Preliminary Details required for Forecasting.

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Nathan Dumlao via Unsplash

Introduction:


Review Key Concepts in Machine Learning on an Email Spam Dataset

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Figure 1: Image Citation: Photo by Brett Jordan on Unsplash.


A powerful metaheuristic modeled off of Natural Selection.

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Figure 1: Image Citation: http://www.gilmannews.com/currentyear/2017/6/9/baseballstatistics

Introduction to Combinatorial Optimization:


With Examples in R

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Vlad Shapochnikov via Unsplash

Introduction:


Two Free Books you should have on your Digital Shelf.

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Rashtravardhan Kataria via Unsplash

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, II Edition.


Sometimes Linearity is not sufficient

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Nick Fewings via Unsplash

Introduction:


How imaginary numbers have a real impact.

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Figure 1: A representation of a Complex Function. These can be created once you understand what a complex function is. The Color represents the argument of the complex function, while the brightness/hue is represented by the magnitude. Image Citation: Creative Commons.

Introduction:


And how it can be applied to fit assumed distributions.

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Image Citation: Mor Itam on Unsplash.

Introduction:

  • We maximise parameters given observed data, that is, we want to find what the parameters should be to result in generating the data we observe with the highest probability. …


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Figure 1: An image visualising how ordinary regression compares to the Lasso, the Ridge and the Elastic Net Regressors. Image Citation: Zou, H., & Hastie, T. (2005). Regularization and variable selection via the elastic net.

And why you should learn alternative regression techniques

Introduction:


And why you should consider learning one.

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Figure 1. Image Citation: https://unsplash.com/photos/xrVDYZRGdw4

About

Robby Sneiderman

-BSc Mathematics-MSc Statistics.

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