Machine Learning

A collection of articles on Machine Learning that teach you the concepts and how they’re implemented in practice.

machine learning ['Collections'] Machine Learning

A collection of articles on Machine Learning that teach you the concepts and how they’re implemented in practice.

Dr. Shahin Rostami Dr Shahin Rostami avatar

Dr. Shahin Rostami

1 min read
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Machine Learning

A collection of articles on Machine Learning that teach you the concepts and how they’re implemented in practice.

Using tools such as, Tensorflow, Keras, Pandas, Kaggle, and more.

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Software Setup

Software Setup

11 min read
Standard Deviation

Standard Deviation

5 min read
Pairwise Comparison

Pairwise Comparison

11 min read
Getting Started with Kaggle

Getting Started with Kaggle

8 min read
Exploratory Data Analysis

Exploratory Data Analysis

18 min read
Experimental Design

Experimental Design

24 min read
Data Wrangling and Experiment Implementation

Data Wrangling and Experiment Implementation

22 min read
Results Analysis

Results Analysis

17 min read
Class Imbalance and Oversampling

Class Imbalance and Oversampling

17 min read
Oversampling the Cardiotocography Data Set

Oversampling the Cardiotocography Data Set

6 min read

From the collection

Machine Learning

A collection of articles on Machine Learning that teach you the concepts and how they’re implemented in practice.