Isabella Lindgren – Medium

Isabella Lindgren

Isabella Lindgren
in
Towards Data Science

5 Reasons Why I Became a Data Scientist

The top deciding factors why I took the leap and decided to switch from being a biologist to a fully fledged data scientist.

5 min readMay 11, 2020

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5 Reasons Why I Became a Data Scientist

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Isabella Lindgren
in
Towards Data Science

Dealing with Highly Dimensional Data using Principal Component Analysis (PCA)

A beginners guide to PCA and how to implement it using sklearn (with code!)

6 min readApr 24, 2020

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Dealing with Highly Dimensional Data using Principal Component Analysis (PCA)

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Isabella Lindgren
in
Towards Data Science

5 Ways to Improve Your Data Science Skills in the time of COVID-19

Resources and ideas on how to up your data science game in 2020.

8 min readApr 9, 2020

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5 Ways to Improve Your Data Science Skills in the time of COVID-19

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Isabella Lindgren
in
Towards Data Science

A Beginner’s Guide to Deep Learning

A Crash Course on Artificial Neural Networks for new Data Scientists!

6 min readMar 24, 2020

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A Beginner’s Guide to Deep Learning

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Isabella Lindgren
in
Towards Data Science

Evaluation Metrics for Classification Problems in Machine Learning

A breakdown of the different ways to evaluate the quality of your classification machine learning model.

6 min readJan 28, 2020

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Evaluation Metrics for Classification Problems in Machine Learning

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Isabella Lindgren
in
Analytics Vidhya

The Dangers of Under-fitting and Over-fitting

Understanding the Bias-Variance Trade-off

5 min readDec 2, 2019

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The Dangers of Under-fitting and Over-fitting

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Isabella Lindgren
in
MyTake

Back to Basics: Hypothesis Testing

What is hypothesis testing? Why is it so important?

6 min readOct 9, 2019

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Back to Basics: Hypothesis Testing

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Isabella Lindgren

Transformations, Scaling and Normalization

By: Isabella Lindgren

5 min readJul 25, 2019

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Transformations, Scaling and Normalization

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Isabella Lindgren

Isabella Lindgren

Marine Biologist turned Health Researcher and Data Scientist. Connect with me! www.linkedin.com/in/isabellalindgren

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