ODSC - Open Data Science

MARCH 6, 2023

In the first blog, we’re going to discuss the technical side of things, such as what languages and platforms people are using. For the last part of the first blog in this series, we asked about what areas of the field data scientists are interested in as part of the machine learning survey.

Machine Learning 116

Machine Learning Deep Learning Data Science Big Data 116

IBM Journey to AI blog

DECEMBER 18, 2023

Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. The post 5 things to know: Driving innovation with AI and hybrid cloud in the year ahead appeared first on IBM Blog.

AI 175

AI AI Generative AI AI Modeling 175

ODSC - Open Data Science

MAY 4, 2023

Generating Content-Based Recommendations for Millions of Merchants and Products Shopify has developed a world-class recommendation engine for its website. Generating Content-Based Recommendations for Products, Chaining Together Models, and ODSC East is Next Week! Here’s a peak under the hood at how it works.

Large Language Models 52

Large Language Models Deep Learning Natural Language Processing Artificial Intelligence 52

ODSC - Open Data Science

JUNE 15, 2023

How to Fine-Tune and Serve LLMs Simply, Quickly, and Cost-Effectively Using Ray + DeepSpeed + HuggingFace In this blog, we share a practical approach on how you can use the combination of HuggingFace, DeepSpeed, and Ray to build a system for fine-tuning and serving LLMs, in 40 minutes for less than $7 for a 6 billion parameter model.

Data Scientist 52

Data Scientist Neural Network Data Science Generative AI 52

DataRobot Blog

JULY 13, 2022

Gartner disclaims all warranties, express or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. Gartner research publications consist of the opinions of Gartner research organization and should not be construed as statements of fact.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 105

Heartbeat

JUNE 13, 2023

Also, these techniques can be costly, which is a problem for small merchants or retailers. These approaches are reactive, meaning they only deal with the problem after harm has already happened. Computer vision (CV) is a subset of AI that focuses has the potential to revolutionize how retailers identify and stop product losses.

Computer Vision 52

Computer Vision Deep Learning Automation Algorithm 52

IBM Journey to AI blog

FEBRUARY 6, 2024

Those who formerly had no chance to participate in the economy, except through cash and the generosity of others, can now make payments at a merchant using India’s UPI digital real-time payments system.

Automation 242

Automation 242

Snorkel AI

AUGUST 22, 2023

The following was originally published on Wayfair’s tech blog. Merchants or Category managers) and data scientists to rapidly correct errors or augment the validation dataset as necessary, addressing these challenges. We have cross-posted it here, edited only to fit Snorkel’s formatting guidelines.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 22, 2023

The following was originally published on Wayfair’s tech blog. Merchants or Category managers) and data scientists to rapidly correct errors or augment the validation dataset as necessary, addressing these challenges. We have cross-posted it here, edited only to fit Snorkel’s formatting guidelines.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

AWS Machine Learning Blog

MAY 2, 2023

decode("utf8")) predictions = response_body["outputs"][0]["data"] CLASS_LABELS = ["NOT FRAUD", "FRAUD"] predictions = [CLASS_LABELS[int(idx)] for idx in predictions] print(predictions) The notebook referred in the blog can be found in the GitHub repository. astype(str).tolist() astype("float32").tolist() astype(str).tolist()

ML 64

ML Auto-classification Python Machine Learning 64

AWS Machine Learning Blog

MAY 10, 2023

Special thanks to everyone who contributed to the launch: Backend: Huayuan (Alice) Wu Krittaphat Pugdeethosapol Yanda Hu John He Esha Dutta Prashanth Front end: Kaiz Merchant Ed Cheung About the Authors Janisha Anand is a Senior Product Manager in the SageMaker Low/No Code ML team, which includes SageMaker Autopilot.

ML 74

ML Metadata Software Development Data Scientist 74

AWS Machine Learning Blog

MARCH 28, 2024

Amazon’s investments in ecommerce and logistics capabilities have also enabled the creation of services like Buy with Prime, which helps merchants with direct-to-consumer websites drive conversion from views to purchases.

LLM 111

LLM Auto-complete Auto-classification Generative AI 111

AWS Machine Learning Blog

APRIL 19, 2023

In a real-world scenario, features related to cardholder spending patterns would only form part of the model’s feature set, and we can include information about the merchant, the cardholder, the device used to make the payment, and any other data that may be relevant to detecting fraud. Let us know what you think.

ML 77

ML Data Scientist Big Data Machine Learning 77