Keynotes - Wednesday, November 2nd 2022
Explore cutting-edge insights and trends in open source technology through engaging keynote presentations from industry leaders at All Things Open 2022.
Zero to Open Source Contributor - Extended Session
Learn essential skills for contributing to open source projects on GitHub. Master the basics, overcome documentation challenges, navigate PR processes, and gain confidence in submitting impactful contributions.
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.
Leveraging ML Recommendation Models to Improve Customer Engagement
Explore personalization in retail using Amazon Personalize. Learn about ML-powered recommendation systems, real-time personalized experiences, and their impact on customer engagement.
How You Can Start Designing AI with Purpose
Explore ethical AI design principles and learn to create purposeful, responsible machine learning systems for real-world applications.
QML Product Development for Neuroimaging and Alzheimer's
Explore quantum machine learning for neuroimaging in Alzheimer's research. Learn product development strategies, QML techniques, and healthcare innovation principles to advance neuroimaging solutions.
QML and Neuroimaging AI/ML for Alzheimer's Prediction
Explore cutting-edge AI/ML and quantum computing applications in Alzheimer's prediction using neuroimaging. Learn about multimodal approaches, recent research, and industry developments in QML for medical imaging.
Quantum Inspired Machine Learning for FDA Quantum ML Software as Medical Device Submissions
Explore quantum-inspired algorithms for FDA AI/ML medical device submissions. Analyze recent approvals and potential quantum implementations in healthcare software.
Robust Optimization and Generalization
Explore robust optimization's history and its modern machine learning applications, focusing on performance certification and practical challenges in ML systems.
Projects Done Quick, Dirty, and Right
Explore efficient project development strategies, balancing speed, quality, and practicality. Learn to manage technical debt and create minimum viable products for rapid feedback and iteration.
BigQuery: Google's Cloud Data Warehouse - Lecture 24
Explore Google BigQuery's architecture, query processing, and optimization techniques with insights from a leading database systems expert.
Distributed Analytical Database Systems - Lecture 23
Explore distributed analytical database systems, focusing on OLAP architectures, query execution, and optimization techniques for large-scale data processing and analysis.
Embedded Database Logic - Lecture 24
Explore embedded database logic concepts, including stored procedures, user-defined functions, and triggers. Learn implementation techniques and their impact on DBMS architecture.
DuckDB Internals - Advanced Database Systems - Lecture 22
Explore DuckDB's architecture, design principles, and internal workings with guest lecturer Mark Raasveldt. Gain insights into advanced database systems and their implementation.
Amazon Redshift Internals - Lecture 24
Explore Amazon Redshift's architecture, design principles, and performance optimizations with insights from a guest lecturer and former CMU PhD graduate.
Distributed Data Warehouse OLAP Databases - Lecture 23
Explore distributed data warehouse OLAP databases, covering architecture, query processing, and optimization techniques for large-scale analytical systems.
Redis, CockroachDB, Snowflake, MangoDB, and TabDB - Potpourri of Database Systems - Lecture 25
Explore Redis, CockroachDB, Snowflake, MangoDB, and TabDB in this comprehensive overview of modern database systems, covering their architectures, features, and use cases.
DuckDB Embedded Database System - Lecture 20
Explore DuckDB's embedded database system architecture, features, and performance optimizations for analytical workloads in this advanced database systems lecture.
Google Cloud Real-Time Streaming - End-to-End Data Engineering Project
Build an end-to-end data engineering pipeline for real-time YouTube Analytics, using Python, Google Cloud, Docker, and Kafka. Learn to fetch, process, and stream data, with instant Telegram notifications.
Realtime Change Data Capture Streaming - End-to-End Data Engineering Project
Implement real-time Change Data Capture streaming using Docker, Postgres, Debezium, Kafka, Apache Spark, and Slack. Create an efficient data pipeline for responsive data engineering projects.
Realtime Algorithmic Trading with Apache Flink - End-to-End Data Engineering Project
Develop an end-to-end algorithmic trading system using Apache Flink, Kafka, and Python. Learn real-time data processing, custom algorithms, and financial market insights.