This article discusses the needs and challenges of enterprise AI for product innovation based on Winnie Cheng’s presentation at Data Science Salon NYC on the same topic. Winnie Cheng is a director of AI in PWC’s innovation hub with more than 20 years of experience in...
Getting an E-Commerce system to function reliably is not a trivial task. It is a sophisticated ecosystem that involves understanding complex dynamics between the customers, products, fulfillment methods, inventory planning, pricing, etc. For instance, take product...
Software development is a learning process in itself. Not only do developers learn in retrospect, but they also need to frequently update a piece of code while working on a project. This iterative development process oftentimes calls for updating the code in the light...
If you have built machine learning pipelines, you must have faced questions like “How does this model generalize well on unseen data?”. One of the most critical assumptions in building a successful machine learning model is that it can generalize on the previously...
It is very hard to put all the emotions in one post about Data Science Salon Miami Hybrid 2022 and Miami Machine Learning Week, which happened from September 20-23, 2022. The fact that this was our fifth Data Science Salon in Miami and the first large in-person event...
Picture this: On average, organizations lose about $12.9 million due to poor data quality. While the short-term impact is on the revenue, the long-term effect of insufficient data is poor decision-making and data ecosystems’ complexities. The solution? A robust...
Before getting into the details of an Artificial Intelligence (AI) Strategy, let’s first set the foundation to understand what a strategy is. A strategy is the roadmap of the enterprise goals or tasks that a business must achieve. But what are these goals, and how do...
Everything a computer knows or sees is in the form of either ones or zeros. This combination of ones and zeros allows computers to store data and perform mathematical operations. Ones and zeros are also referred to as bits. Computers have electrical components...
As AI and machine learning techniques are evolving quickly, data scientists need to constantly inform themselves in order to keep up with the latest breakthroughs and trends. A great way to do so is by attending conferences, which offer the opportunity to meet other...
Running into an old work buddy, chatting about the most cutting-edge technologies with like-minded people and learning from the best in data science via engaging live sessions. This is the in-person DSS event experience that we have missed so much for the past two...