Tag: machine learning
AWS Seeks an End to ETL
Extract, transform, and load. It’s a simple and ubiquitous thing in IT. And yet everybody seems to hate it. The latest company to pile on to ETL is AWS, which declared an effort to end ETL yesterday at re:Invent. Ad Read more…
Solving for Data Drift from Class Imbalance with Model Monitoring
The amount of data created within the next five years will total twice the amount ever produced, according to IDC. Not only will this data hold a wealth of knowledge and insights that businesses can leverage to enhance d Read more…
A Pressing Need for More Data Literacy
As big data and AI become greater influences in people’s lives, the need for a basic education on how data and AI systems work is becoming more apparent. Two data science industry leaders, including the CEOs of Anacond Read more…
IBM Collaboration Looks to Bring Massive AI Models to Any Cloud
Training machine learning foundation models with sometimes billions of parameters demands serious computing power. For example, the largest version of GPT-3, the famous large language model behind OpenAI’s DALL-E 2, ha Read more…
The Future of Data Science Is About Removing the Shackles on AI
Before embracing his destiny as a superhero, Superman was raised on the Kent family farm in Smallville, Kansas, where his superpowers lay dormant and unutilized. And even in adulthood as a reporter for The Daily Planet, Read more…
TigerGraph Bolsters Database with Graph Analytics and ML
Companies that want to use powerful graph algorithms to explore hidden connections in their data may want to check out TigerGraph, which today unveiled a pair of cloud-based offerings designed to bolster graph analytics Read more…
MindsDB Platform Now Features Over 70 Integrations
MindsDB has announced it now has more than 70 technology and data integrations with leading compute, storage, and multi-cloud databases. Additionally, the company has reached a milestone of over 11,000 stars on Github. Read more…
Predict, Monitor, and Mobilize: Deploying AI for Smart Disaster Response
As climate change unfolds, natural disasters that strike with previously unthinkable force have become our new normal. Floodwaters rise higher, winds blow harder and lives and livelihoods are in greater danger than ever Read more…
How Snowplow Breaks Down Data Barriers
If you have suspicions about your data, you’re not alone. The AI and data analytics dreams of many a company have been broken by poor data management and defective ETL pipelines. But by enforcing data schema at the poi Read more…
Dataiku 11.1 Update Boosts Data Science and MLOps
Dataiku has unveiled the latest update to its data science and machine learning platform, Dataiku 11.1. This update includes improvements to existing capabilities as well as new features for data scientists, ML engineers Read more…
What’s Holding Up Progress in Machine Learning and AI? It’s the Data, Stupid
The lack of a solid data foundation and solid data workflows is preventing companies from making more progress with machine learning and AI, according to a new Forrester Consulting survey conducted on behalf of Capital O Read more…
Neural Search Platform Vectara Launches with $20M Seed
Vectara, a neural network technology platform, has announced $20 million in seed funding and has also released its first product for general availability: a neural search as a service. Many existing search engines are Read more…
New Flink Startup Immerok Gets Off the Ground
There’s a new startup dedicated to making a business out of Apache Flink, the distrubuted stream processing framework and dataflow architecture that emerged from Germany over 10 years ago. With offices in Berlin and Ne Read more…
Data Literacy: Good for Business and Good for Citizens, Too
Knowing your way around a probability distribution is a necessity for folks who want to become data scientists and develop cutting-edge applications using the latest AI technologies and techniques. But even the non-unico Read more…
MLOps Startup Diveplane Raises $25M Series A
Diveplane, an MLOps startup based in Raleigh, N.C., has announced it raised $25 million in Series A funding. The company produces a suite of enterprise AI products that it says are designed around the principles of pr Read more…
Algolia Acquires Search.io to Enable Users to ‘Search As They Think’
Data search platform Algolia announced it has acquired San Francisco-based neural search startup Search.io. Algolia is known for its keyword-based search and discovery platform that processes trillions of queries from Read more…
Five Common AI/ML Project Mistakes
Companies of all sizes and across all verticals continue to embrace artificial intelligence (AI) and machine learning (ML) for myriad reasons. They’re eager to leverage AI for big data analytics to identify business tr Read more…