Optimizers in Machine Learning, Featuring Maciej Balawejder - ML 077
Ben and Michael interview Maciej Balawejder, a mechanical engineering student passionate about AI, ML, and robotics. As an active contributor on Medium.com, Maciej has already made significant contri...
23 Jun 202248min
Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076
After ensuring your data has surpassed the hyper parameter tuning phase, what is the next step in your EDA protocol? Today on the show, Ben and Michael continue the discussion on EDA methodology withi...
16 Jun 202250min
Exploratory Data Analysis (EDA) in Machine Learning - ML 075
EDA is primarily used in machine learning to see what data can reveal beyond the formal modeling or hypothesis testing task and provides a better understanding of data set variables and the relationsh...
9 Jun 202249min
Apache Spark (Pt. 2): MLlib - ML 074
MLlib is Apache Spark's scalable machine learning library. Today, Ben and Michael discuss the ease of use, performance, algorithms, and utilities included in this library and how to execute the best M...
2 Jun 202252min
Apache Spark Integration and Platform Execution for ML - ML 073
Apache Spark is a lightning-fast unified analytics engine for large-scale data processing and machine learning. In this episode, Ben and Michael unpack Spark by ping-ponging questions and answers, su...
26 Mai 202236min
Two Case Studies: Production ML infrastructure and Recommendation Engines - ML 072
Ben and Michael walk through two different cases studies relative to production ML infrastructure and recommendation engines. The first is about a free on-line tutoring service for underserved commun...
18 Mai 202253min
Using AI and ML to Help Humans, Not Replace Them - ML 071
Ben interviews Michael Griffiths, Director of Data Science at ASAPP, a company leveraging AI and ML to augment and automate human work, improve operational efficiencies and customer experiences, and u...
12 Mai 202243min
AutoML Discovery and Approach - ML 070
AutoML (automated machine learning) has become a hot topic over the past few years. Abid Ali Awan joins the show to share his approach to AutoML, when and how to utilize it compared to classic approac...
4 Mai 202243min
