Data News and Articles
UMD, UMBC, Army Research Lab Announce $68M Cooperative Agreement to Accelerate AI, Autonomy — A pact aims to develop tech to reduce humans’ workload and risks on the battlefield and aid in Search-and-Rescue (SAR) missions. Tags: MD, Army, AI, SAR
What is DataOps? — Organizations that are able to tame, manage, and unlock their data assets stand to benefit in myriad ways, including improvements to decision-making and operational efficiency, better fraud prediction and prevention, better risk management and control, and more. In addition, data products and services can often lead to new or additional revenue. Tags: DataOps, Management, Efficiency
DeepMind Scientists: Reinforcement Learning is Enough for General AI — This article is part of our reviews of AI research papers, a series of posts that explore the latest findings in artificial intelligence. Tags: AI, Reward
Microsoft Uses GPT-3 to Let You Code in Natural Language — Microsoft is using OpenAI’s massive GPT-3 natural language model in its no-code/low-code Power Apps service to translate spoken text into code in its recently announced Power Fx language. Tags: AI, NaturalLanguage, PowerFX, GPT-3
Analytics is a Mess — Data isn’t objective, and analysis isn’t structured. It’s just as creative—and just as messy—as the papers I ran away from in college. Tags: Data, Analytics, Mode
Automated Data Wrangling — A growing array of techniques apply machine learning directly to the problems of data wrangling. They often start out as open research projects but then become proprietary. How can we build automated data wrangling systems for open data? Tags: Data, DataCleaning
Developing MLB's Automated Ball/Strike System (ABS) — Early in 2019, Major League Baseball announced a partnership with the Atlantic League of Professional Baseball (ALPB) to test new playing rules in order to observe the effects of potential future rule changes and equipment. One of those initiatives was the creation and testing of an automated ball and strike calling system (ABS). Tags: Baseball, AI
IBM’s Project CodeNet Will Test How Far You Can Push AI to Write Software — IBM’s AI research division has released a 14-million-sample dataset to develop machine learning models that can help in programming tasks. Called Project CodeNet, the dataset takes its name after ImageNet, the famous repository of labeled photos that triggered a revolution in computer vision and deep learning. Tags: AI, IBM, Data
Nasty, brutish and short: The life of the modern CDO — The role of CDO is still poorly defined, and CDOs are frequently not set up for success within their organizations. The average CDO tenure is just two and a half years; clearly, CDOs are not being given much time to demonstrate their value before they are asked to move on, or (just as likely) find that the grass looks a little greener somewhere else. Against this backdrop, should we conclude that the CDO role is a poisoned chalice? Tags: CDO, Management, Data
Building Effective Data Science Teams — Whether you are the first “data person” at your organization or leading a team of hundreds, we know success is not based on just technology; it requires people to create a productive, effective, and collaborative data science team. Tags: Management, DataScience, Teamwork
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Data Tools and Resources
Is FireBolt the Future of Data Platforms? — A relatively unknown player aiming to de-throne Snowflake, Redshift, and BigQuery. Tags: Data, Firebolt, C++, Kafka
google/zx — Bash is great, but when it comes to writing scripts, people usually choose a more convenient programming language. JavaScript is a perfect choice, but standard Node.js library requires additional hassle before using. The zx package provides useful wrappers around child_process, escapes arguments and gives sensible defaults. Tags: Bash, Scripting, Javascript
OriginLab Releases New Data Analysis and Graphing Software, Origin 2021b — OriginLab, a leading publisher of data analysis and graphing software, today announced the release of Origin® and OriginPro® 2021b. This latest version of OriginLab's award-winning software application adds over 100 new features, Apps and improvements, further enhancing Origin's ease-of-use, graphing, analysis and programming capabilities. Tags: DataAnalysis, Origin, Graphing, Visualizations
Introducing Dataflow, a Self-Hosted Observable Notebook Editor — Dataflow is a new tool that lets you run, edit, and compile Observable notebooks locally on your own computer, with any text editor you want! Tags: Dataflow, Editor, Thick-client
jina-ai/jina — Jina allows you to build deep learning-powered search-as-a-service in just minutes. Tags: ML, DeepLearning, Index, Architecture
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How To's and Tutorials
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Opportunities
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