Strata Data Conference 2019 - New York, NY
2019-09-23..2019-09-26
New York, United States
[Strata Data Conference 2017 - New York, New York, Strata Data Conference 2018, Strata Data Conference 2018 - New York, NY, Strata Data Conference 2019 - London, United Kingdom, Strata Data Conference 2019 - New York, NY]
| title | author | length |
|---|---|---|
| Recent trends in data and machine learning technologies | Ben Lorica | 11m |
Survey of concrete tech shifts: open-source stacks remain centered on Apache Spark, Kafka and Flink while Apache Pulsar adoption grows for multi-source… | ||
| AI and big ag data for food security | Sara Menker, Nemo Semret | 04m |
Satellite imagery plus feeds from over 100,000 weather stations combine with OCR'd reports and multilingual survey data into a knowledge graph that encodes… | ||
| The future of Google Cloud data processing | James Malone | 10m |
Google Cloud DataProc now runs managed open‑source components both on Yarn and on Kubernetes, shipping a Spark Operator and a Flink Operator and a unified… | ||
| AI isn't magic. It’s Computer Science. | Robert Thomas, Tim O'Reilly | 03m |
Claims that AI will add $16 trillion by 2030 get anchored to concrete barriers: a reported 250,000 data scientist shortage, reluctance to move core data to… | ||
| Unleash the Power of Data at Scale | Jeremy Rader | 05m |
Intel recounts a data overhaul that consolidates a sprawling estate into a deployable analytics pipeline, tackling 315 PB of data from 140,000 data sources… | ||
| How Disruptive Tech is Reshaping the Financial Services Industry | Swatee Singh | 02m |
Sees finance rushing to early‑stage tech because leaders report 70% view disruptive tech as a concern and customers demand real‑time personalization: 75% say… | ||
| How to unlock the full potential of your operational data | Nikita Shamgunov | 05m |
Claims a cloud service called Helius that provides a multi‑cloud, elastic operational database as a service and a new “single store” mode that removes the need… | ||
| Cisco Data Intelligence Platform | Siva Sivakumar | 05m |
Siva Sivakumar explains the Cisco Data Intelligence Platform (CDIP), which is a cloud-scale architecture that brings together big data, AI and compute farm… | ||
| Interactive Sports Analytics | Patrick Lucey | 04m |
A system uses Stats Perform tracking archives and learned similarity metrics to retrieve visually similar plays (example set: 40,000 three-point shots) and… | ||
| Leveraging data insights to increase efficiency and innovation | Rohit Mahajan | 08m |
Claims automated AI/ML can extract lineage, profile and classify sensitive fields to cut manual Excel crowdsourcing and reach an initial 80% mark of correct… | ||
| Staying safe in the AI era | Cassie Kozyrkov | 03m |
Full Keynote Presentation:
https://learning.oreilly.com/videos/strata-data-conference/9781492050681
Machine learning and artificial intelligence are no longer… | ||
| Unlocking the value of your data | Daniel Hernandez | 09m |
Claims that no AI without IA and that 80% of leaders see AI as strategic while only 19% understand required data. Prescribes an AI ladder—collect, organize… | ||
| Delivering the enterprise data cloud | Arun Murthy | 02m |
Cloudera announces a 100% open source Cloudera Data Platform (CDP) that reimagines the entire stack to run hybrid and multi‑cloud and on‑prem private cloud… | ||
| Postrevolutionary big data: Promoting the general welfare | Barbara Eckman | 06m |
Comcast implements a “constitution” that keeps arbitrary data landing in the lake but requires publishers to register schemas on read with per-attribute… | ||
| RL in real life: Bringing reinforcement learning to the enterprise | Edward Jezierski | 06m |
Argues that reinforcement learning replaces hard-coded business rules and runs in live systems, not just simulators, and that Microsoft builds services for… | ||
| Strata Data Awards: Winners Announced | 02m | |
Judges select three finalists in four categories then the audience votes live to pick winners; this edition names TimeScale as Disruptive Startup (an… | ||
| Designing for humanlike interaction | Jonathan Foster | 03m |
Team frames concrete design principles for conversational AI used on Cortana and a personality-chat bot framework: digital transparency (always disclose… | ||
| Data Science Pioneers | Jed Dougherty | 04m |
Trailer for the documentary Data Science Pioneers shows interviews with working data scientists and claims to map the job’s lineage from statistics to modern… | ||
| Data Sonification: Making Music from the yield curve | Alan Smith | 04m |
Argues that mapping the 40‑year animated yield curve to sound reveals patterns pixels miss, using an exported data stream into a hardware music synthesizer… | ||
| How Disruptive Tech is Reshaping the Financial Services Industry | Swatee Singh | 12m |
Financial services use AI/ML, edge computing, blockchain, computer vision and virtual assistants to personalize real‑time experiences: 70% of new customers are… | ||
| Better Together Diversity Networking Lunch | Andrew Mulinge | 28m |
Code Nation runs volunteer-taught high school courses in HTML/CSS/JavaScript, a 1–2 year industry fellowship placed at companies like Salesforce, Google, and… | ||
| Advancing your business with enterprise data cloud | Anupam Singh | 07m |
Cloud-era enterprise data cloud presents a platform that can run anywhere (on-prem, private or public cloud), supports multi-function analytics (SQL, Python… | ||
| The game-changing future for Data and AI | Madhu Kochar | 10m |
Claims that combining data and AI centers on data virtualization that presents a single control point to run SQL joins across heterogeneous sources while… | ||
| Solving our struggles in the new and complex world of data management | Siva Sivakumar | 07m |
Cisco ships a turnkey stack called Cisco data Intelligence Platform that stitches on-prem infra, GPUs/CPUs and partner software like cloud era into a… | ||
| Transitioning AI from the lab to real-life applications | Diana Shaw | 06m |
SAS embeds AI into its analytics software to automate the full data lifecycle, claiming to automate full calculation that lets Amsterdam UMC’s computer vision… | ||
| Reinforcement learning and it's growing role in AI | Edward Jezierski | 13m |
Reinforcement learning is shown in deployed Microsoft systems like the Xbox homepage and MSN News to choose actions from a menu based on real-time context… | ||
| Considerations for producing the best AI and Machine Learning models | Jed Dougherty | 08m |
Explains why models fail in production and how to fix it with concrete practices: build a feedback loop for ground truth even when outcomes take years… | ||
| Intel’s shift to delivering end-to-end data solutions | Jeremy Rader | 06m |
Intel is shifting from PC maker to a data‑centric company that bundles hardware and software into tested, deployable stacks, claiming end-to-end architecture… | ||
| Unlocking the full value of your data with operational analytics, ML & AI | Peter Guagenti | 11m |
Claims that unlocking operational data beats historical-only analytics, arguing ML/AI succeeds when streaming real-time and historical data live together… | ||
| Merging big data and cloud | Taylor Newill | 07m |
Oracle describes merging decades of database expertise with a new public cloud built on bare metal compute to deliver big data performance customers say… | ||
| nothing matches | ||