MLOps

36 Posts

Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023
MLOps

Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023

Google showcased a flood of new features in its latest bid to get ahead in the generative AI arms race. The company demonstrated AI features for consumers and developers at its annual I/O conference.

May 17, 20232 min read
Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023
MLOps

Google Adds AI Inside and Out: Generative AI highlights from Google I/O 2023

Google showcased a flood of new features in its latest bid to get ahead in the generative AI arms race. The company demonstrated AI features for consumers and developers at its annual I/O conference.

May 17, 20232 min read
Programmer’s Best Friend: Code generation services took off in 2022.
MLOps

Programmer’s Best Friend: Code generation services took off in 2022.

Behind schedule on a software project? There’s an app for that. Language models fine-tuned on computer code proved capable of generating software routines similar to the work of experienced developers — though the results can be hit-or-miss.

December 21, 20221 min read
Programmer’s Best Friend: Code generation services took off in 2022.
MLOps

Programmer’s Best Friend: Code generation services took off in 2022.

Behind schedule on a software project? There’s an app for that. Language models fine-tuned on computer code proved capable of generating software routines similar to the work of experienced developers — though the results can be hit-or-miss.

December 21, 20221 min read
Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models
MLOps

Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models

Nvidia, known for chips designed to process AI systems, is providing access to large language models. Nvidia announced early access to NeMo LLM and BioNeMo, cloud-computing services that enable developers to generate text and biological sequences respectively.

September 28, 20222 min read
Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models
MLOps

Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models

Nvidia, known for chips designed to process AI systems, is providing access to large language models. Nvidia announced early access to NeMo LLM and BioNeMo, cloud-computing services that enable developers to generate text and biological sequences respectively.

September 28, 20222 min read
Data Scientists on Data Science: Data Science Jobs Bring High Satisfaction
MLOps

Data Scientists on Data Science: Data Science Jobs Bring High Satisfaction

A survey of data scientists reveals a field of great opportunities but also room for improvement. The 2022 “State of Data Science” report from Anaconda, maker of a popular Python distribution, surveyed 3,493 students, teachers, and employees.

September 21, 20222 min read
Data Scientists on Data Science: Data Science Jobs Bring High Satisfaction
MLOps

Data Scientists on Data Science: Data Science Jobs Bring High Satisfaction

A survey of data scientists reveals a field of great opportunities but also room for improvement. The 2022 “State of Data Science” report from Anaconda, maker of a popular Python distribution, surveyed 3,493 students, teachers, and employees.

September 21, 20222 min read
Price Prediction Turns Perilous: How Covid Broke Zillow's Pricing Algorithm
MLOps

Price Prediction Turns Perilous: How Covid Broke Zillow's Pricing Algorithm

The real-estate website Zillow bought and sold homes based on prices estimated by an algorithm — until Covid-19 confounded the model’s predictive power. Zillow, whose core business is providing real-estate information for prospective buyers, shut down its house-flipping division after...

November 17, 20212 min read
Price Prediction Turns Perilous: How Covid Broke Zillow's Pricing Algorithm
MLOps

Price Prediction Turns Perilous: How Covid Broke Zillow's Pricing Algorithm

The real-estate website Zillow bought and sold homes based on prices estimated by an algorithm — until Covid-19 confounded the model’s predictive power. Zillow, whose core business is providing real-estate information for prospective buyers, shut down its house-flipping division after...

November 17, 20212 min read
ML in Production: Here are 6 essential papers for MLOps
MLOps

ML in Production: Here are 6 essential papers for MLOps

Deploying models for practical use is an industrial concern that generally goes unaddressed in research. As a result, publications on the subject tend to come from the major AI companies.

May 12, 20212 min read
ML in Production: Here are 6 essential papers for MLOps
MLOps

ML in Production: Here are 6 essential papers for MLOps

Deploying models for practical use is an industrial concern that generally goes unaddressed in research. As a result, publications on the subject tend to come from the major AI companies.

May 12, 20212 min read
MLOps for All: Google Cloud's Craig Wiley on how he builds AI products.
MLOps

MLOps for All: Google Cloud's Craig Wiley on how he builds AI products.

Craig Wiley has journeyed from the hand-deployed models of yore to the pinnacle of automated AI. Today, as chief product manager of Google Cloud’s AI services, he’s making advanced tools and processes available to anyone with a credit card.

May 12, 20213 min read
MLOps for All: Google Cloud's Craig Wiley on how he builds AI products.
MLOps

MLOps for All: Google Cloud's Craig Wiley on how he builds AI products.

Craig Wiley has journeyed from the hand-deployed models of yore to the pinnacle of automated AI. Today, as chief product manager of Google Cloud’s AI services, he’s making advanced tools and processes available to anyone with a credit card.

May 12, 20213 min read
Super-Human Quality Control: AI finds manufacturing flaws better than human inspectors.
MLOps

Super-Human Quality Control: AI finds manufacturing flaws better than human inspectors.

A computer vision model, continually trained and automatically updated, can boost quality control in factories. Landing AI, a machine learning platform company led by Andrew Ng, helped a maker of compressors for refrigeration check them for leaks.

May 12, 20212 min read

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