Fine-Tuning Code Language Models - A Practical Guide
Master the process of fine-tuning Code LLMs using instruction datasets, from environment setup to implementation, with hands-on demonstrations using StarCoder and practical GPU requirements guidance.
An Audacious Plan to Halt the Internet's Enshittification
Discover how to combat internet platform degradation through antitrust measures, privacy laws, and user empowerment tools, exploring solutions to preserve digital spaces from corporate exploitation.
Azure B2C Zero-Day Exploit Chain - From Public Keys to Microsoft Bug Bounty
Uncover a complete exploit chain vulnerability in Azure B2C, from cryptographic misuse to full account compromise, including novel attack methods for crypto key recovery and its impact on Microsoft's bug bounty system.
The GitHub Actions Worm - Understanding CI/CD Platform Vulnerabilities
Dive into the security vulnerabilities of GitHub Actions, exploring how malicious code can spread through Action dependencies and learning essential defense strategies against CI/CD platform attacks.
Detecting Pitfalls in ERC4337 Implementation
Dive into common security vulnerabilities and implementation challenges of ERC4337, exploring critical pitfalls and best practices for account abstraction development.
How to Predict the Impact of EVM Upgrades
Dive into advanced techniques for analyzing and forecasting the effects of Ethereum Virtual Machine (EVM) upgrades on blockchain systems and smart contracts.
What 10 Years of Drive Stats Data Can Tell Us
Discover fascinating insights from a decade-long analysis of hard drive reliability data, exploring failure patterns, longevity trends, and critical factors affecting storage performance.
From Web2 to Web3: Pitfalls and Learnings
Discover key insights and challenges in transitioning from Web2 to Web3 development, exploring common pitfalls and valuable lessons learned from the Ethereum ecosystem.
Learn How to Connect VDI Users to VMware Horizon with Azure VMware Solution & VMware SD-WAN
Discover how to enable seamless remote access to applications using VMware Horizon, Azure VMware Solution, and VMware SD-WAN for enhanced digital workspace transformation and user experience.
Streamlining IoT Device Lifecycle Management
Explore innovations for simplified IoT device management, including IoT Plug and Play for code-free solutions and Device Update for Azure IoT Hub for secure, scalable over-the-air updates.
OpenText Extended ECM - Driving Deployment and Scaling Efficiency with Microsoft Azure
Explore OpenText Extended ECM's containerization using Azure Kubernetes Service for simplified deployment, efficient upgrades, and enhanced scalability. Includes high-level concepts and deployment demo.
Embracing the Scalability of Kubernetes in Azure - Ask the Experts
Explore how Cloudera Data Platform leverages Azure Kubernetes Service for flexible, scalable Big Data environments. Learn about cloud agility, cost optimization, and hybrid data cloud models.
PowerShell Unplugged - Management and Automation Solutions
Explore PowerShell's versatility with Jeffrey Snover and Jason Helmick as they showcase favorite solutions, leveraging 15 years of success and new innovations for cross-platform management and automation.
JARVIS - OpenAI + Python Powered AI Desktop Assistant That Talks Like a Human
Build a Python-powered AI desktop assistant using OpenAI, enabling human-like conversations and task execution. Learn to create, enhance, and integrate advanced AI functionalities step-by-step.
Using MPT-7B in Hugging Face and LangChain
Explore MPT-7B LLM implementation in Hugging Face and LangChain, covering setup, initialization, tokenization, and text generation. Learn to leverage open-source models for AI applications.
Build Conversational Agents with Vector DBs - LangChain
Learn to create powerful conversational agents using vector databases and LangChain, combining retrieval augmentation with chatbots for enhanced data freshness and domain-specific knowledge.
StarCoder - The LLM to Make You a Coding Star
Explore StarCoder's advanced code generation capabilities, including continuous coding and gap-filling. Learn about its applications, versions, and impressive 8,000-token sequence length for enhanced coding assistance.
Llama Index - Step by Step Introduction
Step-by-step guide to using Llama Index for document storage, indexing, and querying with customizable LLM settings and prompt helpers. Learn to create, manage, and interact with vector store indexes efficiently.
QA Over Documents with Auto Vector Index Selection with Langchain Router Chains
Learn to automatically select vector indexes and prompts for document QA using Langchain router chains, with code demos for Streamlit and terminal applications.
Linux for Complete Beginners
Comprehensive hands-on introduction to Linux: install Ubuntu, manage software, customize settings, use command line, create users, and set up development environments for web, Python, and C++.
Computer Vision Applications - Full Stack Deep Learning - Spring 2021
Comprehensive overview of deep learning applications in computer vision, covering ConvNet architectures, detection methods, and advanced tasks like 3D shape inference and style transfer.