GT - F Your Machine Learning Model
Explore techniques to manipulate machine learning models, focusing on ground truth manipulation and its implications for AI security and reliability.
Building Your Own AI Platform and Tools Using ChatGPT
Explore creating custom AI platforms using TensorFlow, covering data collection, cleaning, training, and building a CLI-based system tailored to your organization's environment.
The GenAI Stack - From Zero to Database-Backed Support Bot
Build a GenAI support bot using Docker, Neo4j, LangChain, and Ollama. Learn to create vector embeddings, integrate LLMs with knowledge graphs, and develop natural language Q&A systems.
Generating Approximate Ground States of Molecules Using Quantum Machine Learning
Explore quantum machine learning for generating molecular ground states, focusing on potential energy surfaces and efficient state preparation using variational quantum circuits and neural networks.
Revolutionizing Healthcare: Generative AI and Prompt Engineering in Emergency Medicine
Explore the transformative impact of generative AI on emergency medicine, covering personalized care, medical diagnostics, and ethical considerations in healthcare innovation.
Identity in the Era of Deepfakes, AI, and Mass Biometrics Exposure
Explore the impact of deepfakes, AI, and biometrics on identity in the digital age, examining challenges and potential solutions for security and privacy.
Scala and Spark in the New Deep Learning Era
Explore integrating large language models into big data infrastructures using Apache Spark, Scala, and BigDL. Learn distributed fine-tuning for pre-trained models and their representation as Spark estimators.
Vector Embeddings for Beginners - OpenAI
Learn to create and utilize vector embeddings for AI applications, including text analysis, database integration, and building an AI assistant using OpenAI and Langchain.
Code an AI SQL Generator - React Node.js OpenAI API ChatGPT 4
Build an AI-powered SQL generator using React, Node.js, and OpenAI's ChatGPT 4 API. Learn to create a user-friendly interface for effortless SQL query generation.
Build an AI Image Generator in JavaScript - OpenAI API DALL-E ChatGPT
Learn to create an AI image generator using JavaScript, integrating OpenAI's DALL-E API with ChatGPT for a simple yet powerful tool to generate custom images from text prompts.
Learn to Use OpenAI API by Building ChatGPT - React Node.js
Build a ChatGPT-like application using React and Node.js, integrating OpenAI's API for a hands-on learning experience in creating AI-powered conversational interfaces.
Learning of Neural Networks with Quantum Computers and Learning of Quantum States with Graphical Models
Explores quantum algorithms for neural network learning and quantum state learning using graphical models, showcasing advancements in computational efficiency and sample complexity for specific quantum states.
SignRing - Continuous American Sign Language Recognition Using IMU Rings
Innovative IMU ring-based system for continuous American Sign Language recognition, utilizing virtual IMU data to enhance accuracy and expand vocabulary coverage.
Object Classification Using VGG16 and XGBoost for Vehicle Classification with TensorFlow
Learn to classify vehicles using VGG16 and XGBoost in TensorFlow. Covers data preparation, feature extraction, model training, and testing. Gain practical skills in object classification and deep learning.
Stable Diffusion: Worldbuilding with 3D and AI Using MVDream - Part 1
Explore MVDream for 3D AI worldbuilding, from setup to mesh generation. Learn to create textures, design interiors, and integrate AI-generated assets into your creative workflow.
Underwater Wireless Communication Based on QR Code
Innovative underwater communication system using modified QR codes, enabling robust real-time data transmission for divers at distances up to 11.2 meters with rates suitable for voice communication.
Do Quantum Computers Have Applications in Machine Learning and Combinatorial Optimization
Explores quantum computing's potential in machine learning and optimization, discussing recent developments, comparative power, limitations, and future prospects in these fields.
Accelerating Neural Recommendation Training with Embedding Scheduling
Optimizing deep learning recommendation models through embedding scheduling, reducing communication overhead and improving training performance without compromising accuracy.
NetAssistant: Dialogue-Based Network Diagnosis in Data Center Networks
Dialogue-based AI system for efficient network diagnosis in data centers, reducing manual oncalls and improving issue resolution through natural language interactions and automated workflows.
VILAM: Infrastructure-assisted 3D Visual Localization and Mapping for Autonomous Driving
Innovative framework leveraging roadside infrastructure for high-precision localization and mapping in autonomous vehicles, achieving decimeter-level accuracy with consumer-grade cameras across diverse scenarios.
Sequence Abstractions for Flexible, Line-Rate Network Monitoring
Introduces FLM, a language for network monitoring that recognizes packet sequences. Compiles to P4 code for switch ASICs, enabling efficient implementation of various monitoring tasks.