Navigating the Emerging LLMOps Stack
Explore the emerging LLMOps Stack, including tools and best practices for maximizing LLM potential in organizations. Gain insights from an experienced AI/ML engineering leader.
Productionizing AI: How to Think From the End - Foundational Questions for LLM Product Development
Explore foundational questions for building AI products with LLMs. Learn to approach machine learning projects from the user experience perspective, focusing on end-product qualities and deployment considerations.
DataOps as a Service - Applying DevOps Practices to Data Engineering
Explore DevOps practices in data engineering, addressing challenges and showcasing the Versatile Data Kit for implementing DataOps principles.
An Introduction to Forecasting Using Orbit
Explore Orbit, a probabilistic forecasting tool developed by Uber, and learn its application in demand forecasting for technical support teams through a practical case study.
Propensity Measurement Using Positive-Unlabelled Bagging
Explore semi-supervised binary classification with Positive-Unlabelled learning for propensity measurement using PU bagging techniques.
Computer Vision for Remote Inspections of Energy Assets
Explore how computer vision supports remote inspections in the energy industry, enhancing efficiency and reducing human error in maintaining vital energy infrastructure.
How We Use Data to Better Position Ourselves in the Wholesale Energy Markets
Explore data-driven strategies in wholesale energy markets, from forecasting renewable generation to real-time trading applications, optimizing energy provision and balancing the grid.
Optimize Costs and Scale Streaming Applications with Virtually Unlimited Storage from AWS Services
Scale streaming apps with AWS services for unlimited storage and cost optimization. Learn to leverage tiered storage for long-term data retention, enabling agile decision-making and proactive strategies in event-driven architectures.
Forecasting Kafka Lag Issues with Machine Learning
Learn to predict and manage Kafka Partition Lag using machine learning techniques. Explore normal and abnormal lag patterns, ensemble forecasting, and case studies for improved Kafka observability.
Developing Fast Applications With Open Source Software - Without the Fury
Explore performance and scalability challenges in building fast, scalable Big Data applications using open-source technologies like Apache Cassandra and Apache Kafka. Gain insights from real-world experiences.
Bringing Value to Enterprises with RAG
Discover how Intel's RAG technology bridges enterprise data with AI models, enabling customized LLM applications while maintaining data security and reducing hallucinations.
Finding Hidden Gems in Temporary Mail Services - Monitoring and Security Analysis
Discover how to monitor temporary email services using a Python tool to uncover valuable information, from account credentials to bitcoin wallets, while learning about security implications and red team activities.
Taming Unstructured Data Orchestration with Hammerspace - Global Data Environment Solutions
Master data orchestration across multi-vendor environments with Hammerspace's Global Data Environment software, enabling seamless management of unstructured data for AI pipelines across distributed storage systems and cloud platforms.
Elasticsearch Vector Database and RAG Capabilities - A Technical Demonstration
Dive into Elasticsearch's vector database capabilities, focusing on RAG implementation, memory optimization, multi-stage search approaches, and seamless integration with LLMs for enhanced data retrieval.
Klipper Guide - Input Shaping, Pressure Advance and Macros
Comprehensive guide on Klipper firmware features: input shaping, pressure advance, and macros. Covers manual and accelerometer-based tuning methods for improved 3D printing performance.
The Best Pro Virtual Tours HDR Workflow - Theta Z1 from Zero to Hero Guide
Master professional 360° virtual tour photography with the Ricoh Theta Z1, covering shooting techniques, HDR editing in Lightroom and Photoshop, and advanced cleanup skills for stunning results.
RAW HDR- Qoocam 8K vs Theta Z1 vs Insta360 ONE R - Tutorial for Virtual Tour in 2020
Comprehensive comparison of 360° RAW HDR capabilities in top cameras, featuring in-depth analysis, live demonstrations, and professional editing workflows for creating high-quality virtual tours.
Creating a Q&A Tool with Langchain and OpenAI
Create a Q&A tool using Langchain and OpenAI for machine learning and data science applications. Learn to implement this powerful combination for efficient question-answering systems.
VSCode Remote Development Configuration for Machine Learning and Data Science
Configure VSCode for remote server development, enhancing your machine learning and data science workflow with a seamless remote environment setup.
Langchain: QA and RAG Components with Your Own Data
Build QA and RAG components using Langchain to integrate custom data for enhanced machine learning and generative AI applications.
Modeling a Slow Baseball Pitch
Explore the physics behind slow baseball pitches using Python programs, analyzing their trajectory and impact on gameplay.