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Neeraj's blog post was featured

Diabetes Prediction with Ensemble Techniques

Till your good is better and better is best!ENSEMBLEYes, 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 benchmark. Moving ahead you strive to or try to make other models on the same data which…See More

Aug 8

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frank tuccio liked Neeraj's blog post Natural Language Processing

Aug 4

Neeraj's blog post was featured

Natural Language Processing

Deploying Natural Language Processing for Product ReviewsIntroductionWe 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? We, humans, have very complex language and…See More

Aug 1

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Neeraj's blog post was featured

US Arrests: Hierarchical Clustering using DIANA and AGNES

IntroductionData 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 50 states in the USA and cluster them. We cluster…See More

Jul 25

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Neeraj posted a blog post

Breast Cancer Classification & Prediction using Neural Networks

IntroductionHow 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 classification model. And once we have the model…See More

Jul 18

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Neeraj's 2 blog posts were featured

Jun 20

Neeraj's blog post was featured

Machine Learning : Unsupervised – Hierarchical Clustering and Bootstrapping

1. What is Machine LearningHumans 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 can lit up the fire. This one source of…See More

Jun 15

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Profile Information

Short Bio: I write blogs for Data Science and Machine Learning. The blog space is known as 'THE Datum'

My Web Site Or LinkedIn Profile: http://https://linkedin.com/in/neeraj-jangid-8b0b5116a/

Field of Expertise: Data Science, Machine Learning, Business Analytics

Professional Status: Student

Years of Experience:: 1

Your Company:: The Datum

Industry:: Data Science

Your Job Title:: Student, TA, Blogger

How did you find out about DataScienceCentral?: Google

Interests:: Contributing, Networking

Neeraj's Blog

Diabetes Prediction with Ensemble Techniques

Posted on August 6, 2019 at 4:30am 0 Comments 0 Likes

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…

Continue

Natural Language Processing

Posted on July 29, 2019 at 7:30am 0 Comments 1 Like

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…

Continue

US Arrests: Hierarchical Clustering using DIANA and AGNES

Posted on July 25, 2019 at 7:30am 0 Comments 0 Likes

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…

Continue

Breast Cancer Classification & Prediction using Neural Networks

Posted on July 15, 2019 at 9:00am 0 Comments 0 Likes

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…

Continue