Stable Diffusion Google Colab - Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors
Learn to use Google Colab for Stable Diffusion: set up, train models, generate images, transfer projects, use custom files, and integrate with Hugging Face. Explore advanced techniques for AI image generation.
Build a Deep Facial Recognition App from Paper to Code - Deep Learning Project Tutorial
Learn to build a deep facial recognition app using TensorFlow, from setting up dependencies to creating data structures. Implement Siamese Neural Networks for one-shot image recognition in this hands-on tutorial.
What Is IPFS? How Does IPFS Work with NFTs and Opensea - Getting Started with IPFS Tutorial
Explore IPFS, its role in NFTs and Web3, and learn to create nodes, host content, and use pinning services like Pinata in this comprehensive introduction to decentralized file storage.
Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice
Explore stress testing Qdrant for semantic search with 90,000 vectors. Learn to set up TensorFlow, generate data, and evaluate search efficiency in this hands-on tutorial.
Fine-Tune Multiple Cognitive Tasks with GPT-3 on Medical Texts and Reduce Hallucination
Learn to finetune GPT-3 for medical tasks, reduce hallucination, and improve accuracy in extracting information from patient charts and generating diagnoses.
Hopsworks - The Python-Centric Enterprise Feature Store
Explore Hopsworks feature store for Python-centric ML operations, covering feature engineering, pipelines, and real-time serving with an end-to-end use case demonstration.
XGBoost in Python from Start to Finish
Comprehensive guide to implementing XGBoost in Python, covering data preparation, model building, and optimization techniques for effective machine learning applications.
Selenium Framework for Beginners - How to Use Excel for Getting Data in Selenium Java Framework
Learn to integrate Excel data into Selenium Java frameworks, covering library setup, data extraction, and framework implementation for efficient test automation.
Adding Layers and Forward Functions to Your Neural Network in PyTorch
Learn to create neural networks in PyTorch: design layers, implement forward functions, and adapt models for various data types. Hands-on examples cover basic to complex architectures for structured and unstructured data.
Develop Test Suites for Machine Learning Models and Data with Deepchecks
Hands-on tutorial for developing test suites with Deepchecks, covering data validation, distribution analysis, custom tests, and model validation for machine learning projects.
What's Next? - LLM Bootcamp
Explore the future of AI: multimodal robots, scaling limits, AGI possibilities, and safety concerns. Gain insights into key questions shaping the next era of language models and artificial intelligence.
Data Management - FSDL 2022
Comprehensive overview of data management in ML, covering storage, processing, exploration, and versioning. Includes best practices and insights on self-supervised learning and data labeling.
Querying Decentralized Data in Rhizomatic Systems
Explore Rhizome, a decentralized database for InterPlanetary Linked Data, and learn how it empowers developers to build innovative peer-to-peer applications with enhanced consistency and privacy.
TrueNAS Part 2 - Setting up Storage, Users, and Shares on a Free, Open Source, Self Hosted NAS
Learn to configure storage, users, and shares on TrueNAS, an open-source NAS solution. Explore setting up storage pools, datasets, user permissions, and backups while navigating the dashboard interface.
RdFind - A Powerful, Open Source CLI Tool to Find and Delete Duplicate Files in a System
Discover and eliminate duplicate files effortlessly with rdFind, a powerful open-source CLI tool for Linux, Windows, and MacOS. Reclaim valuable storage space and organize your data efficiently.
Backing Up Your Docker Configurations and Data
Learn essential techniques for safeguarding Docker configurations and data, ensuring seamless recovery and continuity for your containerized applications.
Duplicati - A Set It and Forget It Backup Tool for Local and Remote Backups of Your System
Learn to set up and use Duplicati, an open-source backup tool for local and remote system backups. Covers installation, configuration, and monitoring of backups through the web interface.
Project Cambria: Managing Schema Change in Distributed Systems
Explore techniques for managing schema changes in distributed systems using Cambria, a TypeScript library employing bidirectional lenses to express schema relationships and separate compatibility code.
Democratizing Data Quality Through a Centralized Platform at Zillow
Explore Zillow's centralized platform for data quality, enabling stakeholders to define expectations, perform validations, and monitor data health across complex organizations.
Data Discovery at Databricks with Amundsen - Improving Productivity and Trust
Explore how Databricks leverages Amundsen for efficient data discovery, improving productivity by surfacing relevant datasets, SQL dashboards, and metadata programmatically.
Hyperparameter Tuning Using Tidymodels
Explore hyperparameter tuning for random forest models using global food consumption data, enhancing model performance and gaining insights into international dietary patterns.