Leah Berg and Ray McLendon – Medium

Leah Berg and Ray McLendon

Leah Berg and Ray McLendon
in
Towards Data Science

A Guide to Real-World Data Collection for Machine Learning

5 Actionable Strategies to Optimize Your Data Collection Process

8 min readSep 5, 2023

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A Guide to Real-World Data Collection for Machine Learning

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Leah Berg and Ray McLendon
in
Towards Data Science

The Best Talks from PyCon US 2023

Our thoughts on the largest Python conference in the world

11 min readApr 25, 2023

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The Best Talks from PyCon US 2023

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Leah Berg and Ray McLendon
in
Towards AI

How ChatGPT Changed the Way I Approach Problem-Solving

Harnessing ChatGPT as a test-driven development partner

12 min readMar 27, 2023

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How ChatGPT Changed the Way I Approach Problem-Solving

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Leah Berg and Ray McLendon
in
Towards Data Science

A Day in the Life of a Chief Data Scientist

Spoiler alert — I don’t do much data science!

13 min readFeb 6, 2023

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A Day in the Life of a Chief Data Scientist

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Leah Berg and Ray McLendon

The 100% Accuracy Illusion

The importance of setting realistic expectations in machine learning

5 min readJan 23, 2023

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The 100% Accuracy Illusion

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Leah Berg and Ray McLendon
in
Towards Data Science

Is Feature Engineering Dead?

Assessing the role of feature engineering in modern data science

6 min readJan 10, 2023

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Is Feature Engineering Dead?

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Leah Berg and Ray McLendon
in
Towards Data Science

A Day in the Life of a Data Scientist

Spoiler alert — I don’t create any fancy machine learning models!

10 min readDec 19, 2022

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A Day in the Life of a Data Scientist

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Leah Berg and Ray McLendon
in
Towards Data Science

The Best Major/Degree for Data Science

There’s more to data science than math and computer science

7 min readNov 30, 2022

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The Best Major/Degree for Data Science

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Leah Berg and Ray McLendon
in
Towards Data Science

The Key to Creating a High-Quality Labeled Data Set

How to provide the best experience for the people annotating your data

7 min readNov 18, 2022

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The Key to Creating a High-Quality Labeled Data Set

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Leah Berg and Ray McLendon
in
Towards Data Science

Lean 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 readJun 28, 2022

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Lean Machine Learning: Running your Proof of Concept the Lean Startup Way (part 3)

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Leah Berg and Ray McLendon

Leah Berg and Ray McLendon

Experienced Data Scientists, Lifelong Learners, Teachers on @skillshare, https://www.DataScienceRebalanced.com

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