Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140

Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140

Ben and Michael delve into the crucial aspects of coding, culture, and collaboration. From the importance of proper formatting and consistency in Python code to the challenges of changing organizational culture, they explore the impact of code quality on team dynamics and project success. They emphasize empathy, communication, and the power of a positive vision to drive change. Tune in to gain insights on tackling diverse problems, the role of documentation, and the significance of modularization in codebases. Join them as they navigate the world of development and seek to create a positive work environment where clear, understandable code thrives.
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Episoder(209)

How To Do Research Spikes - ML 093

How To Do Research Spikes - ML 093

Have you ever wondered how to efficiently learn topics? In this episode, we discuss how to conduct a research spike within an ML team setting. SponsorsChuck's Resume TemplateDeveloper Book Club starti...

10 Nov 202246min

How to Simplify Data Science with DagsHub Founders - ML 092

How to Simplify Data Science with DagsHub Founders - ML 092

Have you ever wondered why data science is hard? Well, in this episode we cover some common data science challenges and how the founders of DagsHub are looking to solve them.  SponsorsTop End DevsCoac...

27 Okt 202248min

How to Test ML Code - ML 091

How to Test ML Code - ML 091

In this show, we cover some practical tips for writing reliable ML code. Here are some of the questions we look to answer...What are tests and why should you use them?What's the difference between uni...

20 Okt 202244min

AGI, Neuron Simulators, and More with Charles Simon - ML 090

AGI, Neuron Simulators, and More with Charles Simon - ML 090

Charles Simon, BSEE, MSCs is a nationally recognized entrepreneur and software developer who has many years of computer experience in industry including pioneering work in artificial intelligence (AI)...

6 Okt 20221h 4min

Complex ML Models with Data Scientist Fernando Lopez - ML 089

Complex ML Models with Data Scientist Fernando Lopez - ML 089

Fernando Lopez joins the show today to share his ML insights with a video interview recruiting platform for candidate hiring.  Michael and Ben also deep dive into various related ML models and AI topi...

29 Sep 202257min

Distributed Time Series in Machine Learning - ML 088

Distributed Time Series in Machine Learning - ML 088

Today the panel discusses high level distributed time series models, using a hot dog stand company as the case study to anchor the understanding with these models. In this episode…Understanding use ca...

22 Sep 202247min

Time Series Models in Machine Learning - ML 087

Time Series Models in Machine Learning - ML 087

Today on the show, the panel discusses time series models, practical tips and tricks, and shares stories and examples of various models and the processes for optimal application in your ML workflows. ...

15 Sep 202253min

Optical Character Recognition (OCR) and Machine Learning with Ahmad Anis - ML 086

Optical Character Recognition (OCR) and Machine Learning with Ahmad Anis - ML 086

Optical character recognition, or OCR for short, is used to describe algorithms and techniques (both electronic and mechanical) to convert images of text to machine-encoded text.  Today on the show, A...

8 Sep 202253min

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