Farhad Malik

FinTechExplained

Explaining complex mathematical, financial and technological concepts in simple terms. Editor of FinTechExplained on Medium. Contact: FarhadMalik84@googlemail.com

What Is Dimension Reduction In Data Science?

By Farhad Malik, FinTechExplained on January 31, 2019 in Data Science, Dimensionality Reduction, Linear Discriminant Analysis, Principal component analysis
An extensive introduction into Dimension Reduction, including a look at some of the different techniques, linear discriminant analysis, principal component analysis, kernel principal component analysis, and more.
How To Fine Tune Your Machine Learning Models To Improve Forecasting Accuracy

By Farhad Malik, FinTechExplained on January 23, 2019 in Cross-validation, Forecasting, Machine Learning, Overfitting, Time Series
We explain how to retrieve estimates of a model's performance using scoring metrics, before taking a look at finding and diagnosing the potential problems of a machine learning algorithm.
End To End Guide For Machine Learning Projects

By Farhad Malik, FinTechExplained on January 14, 2019 in Machine Learning, Workflow
Let’s imagine you are attempting to work on a machine learning project. This article will provide you with the step to step guide on the process that you can follow to implement a successful project.

Farhad Malik

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