Creating an Article Generator Website Using Langchain and OpenAI - Generative AI Series
Learn to build an AI-powered article generator website using Langchain and OpenAI. Explore generative AI techniques to create dynamic content efficiently.
HarryGPT - An AI-Based Discord Bot - Generative AI Series
Learn to build an AI-powered Discord bot using Python, integrating OpenAI's API for intelligent responses and enhancing server interactions with generative AI capabilities.
Experiment Management for Machine Learning
Explore best practices for managing machine learning experiments, addressing reproducibility, documentation, and code dependency issues to improve workflow efficiency and results.
Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking
Learn real-time traffic analysis using YOLOv8 and ByteTrack for vehicle detection and tracking on aerial images. Explore zone assignment, movement direction, and traffic flow visualization with Python and Supervision.
LoRa - Long-Range Radio for IoT - Arduino, ESP32, RPI Pico
Explore LoRa technology for IoT projects using Arduino, ESP32, and Raspberry Pi Pico. Learn about modules, antennas, and programming techniques for long-range data transmission and remote control.
Nvidia's NeMo Guardrails - Full Walkthrough for Chatbots - AI
Comprehensive walkthrough of Nvidia's NeMo Guardrails library for building safer, more controlled chatbots and AI assistants. Covers implementation, dialogue flows, and practical Python examples.
Solving Boggle Using AI - Dynamic Programming + Trie in Python
Learn to build an AI algorithm using dynamic programming and trie data structure to efficiently solve Boggle puzzles in Python, covering key concepts in graph theory and algorithm design.
Anomaly Detection with Autoencoder
Learn to detect anomalies using autoencoders in high energy physics data analysis. Explore advanced machine learning techniques for uncovering rare events and potential new physics.
Sentiment Analysis on Any Length of Text With Transformers - Python
Learn to perform sentiment analysis on long texts using transformers in Python, overcoming token limitations through chunking and processing techniques for NLP tasks.
Build a Transformer for Language Classification in TensorFlow
Build a transformer-based sentiment classifier using HuggingFace's library in TensorFlow. Learn to download data, tokenize inputs, prepare datasets, define the model architecture, and train for multi-class sentiment analysis.
LangChain Agents Deep Dive with GPT 3.5 - LangChain
Explore LangChain agents to enhance LLMs with tools for logic, calculation, and search. Learn implementation, customization, and various agent types to superpower your AI applications.
How to Use Facebook's DETR Object Detection Algorithm in Python - Full Tutorial
Hands-on tutorial implementing Facebook's DETR object detection algorithm in Python, covering model loading, image processing, output handling, and visualization with various test cases.
Extractive Q&A With Haystack and FastAPI in Python
Build an extractive Q&A system using Haystack, FastAPI, and BERT transformer. Implement Elasticsearch with BM25 retriever for efficient information retrieval and answer generation from text documents.
Open Assistant Inference Backend Development
Hands-on coding session building streaming inference into Hugging Face's text generation server, covering CUDA, Python, Rust, gRPC, WebSockets, and server-sent events for AI development.
Stoic Philosophy Text Generation with TensorFlow
Learn to build a RNN text generator using TensorFlow and Python, focusing on Stoic philosophy texts. Explore key components and techniques for creating AI-generated philosophical content.
GPT-4 - Hands on With the API
Explore GPT-4's capabilities, compare it with ChatGPT, and learn to use the OpenAI Python API. Discover token limits, coding applications, and why GPT-4 is a significant advancement in AI technology.
Cohere AI's LLM for Semantic Search in Python
Learn to implement semantic search using Cohere's LLM for generating embeddings and Pinecone for vector indexing. Explore practical applications in NLP and efficient text data search.
OpenAI's New GPT 3.5 Embedding Model for Semantic Search
Learn to use OpenAI's new embedding model for semantic search, including API integration, vector indexing with Pinecone, and implementing search queries for NLP applications.
NER Powered Semantic Search in Python
Learn to implement NER-powered semantic search in Python using Transformers, Sentence Transformers, and Pinecone. Explore dataset preparation, entity creation, embedding generation, and querying techniques for efficient information retrieval.
Hugging Face Datasets - Adding Images
Learn to add images to Hugging Face datasets using Python, covering tar file creation, dataset builder scripts, and best practices for efficient image handling in machine learning projects.
Hugging Face Just Released Diffusers - For Models Like DALL-E 2 and Imagen
Explore Hugging Face's new Diffusers library for accessible, open-source image generation using advanced AI models like DALL-E 2 and Imagen.