Leah Berg and Ray McLendoninTowards Data ScienceA Guide to Real-World Data Collection for Machine Learning5 Actionable Strategies to Optimize Your Data Collection Process·8 min read·Sep 5, 2023--2--2
Leah Berg and Ray McLendoninTowards Data ScienceThe Best Talks from PyCon US 2023Our thoughts on the largest Python conference in the world·11 min read·Apr 25, 2023----
Leah Berg and Ray McLendoninTowards AIHow ChatGPT Changed the Way I Approach Problem-SolvingHarnessing ChatGPT as a test-driven development partner·12 min read·Mar 27, 2023----
Leah Berg and Ray McLendoninTowards Data ScienceA Day in the Life of a Chief Data ScientistSpoiler alert — I don’t do much data science!·13 min read·Feb 6, 2023----
Leah Berg and Ray McLendonThe 100% Accuracy IllusionThe importance of setting realistic expectations in machine learning·5 min read·Jan 23, 2023----
Leah Berg and Ray McLendoninTowards Data ScienceIs Feature Engineering Dead?Assessing the role of feature engineering in modern data science·6 min read·Jan 10, 2023--1--1
Leah Berg and Ray McLendoninTowards Data ScienceA Day in the Life of a Data ScientistSpoiler alert — I don’t create any fancy machine learning models!·10 min read·Dec 19, 2022--10--10
Leah Berg and Ray McLendoninTowards Data ScienceThe Best Major/Degree for Data ScienceThere’s more to data science than math and computer science·7 min read·Nov 30, 2022--2--2
Leah Berg and Ray McLendoninTowards Data ScienceThe Key to Creating a High-Quality Labeled Data SetHow to provide the best experience for the people annotating your data·7 min read·Nov 18, 2022----
Leah Berg and Ray McLendoninTowards Data ScienceLean Machine Learning: Running your Proof of Concept the Lean Startup Way (part 3)How to transform the way you build machine learning products·11 min read·Jun 28, 2022----