Keras Library: Understanding Optimizer

Introduction Hello everyone, the supporters across the globe the constant followers and viewers of The Datum blogs. The Datum was started with single motivation to transfer the best practices in Data Science and Machine Learning, and staying true to that we have been sailing over 70 countries today! Thanks a ton. With constant learning in…

Diabetes Prediction with Ensemble Techniques

Till your good is better and better is best! ENSEMBLE Yes, the above quote is so true. We humans have ability to rate things and find some or the other matrices to measure things and evaluate them or their performances. Similarly, in Data Science you can measure your model’s accuracy and performance! The very first…

Deploying Natural Language Processing for Product Reviews

Introduction We have data all around us and there are of two forms of data namely; tabular and text. If you have good statistical tools tabular data has a lot to convey. But it is really hard to get something out of the text, especially the natural language spoken text. So what is natural language?…

USA – Arrests: Hierarchical Clustering using DIANA & AGNES

Introduction Data Science and Machine Learning are furtive, they go un-noticed but are present in all ways possible and everywhere. They contribute significantly in all the fields they are applied and leave us with evidence which we can rely on and take data-driven directions. Today, a very interesting area we are going to see an…

Breast Cancer Classification & Prediction using Neural Networks

Multiple Datum’s form Data, mindless Data can do wonders. Mindful you and me together can do magic!  Introduction How often are you in a situation where you have 2 alternatives either yes or a no, black or a white, and so on. These are instances where you ‘classify’ your scenario into only two solutions, a…

Animated Visualization using Tableau

What you see is what you perceive ~ Visualization Introduction Visualization is one of an integral part in Data Science, you have to have a complete idea of the data you working on in and out. Visualization is a technique wherein you can visually interpret numeric data in the form of shapes usually by plotting…

Prediction Analysis with Neural Networks and Linear Regression

Preface A new week and a new algorithm to learn. This is how diversified Data Science is and also it is spread widely across multiple tangents. The new tangent in Data Science which we are discussing today is Neural Networks. As mentioned Data Science is widely spread across multiple tangents this can be confusing at…

Linear Regression and Predictions

Multiple Datums can form Data, Mindless Data can do wonders, Mindful you and me can do magic, because together we can get better!! Introduction Whenever we take a crucial decision it is largely dependent on multiple things/instances that affect the final decision to be taken. For example, suppose we need to sell a used car….

Machine Learning: Association Rule Mining

With the increase in love and support that ‘The Datum’ experienced in just 3 weeks of commencement and reaching the boundaries of 16 countries all together, gives us real fuel to keep going and coming back better each time. Today, we are here with something really interesting known as ‘Association Rules’. The Datum will continue…

Machine Learning: Unsupervised – k means Clustering and Bootstrapping

1.Abstract This article is in continuation to our previous topic ‘Unsupervised Machine Learning’. Today I’m giving you another powerful tool on this topic named ‘k means Clustering‘. The work in this article is on the continuation of the previous WHO data set featured in ‘Machine Learning: Unsupervised – Hierarchical Clustering and Bootstrapping’. This artifact demonstrates…