Tag: machine learning
Revolutionizing Document Management: How AI Transforms Industry Processes
Artificial Intelligence (AI) is revolutionizing industry processes, from supply chain management to retail to finance, claim processing, and customer support. Over 35% of global companies utilize some type of AI, which w Read more…
To Prevent Generative AI Hallucinations and Bias, Integrate Checks and Balances
The quality, quantity, and diversity of training data have a tremendous impact on generative AI (GenAI) model performance. Factors such as model architecture, training techniques, and the complexity of the problems being Read more…
Four Ways Analysts Can Increase Value Across Your Data Strategy
It sounded like it was going to be a good meeting. The data science team briefed company leadership on what the data said about a proposed cost-cutting initiative, excitedly revealing findings that took them a few weeks Read more…
Bringing Data and ML to Value-Based Pricing
Companies across many industries historically have used a cost-based approach to setting prices for goods and services. But many are starting to explore an entirely different approach called value-based pricing. When com Read more…
The Top Five Data Labeling Firms According to Everest Group
The process of annotating and labeling data is critical for supervised learning tasks, such as training a large language model (LLM) and other types of machine learning models. However, the need for human cognition and i Read more…
Data and Algorithms: The Building Blocks of Artificial Intelligence
At its core, Artificial Intelligence (AI) is the product of two components –the first is data and the second is algorithms. Diverse types of algorithms exist, each potentially displaying a level of complexity. Among th Read more…
Why Samsara Picked Ray to Train AI Dashcams
When the engineers at Samsara began building their first smart dashcam several years ago, they found themselves using a series of different frameworks to collect data from the IoT devices, train the machine learning mode Read more…
Unlocking the Potential of AI and ML in Healthcare Today
The integration of artificial intelligence (AI) and machine learning (ML) in healthcare has brought about remarkable advancements in patient care, diagnosis, and treatment. These cutting-edge technologies have revolution Read more…
DataRobot Announces New Enterprise-Grade Functionality to Close the Generative AI Confidence Gap and Accelerate Adoption
DataRobot, one of the leading providers of AI solutions for enterprises, has announced new updates to close the generative AI (GenAI) confidence gap and to accelerate AI solutions from prototype to production. The update Read more…
It’s a Snowday! Here’s the New Stuff Snowflake Is Giving Customers
Snowflake made a slew of announcements today during its “Snowday 2023” launch event, including a new generative AI offering dubbed Cortex, updates to its Snowpark environment for traditional machine learning, support Read more…
KNIME Releases a State of Data Science and Machine Learning Survey
KNIME, a data science company focused on making analytics accessible to all, in collaboration with Enterprise Strategy Group (ESG) released a survey on the state of data science and machine learning. ESG is a research, v Read more…
Landing AI Seeks Speed and Simplicity for Computer Vision Apps
It may surprise you to learn that, despite the massive hype around large language models, investments in computer vision AI continue to be made. One of the companies accelerating development in this field is Andrew Ng’ Read more…
Duet AI Goes Everywhere in Google’s Cloud
Google Cloud introduced several more uses for Duet AI, the AI interface unveiled earlier this year. Data engineers will be singing duets with integrations for BigQuery, AlloyDB, and Cloud Spanner, while data analysts wil Read more…
Virtualitics Takes Data Viz Tech from Stars to Wall Street
You can’t know what you can’t see. That sums up the approach to data by Virtualitics, which was spun out of Caltech to commercialize AI-powered data visualization technology originally developed for astronomy. With t Read more…
Zoom Data Debacle Shines Light on SaaS Data Snooping
Zoom upset customers when it failed to properly inform them it was using audio, video, and transcripts of calls to train its AI models. Are similar data pitfalls lurking for other software providers? Zoom was forced i Read more…
Why LLMOps Is (Probably) Real
The jury is still out whether MLOps will survive as a discipline independent of DevOps. There are some who believe MLOps is real, and others who don’t. But what about LLMOps? There are indicators that practitioners nee Read more…
Salesforce Goes BYOM for AI
Salesforce today launched Einstein Studio, a bring-your-own-model (BYOM) AI development tool that allows customers to bring AI models they have already developed on Amazon SageMaker or Google Cloud Vertex AI to bear on t Read more…
DataRobot CEO Sees Success at Junction of Gen AI and ‘Classical AI’
What’s the next generation of enterprise AI going to look like? If you ask DataRobot CEO Debanjan Saha, enterprises will see the most business benefits by combining new generative AI tools and techniques with the class Read more…
What Is MosaicML, and Why Is Databricks Buying It For $1.3B?
Databricks shocked the big data world last week when it announced plans to acquire MosaicML for a cool $1.3 billion. With just $1 million in revenue at the end of 2022 and $20 million so far this year, some speculated th Read more…
The Demand for AI/ML Skills Is Growing
The digital skills gap persists, with a growing number of workers unprepared for the continuing digital transformations of companies around the globe and across business sectors. And right now, the shortage is particular Read more…
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