Tag: Machine Learning
The Future of Retail with Behavioral Data

The Future of Retail with Behavioral Data

Data-driven shopping experiences and higher customer expectations define the modern retail dynamics. As the industry becomes more competitive, retailers face the challenge of providing a meaningful and personalized buying experience. Retailers are increasingly...

The Power of Holistic ML for Business Growth

The Power of Holistic ML for Business Growth

With the recent advancements in machine learning (ML),  organizations can use algorithms to positively influence every stage of the business growth cycle - from customer acquisition, to activation, retention and referral. However, an ML system applied in one...

Driving Innovation in Ecommerce with AI: Best Practices and Trends

Driving Innovation in Ecommerce with AI: Best Practices and Trends

Retail and eCommerce companies are embracing AI and machine learning (ML) technologies in order to gain valuable insights, automate marketing, forecast demand and much more. Implementing a successful AI system includes model building but it goes far beyond that. It...

How Stitch Fix uses AI to predict what style a customer will love

How Stitch Fix uses AI to predict what style a customer will love

The days of walking miles up and down shopping streets to find an appropriate dress are long gone. Online services like Stitch Fix leverage data and algorithms to help customers find the clothes they love. Combining AI with the experience of expert stylists they can...

How to Use Data and AI to Measure ESG Performance

How to Use Data and AI to Measure ESG Performance

ESG (Environmental, Social and Governance) investing is a great umbrella term to describe responsible investing (RI), a way to evaluate companies beyond financial factors. In other words, ESG is a way of measuring the impact of companies on the environment and...

Five things you might not be considering about your MLOps needs

Five things you might not be considering about your MLOps needs

MLOps—short for “machine learning operations”—has become a buzzword in recent years, and for good reason. Algorithmia’s 2021 enterprise trends in machine learning report found that while organizations have dramatically increased their investments in machine...

Making Sure People Count with Big Data and Machine Learning

Making Sure People Count with Big Data and Machine Learning

The US Constitution bases representation in Congress on an "actual enumeration" carried out at least once every ten years. Last year, there was a large fight over this obscure clause, ending in a supreme court decision re-affirming that all permanent residents should...

Highlights and Takeaways from DSSVirtual at VBTransform 2021

Highlights and Takeaways from DSSVirtual at VBTransform 2021

DSSVirtual at Venture Beat’s Transform 2021 took place virtually on July 12th and featured nine data science experts who shared their strategies to improve the current state-of-the-art and the future of machine learning and data science in the enterprise. The...

Time Series Forecasting in Retail

Time Series Forecasting in Retail

Businesses frequently face the challenge of anticipating the future as accurately as possible when making operational, tactical, and strategic decisions. They want to know if their sales and expenses will increase or decrease in the future, if their stocks will last...