing projects in Python, including smile and face detection, grayscale conversion, and image transformation techniques. Gain practical skills for real-world applications.
Installing Stable Diffusion Locally for Free AI Image Generation - PC Version
Learn to install and use Stable Diffusion locally on your PC for free AI image generation, including upscaling capabilities and helpful resources for prompts.
Linux Defense Evasion - Hiding Processes - Red Team Series
Explore Linux defense evasion techniques, focusing on libprocesshider. Learn to hide processes, create reverse web shells, and understand the mechanics behind these security methods.
Generative Agents - Interactive Human Behavior Simulation with Langchain and OpenAI GPT
Learn to create interactive human behavior simulations using Python, LangChain, and OpenAI GPT. Master vector storage, explore GPT capabilities, and transform your projects with cutting-edge AI technology.