How Data Science can transform the face, body & functioning of Logistics
Data is the new fuel- it drives businesses towards exponential growths. It has the power to transform operational and add intelligent insights with its immense potential....
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Comparing Model Evaluation Techniques Part 2: Classification and Clustering
In part 1, I compared a few model evaluation techniques that fall under the umbrella of ‘general statistical tools and tests’. Here in Part 2 I compare three...
Linear and logistic regression in Excel and R: try this free add-in (RegressIt)
Excel is often poorly regarded as a platform for regression analysis. The regression add-in in its Analysis Toolpak has not changed since it was introduced in 1995, and i...
Visualizing and Animating Optimization Algorithms with Matplotlib
This article was written by Louis Tiao. In this series of notebooks, we demonstrate some useful patterns and recipes for visualizing animating optimization algorithms ...
Let's Add Coding to Writing in Mathematics
One of my most memorable experiences during my college years was having an English professor who spoke entirely in complete sentences.There were no spoken sentence fragme...
Value Chains vs Network…Make Way for Co-creation Business Models
Before I kick off this new blog, I’m happy to announce the release of my 3rd book” “The Art of Thinking Like A Data Scientist”. This book is designed to be ...
Streamlining Predictive Modeling Workflow with Sagemaker and Essentia
Ecommerce sites generate tons of web server log data which can provide valuable insights through analysis. For example, if we know which users are more likely to buy a pr...
Building Neural Network in Keras
A neural network is a series of algorithms that aims to identify underlying relationships in a set of data through a process that is similar to the way the human brain fu...
Free book: The #dataengineering cookbook by Andreas Kretz
I found an interesting, free book which is still a work in progress book – The Data Engineering Cookbook I will be contributing through the author (Andreas Kretz.com...
5 Reasons You Need a Better Data Management Solution
Congratulations. It took time, but you’re data-driven. You’ve got data scientists to crunch numbers, a fully stocked data lake, and analysts to make it all make sense...