Real-World Machine Learning Case Study: Clustering Transactions Based on Text Descriptions
Introduction We are living in the era of digital technologies. When was the last time you walked into a shop that didn’t have a …
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Introduction to ANOVA for Statistics and Data Science (with COVID-19 Case Study using Python)
Introduction “A fact is a simple statement that everyone believes. It’s innocent, unless found guilty. A Hypothesis is a novel suggestion that no one …
Partner and Affiliate Monitoring: The Benefits of AI Over Traditional Methods
Introduction We are living in the midst of a global revolution right now. The business world of today is more interconnected than ever, not …
Can you Lie to your Deep Learning Model?
Can you fool your deep learning model? What does lying to your deep learning model even entail? This question we’re sure most of you …
Coronavirus Analysis: Will Social Distancing Help Prevent the Spread?
Introduction We are in the midst of a global crisis. The coronavirus, or COVID-19, has officially been declared a pandemic and it is wreaking …
Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures
Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning …
Understanding Class Sensitivity in Classification Problems (using a CIFAR-10 Case Study!)
Overview A fascinating deep dive into the problem of how many classes should you use in a classification problem The authors present their findings …
Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists
Introduction We are in the midst of a deep learning revolution. Unprecedented success is being achieved in designing deep neural network models for building …
10 Useful Data Analysis Expressions (DAX) Functions for Power BI Beginners
Introduction We have worked on plenty of drag-and-drop tools in our business intelligence (BI) journey. But none has come close to matching the Swiss …
Extracting and Analyzing 1000 Basketball Games using Pandas and Chartify
Introduction I love descriptive statistics. Visualizing data and analyzing trends is one of the most exciting aspects of any data science project. But what …
