In this episode of the Codurance Talks podcast, José E. Rodríguez Huerta chats to Riccardo Volpato, Data Scientist and Software Engineer at Satalia, a world-leading enterprise AI company.
The fascinating conversation covered both the academic and business applications of Machine Learning, AI and Data Science with Riccardo helping to demystify what can be a complex topic to understand, especially for those that are just starting out in their journey.
Areas discussed during this fun and entertaining conversation included:
- The history of AI and Machine Learning
The challenges around implementing Machine Learning compared to other enterprise solutionsBuilding integrity into data setsThe challenges that unintended changes can bring to algorithm results eg. Covid-19Real-world practical applications of Machine Learning from ice cream sales to autonomous cars!Understanding abstractionsIssues around ethics and bias in the algorithm Trends in Machine Learning, including Vision & Language, Forecasting & Modeling, Application within Science and Modeling Real World PhenomenaRecommendations on how to get started