Carla Martins – Medium

Carla Martins

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CodeX

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
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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

Introducing My Second Book: Image Processing & Computer Vision

Available at Amazon

Sep 9

Introducing My Second Book: Image Processing & Computer Vision

Sep 9

Carla Martins

(20) OPTIMIZATION: Adaptive Moment Estimation — ADAM

The popular optimization algorithm and the last one in this series

Jul 31

(20) OPTIMIZATION: Adaptive Moment Estimation — ADAM

Jul 31

Carla Martins

(19) OPTIMIZATION: AdaDelta — Stability and Adaptability

An alternative algorithm when ADAGRAD and RMSprop don’t have the necessary stability

Jul 15

(19) OPTIMIZATION: AdaDelta — Stability and Adaptability

Jul 15

Carla Martins

(18) OPTIMIZATION: Root Mean Squared Propagation or RMSprop

Preventing ADAGRAD learning rate from decreasing to rapidly

Jun 18

(18) OPTIMIZATION: Root Mean Squared Propagation or RMSprop

Jun 18

Carla Martins

(17) OPTIMIZATION: Adaptive Gradient Algorithm or ADAGRAD

Adapting the learning rate for each parameter

May 18

(17) OPTIMIZATION: Adaptive Gradient Algorithm or ADAGRAD

May 18

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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