DSC Webinar Series: Graph Algorithms Combined with ML are Saving the World
Graph algorithms such as PageRank, community detection and similarity matching have moved from the classroom to the data scientist’s and business analyst’s to...
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DSC Webinar Series: How to Create Mathematical Optimization Models with Python
With mathematical optimization, companies can capture the key features of their business problems in an optimization model and can generate optimal solutions (which are u...
DSC Webinar Series: Augmented Analytics for Today’s Business User
Augmented Analytics is no longer the future – it’s now. The next generation of BI and analytics is here, and it relies heavily on AI. But with all the hype, there�...
Time for a Chatbot Tune-Up
Summary: Now that you have a little time for introspection, how about reviewing the performance of your chatbots. Chances are this lock down period has given you a litt...
How COVID-19 is Likely to Change Your AI Strategy
Summary: COVID-19 and the changes it creates in the business environment for the next 12 to 24 months means our current AI strategies need to thoroughly reviewed and pr...
Podcast 4: Production Model Governance: MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Podcast 3: Production Lifecycle Management: MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Podcast 2: Production Model Monitoring
You want to scale your use of AI, but you are blocked by production issues. Which means that data scientists have to help deploy and maintain their models, which is costl...
Podcast 1: Tackling the Challenges of Production Model Deployment with MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Model Transparency and the Complication of Model-Based vs Model-Free Learning
Summary: High stakes models like those that allocate scarce resources to competing hospitals are headline news. New thinking contrasting model-based versus model-free...