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Tableau and DotData partner on AI automation, visualization

Tableau and DotData partner to help data scientists and engineers accelerate machine learning automation while adding a visualization layer to model building.

By Esther Shittu • Sept. 15, 2021

Model optimization methods to cut latency, adapt to new data

This last part of the series on machine learning explains two final model optimization techniques: lightweight model implementation and incremental model learning.

By Arcitura Education • Sept. 14, 2021

ML model optimization with ensemble learning, retraining

Making ML models better post-deployment can be accomplished. Learn the ins and outs of two key techniques: ensemble learning and frequent model retraining.

By Arcitura Education • Aug. 20, 2021

DataRobot acquires Algorithmia to further MLOps goal

DataRobot continues to pursue its growth-by- acquisition strategy by buying MLOps vendor Algorithmia in a bid to become a full-service machine learning platform provider.

By Shaun Sutner • July 27, 2021

recurrent neural networks

A recurrent neural network (RNN) is a type of artificial neural network commonly used in speech recognition and natural language processing.

By TechTarget Contributor, Nicole Laskowski • July 12, 2021

2 supervised learning techniques that aid value predictions

Learn how two supervised machine learning techniques -- numerical prediction and category prediction -- work to predict values and, thus, can aid model training.

By Arcitura Education • June 16, 2021

DataRobot integrates AI modeling tools with Snowflake

The AI vendor and cloud data warehouse vendors' latest collaboration will enable joint customers to develop and deploy AI models with fewer production lags.

By Paula Rooney, News Writer • June 9, 2021

Wrangling data with feature discretization, standardization

A variety of techniques help make data useful in machine learning algorithms. This article looks into two such data-wrangling techniques: discretization and standardization.

By Arcitura Education • June 8, 2021

2 data-wrangling techniques for better machine learning

Before data can be usefully inputted into algorithms, it must first be prepared. Learn two of the techniques that do the job and make machine learning work.

By Arcitura Education • May 11, 2021

Data scientists vs. machine learning engineers

The positions of data scientist and machine learning engineer are in high demand and are important for enterprises that want to make use of their data and use AI.

By Mary Pratt • May 5, 2021

Moving beyond NLP to make chatbots smarter

Machine reasoning could help chatbots better understand context, which is crucial to understanding human emotions and formulating emotionally relevant responses.

By Kathleen Walch, Cognilytica • April 29, 2021

How feature selection, extraction improve ML predictions

In this discussion of machine learning patterns, learn how feature selection and feature extraction help make data more useful and, thus, improve predictions.

By Arcitura Education • April 22, 2021

IBM acquires MyInvenio to build its automation portfolio

IBM could use MyInvenio's process mining platform to direct its customers to its automation and AI portfolio, a practice that other technology vendors are using.

By Mark Labbe • April 15, 2021

Associativity, graphical summary computations aid ML insights

Associativity computation and graphical summary computation allow for more complex insights, and in turn improve predictions. Explore how these ML techniques work in practice.

By Arcitura Education • April 12, 2021

Common ML patterns: Central tendency and variability

Four common patterns provide approaches to solving machine-learning problems. Learn how two -- central tendency computation and variability computation -- work.

By Arcitura Education • March 23, 2021

Google will develop RPA with Automation Anywhere

Google Cloud and a top robotic process automation vendor team up to focus on automating back-office tasks and later industries such as financial services, healthcare and retail.

By Mark Labbe • March 15, 2021

Broad use of EHR voice assistants still years away

EHR voice assistants aren't much more than a Siri-type interface to the patient's healthcare record right now. But vendors and clinicians see big things for the tech.

By Makenzie Holland • March 9, 2021

Unsupervised machine learning: Dealing with unknown data

Learn how machine learning works when dealing with unclassified, unlabeled data sets and how, using certain algorithms and other practices, the system can learn on its own.

By Arcitura Education • March 6, 2021

The supervised approach to machine learning

In part 2 of our machine learning tutorial, learn how to use the supervised learning approach to machine learning to produce the best predictions.

By Arcitura Education • March 6, 2021

Mastercard senior VP talks about AI and fraud prevention

Mastercard uses and sells AI-powered technology to prevent fraud and has found that AI-powered services can inspire customer loyalty.

By Mark Labbe • March 5, 2021

Cutting through the fear of how AI will affect jobs through automation

Dive into Steven Shwartz's recent book, 'Evil Robots, Killer Computers, and Other Myths,' with a chapter excerpt on employment and the future of work.

By Kassidy Kelley; Fast Company Press • March 3, 2021

AWS SageMaker training, making machine learning accessible

Making machine learning more accessible and helping developers with AWS SageMaker training is at the core of Julien Simon's book, 'Learn Amazon SageMaker.'

By Joseph Carew, Packt Publishing • March 1, 2021

Robotics company Berkshire Grey will go public

Berkshire Grey is the latest AI firm to go public, after the robotics vendor said it will merge with a special-purpose acquisition company. The move comes amid a surge in AI IPOs.

By Mark Labbe • Feb. 24, 2021

Free machine learning course: Using ML algorithms, practices and patterns

This 13-lesson series offers an overview of machine learning and its applications for those hoping to break into the machine learning job market or learn more about this technology.

By Arcitura Education • Feb. 19, 2021

Introduction to using machine learning

The first part of our machine learning series, excerpted from training materials for Arcitura's Machine Learning Specialist certification, introduces algorithms, models and model training.

By Arcitura Education • Feb. 18, 2021