The Sparkling Solution that Scales to IoT
Exploring Spark and Scala for IoT big data analytics, with demonstrations of infrastructure setup on Apache Mesos and coding techniques for Spark streaming, AKKA, and SparkSQL.
Healthcare for the Elderly Using the IoT
Explores IoT solutions for elderly healthcare in rural areas, discussing hardware, mobile apps, data processing, and analysis to improve access and monitoring.
The Formulartic Spectrum
Explore how JavaScript can manipulate data to create unexpected outcomes in the physical world, blending technology and creativity for innovative results.
Growing Up Geek
Explore the impact of technology on the next generation's upbringing and future careers with insights from industry experts on bridging the generational tech gap.
Self-Driving Cars
Explore the future of autonomous vehicles and their impact on energy consumption, lifestyle, and the Internet of Things in this insightful presentation by a distinguished engineering professor.
Pure Functional Programming in Excel
Discover how Excel can be used for pure functional programming, exploring its power, versatility, and potential for solving complex problems through live demonstrations and practical examples.
Data Science vs. Data Alchemy
Explores the importance of data creation and collection in scientific discovery, contrasting it with the current focus on analyzing existing data. Highlights the value of purposeful data gathering for innovation.
Applications in the Emerging World of Stream Processing
Explore real-time stream processing applications with Apache Kafka co-creator Neha Narkhede. Learn how to harness continuously changing data for modern businesses and analytical processes.
Exploring StackOverflow Data
Discover insights from StackOverflow data analysis using F# in this talk by Evelina Gabasova. Learn about user behavior, programming trends, and data visualization techniques.
Bare Metal DevOps
Explore DevOps principles for bare metal environments, covering agile infrastructure, automation, monitoring, and forecasting. Learn key considerations and common pitfalls in implementing DevOps practices on physical hardware.
Scala - The Unpredicted Lingua Franca for Data Science
Explore Scala's rise as a key language for data science, covering functional programming, Spark integration, and advantages over Python in this insightful talk by Dean Wampler.
Making Big Data Useful Data
Explore strategies for transforming big data into actionable insights, focusing on user-friendly tools and frameworks to empower business users in data analysis and decision-making.
Modern Fraud Prevention Using Deep Learning
Explore deep learning techniques for modern fraud prevention, focusing on financial gain motivations and the spectrum of immoral to criminal practices in various cultures.
The Evolution of Hadoop at Spotify Through Failures and Pain
Explore Spotify's Hadoop journey, from office closet to massive cluster, through failures and lessons learned. Gain insights on data infrastructure evolution and overcoming obstacles in large-scale systems.
The Origins of eGov Open Data - eGov Applications
Explore the complexities of eGovernment services and open data implementation, focusing on practical applications and challenges in streamlining government processes for public use.
Working on Cancer
Exploring whole genome sequencing for cancer treatment using Clojure, Neo4j, and domain-specific languages. Discusses challenges, solutions, and non-traditional team approaches in clinical settings.
Solving Real and Big Data Problems Using Hadoop
Explore Hadoop's real-world applications for big data analysis, including social media insights and medical data processing. Learn about advanced analytics, near real-time processing, and architectural considerations.
How to Get Open Data into the Hands of Activists
Exploring the connection between activism and Open Data, proposing Open Analytics to transform data into actionable knowledge for social activists.
Dynamic Workflow Orchestration with Apache Airflow and CrateDB
Learn to automate and orchestrate complex database processes using Apache Airflow and CrateDB. Discover how to set up dynamic workflows, leverage task mapping, and efficiently manage large-scale data operations.
Optimizing Speed and Scale of Real Time Analytics Using Apache Pulsar and Apache Pinot
Explore Apache Pulsar for event streaming and Apache Pinot for real-time analytics. Learn how these powerful open-source tools combine to deliver scalable, low-latency data processing and analysis in cloud-native environments.
Word Embeddings from Deep Space Nine using Machine Learning
Explore word embedding techniques using Star Trek Deep Space Nine scripts, from Bag of Words to BERT, with practical insights for production environments.