Carla Martins – Medium

Carla Martins

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Carla Martins

Extreme Imbalanced Data — The Worst Data Scientist Nightmare

And the Accuracy Trap

Jun 17, 2022

Extreme Imbalanced Data — The Worst Data Scientist Nightmare

Jun 17, 2022

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Carla Martins

Setting MacBook ARM processor for Data Science and Machine Learning

Tutorial for M1, M1 Pro, M1 Max and M2

Aug 2, 2022

Setting MacBook ARM processor for Data Science and Machine Learning

Aug 2, 2022

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Carla Martins
in
Towards AI

10 Commonly Used Loss Functions Explained with Python Code

Understanding Loss Functions in Machine Learning

Aug 17, 2022

10 Commonly Used Loss Functions Explained with Python Code

Aug 17, 2022

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Carla Martins
in
Towards AI

How to Detect Outliers Using Visualization Tools and Statistical Methods

With Python code

Sep 9, 2022

How to Detect Outliers Using Visualization Tools and Statistical Methods

Sep 9, 2022

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Carla Martins
in
Dev Genius

How I created my own Data Science job

Starting from Health Technology background

Nov 25, 2021

How I created my own Data Science job

Nov 25, 2021

Carla Martins

CS(7) Probability Distributions for Computational Statistics

Modeling real-world phenomena

13h ago

CS(7) Probability Distributions for Computational Statistics

13h ago

Carla Martins

CS(6) Standard Error and Precision of Monte Carlo Estimates

How close are we to the actual value

5d ago

CS(6) Standard Error and Precision of Monte Carlo Estimates

5d ago

Carla Martins

CS(5) Importance Sampling for Monte Carlo Estimation

Sampling from a distribution that matches the shape of the function

6d ago

CS(5) Importance Sampling for Monte Carlo Estimation

6d ago

Carla Martins

CS(4) Hit or Miss Method

The Bounding Rectangle

Nov 13

CS(4) Hit or Miss Method

Nov 13

Carla Martins

CS(0) Brief Introduction to Integrals

And Intro to Computational Statistics

Nov 12

CS(0) Brief Introduction to Integrals

Nov 12

Carla Martins

Carla Martins

Compulsive learner. Passionate about technology. Speaks C, R, Python, SQL, Haskell, Java and LaTeX. Interested in creating solutions.

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