Understanding Microsoft Fabric - Video 2
Explore Microsoft Fabric's architecture, services, and key concepts for self-service data analytics and AI, building on UI basics from the previous video.
Fundamentals of Retrieval Augmented Generation
Explore Retrieval Augmented Generation (RAG), combining Information Retrieval and Natural Language Generation. Gain insights into key frameworks, methodologies, and applications in document intelligence tasks.
Adventures in Not Writing Tests - Using Hypothesis for Code Validation
Explore Hypothesis library for creating robust test inputs, focusing on edge cases. Learn to use Ghostwriting to generate tests from type hints, saving time and validating code.
Using pgvector and PostgreSQL to Find Pictures at a Party
Explore using pgvector and PostgreSQL to automate finding photos of yourself at events. Learn to extract faces, calculate embeddings, and query image data efficiently.
Forecasting the Future with EarthPT
Explore EarthPT, an open-source Earth Observation pretrained transformer. Learn about its capabilities in predicting surface reflectances, vegetation indices, and potential applications in land use classification and crop yield forecasting.
From Built-in Concurrency Primitives to Large Scale Distributed Computing
Explore asynchronous execution in Python, from basic concurrency to distributed systems. Master Future and Executor interfaces, asyncio, and frameworks like Dask for efficient large-scale data processing.
From Text to Context: How We Introduced a Modern Hybrid Search
Discover how to implement a modern hybrid search system combining BM25 and semantic vector models. Learn from real-world challenges and solutions in improving e-commerce search functionality.
How Databases Work: From Relational to NoSQL - A Comprehensive Overview
Explore the inner workings of diverse database technologies, demystifying their operations and understanding their fundamental principles.
Large-Scale Distributed Processing in Google Cloud - 7 Lessons
Explore large-scale distributed processing challenges in Google Cloud, learn monitoring techniques, and discover solutions for efficient big data handling through real-world examples.
Online Machine Learning Based on Kafka Streams - Pollution Prediction System
Explore a system predicting pollution levels using Kafka Streams, based on historical and current weather data. Learn from WorldRemit's open-source project for practical machine learning applications.
Event Streaming for the Best of All Worlds
Explore event streaming's potential to revolutionize data processing and integration across diverse systems, enhancing real-time decision-making and operational efficiency.
What the Flux - How to Stop Worrying and Love Reactor
Explore reactive programming with Project Reactor, mastering concepts like Flux and Mono for efficient, non-blocking data handling in Java applications.
Integrate Hibernate with Your Elasticsearch Database
Learn to seamlessly integrate Hibernate with Elasticsearch, enhancing database performance and search capabilities in your Java applications.
OpenLineage: An Open Standard for Data Lineage
Explore OpenLineage, an open framework for data lineage metadata collection. Learn its purpose, data model, and integration with tools like Apache Airflow and Spark to enhance pipeline understanding and management.
What's New in Recent and Upcoming HBase Releases
Explore new features in HBase 3.0.0 and 2.6.0, including OpenTelemetry tracing, region replication, cloud-native support, and improved object storage. Learn about upcoming developments for enhanced cloud compatibility.
How to Help Apache Kafka Achieve Elasticity Based on Cloud-Native Technology
Discover how to enhance Apache Kafka's elasticity using cloud-native technology. Learn about stateless Kafka Broker architecture, Elastic Stream, and cost-saving strategies for cloud infrastructure.
Unlocking the Power of Multi-Protocol Messaging with Apache Pulsar
Explore Apache Pulsar's multi-protocol capability for building modern, distributed applications. Learn to design and deploy polyglot messaging systems using MQTT, Kafka, and AMQP protocols.
Building Scalable and Resilient Event-Driven Applications with Apache Pulsar
Explore Apache Pulsar's capabilities for building scalable, resilient event-driven applications. Learn key concepts, best practices, and see a live demonstration of Pulsar's power in action.
Demystifying Apache Airflow - Separating Facts from Fiction
Unpack critiques of Apache Airflow, analyze its strengths and weaknesses, debunk myths, and compare with competitors. Make informed decisions about workflow management platforms.
Real-time AI Made Easy - Harnessing Generative AI Functions in Apache Kafka and Apache Pulsar
Harness Generative AI Functions in Apache Kafka and Pulsar for real-time AI applications. Explore Vector Search, Computing Embeddings, and Chat Completion use cases with a live demonstration.
Kafka Monitoring: What Matters - Key Metrics and Performance Indicators
Explore key metrics for monitoring Kafka at scale, focusing on lag performance. Learn to interpret indicators, create dashboards, and set up proactive alerts for effective troubleshooting.