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Neeraj's Blog (7)

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 model that you build, you can set its matrices from the results and these matrices become your…

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Added by Neeraj on August 6, 2019 at 4:30am — No Comments

Natural Language Processing

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…

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Added by Neeraj on July 29, 2019 at 7:30am — No Comments

US Arrests: Hierarchical Clustering using DIANA and 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 example of Data Science and Machine Learning is ‘Crimes’. We are going to focus on types of crimes taken place across…

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Added by Neeraj on July 25, 2019 at 7:30am — No Comments

Breast Cancer Classification & Prediction using Neural Networks

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 number of solutions may vary but usually, they are two solutions. This is what we call as ‘Classification’ we classify the outcomes in a set number of instances usually two. This week at The Datum we have how can we use Neural Networks as the…

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Added by Neeraj on July 15, 2019 at 9:00am — No Comments

Machine Learning: Association Rule Mining

Users who bought this… Also bought this…‘, I consider this as the statement of this generation. There is not a single shopping application not showcasing this feature to gain more from the buyers. This rule is another by-product of Machine Learning. We humans always look for more similar things which we like for example if a reader starts to like a book of the specific genre say ‘biography’ he/she is leaned towards having more such similar books. And this is what we call…

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Added by Neeraj on June 13, 2019 at 8:30am — No Comments

Machine Learning : Unsupervised – k-means Clustering and Bootstrapping

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 implementing k means clustering and bootstrapping to make sure that the algorithm and clusters formed stand true.…

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Added by Neeraj on June 13, 2019 at 8:30am — No Comments

Machine Learning : Unsupervised – Hierarchical Clustering and Bootstrapping

1. What is Machine Learning

Humans have evolved over the years and have come to be what we say the smartest existing species on the planet Earth. Going back to ancient days, what do you think was the basis of the human evolution of what we are today? ‘Learning’ was the key for this advancement from the very first man to the most mindful species on the planet Earth. For example, consider how an intellect thought of rubbing two stones against each other…

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Added by Neeraj on June 13, 2019 at 8:30am — No Comments

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