In the era of data science and data being “the new oil” what is the value of data analytics to today’s leaders and managers and how can they use this capability to derive sustained competitive advantage?

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What are the Benefits to Firms Leveraging Data Analytics?


Building a re-usable interactive and batch calculator for normal and binomial confidence intervals in Python and Jupyter Notebook

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Background


Outliers

Generating some data

Function Definition

Function Testing


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Background


Exploring confidence intervals and hypothesis testing with a realistic worked example and easy-to-follow steps

Introduction


How to create a simple class to optimise thresholds for precision, recall, f1 score, accuracy, tpr — fpr or custom cost functions

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Background


From first principles to deployment in a production environment including worked examples and easy-to-follow explanations

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Introduction

Background

Graham Harrison

Group Director of IT, Information Management and Projects at The Lincoln College Group

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