Databricks Unity Catalog - Technical Deep Dive for Practitioners
Explore Unity Catalog's features for simplifying data, analytics, and AI governance across clouds. Learn best practices and gain hands-on experience through expert-guided demonstrations.
Ireland's Ubotica - Pioneering Edge-Based Earth Observation Imagery Delivery
Transforming Earth Observation: Ubotica's edge-based model delivers imagery updates to user handsets in minutes, revolutionizing the field with faster, more efficient data consumption.
Data Learning: Machine Learning in Climate Action
Explore machine learning applications in climate action, focusing on data-driven solutions for environmental challenges and sustainable development.
Mastering Software Operators for Data and AI - PostgreSQL, Apache Spark, and Kubeflow
Explore software operators for PostgreSQL, Apache Spark, and Kubeflow. Learn to simplify complex operations, streamline data processing, and navigate MLOps setups for optimal AI workload performance.
Digital Transformation for Oil Upstream Industry
Explore digital transformation in oil upstream industry with Eng. Haider Waleed. Gain insights into innovative technologies and strategies reshaping the sector.
Graph Theory for Exploration of Material Genes and Structural Chemistry of Li-ion Batteries
Explore graph theory's application in material genes and structural chemistry of Li-ion batteries. Uncover new paradigms for advancing critical battery materials through interdisciplinary research methods.
ML Scalability Challenges in Machine Learning - MLOps Coffee Session
Explore ML scalability challenges with Anyscale's Head of Engineering. Gain insights on large-scale computing, attention-based models, and the balance between big and small data in machine learning.
Tracking Aircraft with Streams and Software-Defined Radio
Explore software-defined radio to capture and process real-time aircraft location data using ADS-B, Redis Streams, and Node.js. Build an interactive map displaying live flight information.
Building a High-Performance Real-Time Analytics Database with Apache Kafka and Druid
Master building a real-time analytics database using Apache ecosystem tools including Kafka, Druid, and Superset. Learn data streaming, processing, and containerization with hands-on implementation.
Data Mining: Sketch Algorithms and Count-Min Sketch Analysis - Spring 2023
Explore advanced sketch algorithms including Misra-Gries and Count-min techniques for efficient data mining, with detailed analysis and practical applications.
Transaction Log as the Heart of Delta Lake - Understanding Structure and Operations
Dive into the mechanics of Delta Lake's transaction log through hands-on PySpark exercises, exploring its structure, operations, and advantages over traditional data lakes.
Building Your First Petabyte-Scale Architecture - Part 1
Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.
Building Your First Petabyte-Scale Architecture - Part 2
Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.
Building Your First Petabyte-Scale Architecture - Part 3
Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.
Building Your First Petabyte-Scale Architecture - Part 4
Dive into petabyte-scale data architecture design, exploring technologies like Redshift, Databricks, and BigQuery while mastering cost estimation, performance optimization, and architectural considerations.
Big Data Inverse Problems - Promoting Sparsity and Learning to Regularize
Explore novel methods for solving big data inverse problems, focusing on sparse representation and L1 regularization. Learn about variable projection and deep neural networks for parameter optimization.
Contributing to Apache Solr - Session 1
Learn how to contribute to Apache Solr with guidance from experienced committers. Explore the contribution process, best practices, and ways to get involved in this open-source search engine project.
Solr v1 and v2 APIs - Solr Bootcamp Session 2
Explore Solr v1 and v2 APIs with Solr committers, learning how to contribute to Apache Solr and understanding the differences between API versions.
Contributing to Apache Solr - Session 1
Learn how to contribute to Apache Solr with guidance from experienced committers. Explore the contribution process, best practices, and ways to get involved in this open-source search engine project.
From Zero to Data Hero - Take Raw Data to Curated Data in Under 90 Minutes
Discover how to efficiently manage, process, and clean data using low-code tools. Learn to connect Apache Spark, Databricks, and TimeXtender for rapid data curation and confident decision-making.
Building a Fraud Detection Model with Feature Stores - Includes Shopify Case Study
Develop a real-time fraud detection system using ML data pipeline tools. Learn to build, deploy, and serve data pipelines with Feast and Tecton. Explore architectural patterns and model stages.