The BigdataElearning Blog

Gain knowledge by reading these Data Science blogs to get one step closer to your rewarding Data Science career at a time

LightGBM Explained: A Data Science Aspirant’s Path to Winning Interviews machine learning Mar 19, 2025

Do you know what makes me really excited about LightGBM? 

It's the secret weapon data scientists use in Kaggle contests..

Not only in kaggle contests..

..but also used by organizations especially when handling massive datasets!

yes, LightGBM is super powerful machine learning algorithm!

If you'...

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Must-Know AutoML Essentials : A Simple Guide for Aspiring Data Scientists machine learning Mar 19, 2025

Are you wondering what no-code machine learning solutions means at all?

Or curious to know what AutoML actually means?

You’re not in this alone..

We’ve got your back..

Google Cloud AutoML, Databricks AutoML,  and H2O.ai AutoML are leading the automated ML revolution. 

Here's why that matters:

...
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K-means Clustering Made Simple for Aspiring Data Scientists machine learning Mar 19, 2025

Albert Einstein once said, 'Out of clutter, find simplicity.' 

K-means clustering does exactly that—turning data chaos into meaningful insights.

K-means clustering is as simple as organizing your closet: shirts, pants, and shoes all find their natural places—automatically,  

– but this algorithm ...

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Exploring the Random Forest Algorithm: Your Secret Weapon for Interviews machine learning Mar 19, 2025

Did you know that the power of collective wisdom can outperform even the sharpest individual minds?

Imagine applying that principle to your data—where a single decision-making process evolves into a forest of insights, each working together to deliver more accurate predictions.

That’s the magic behin
...

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Decision Trees Demystified: Answer Interview Questions By Learning It the Fun Way machine learning Mar 19, 2025

Have you played the game of “20 Questions” where you try to guess an object by asking yes-or-no questions?

For example, you try to guess an animal that your friend has in their mind, by asking a series of 20 yes-or-no questions?

"Did you know that “decision trees” is as intuitive as playing this...

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What is Linear Regression? A Simple Guide with Real-World Examples machine learning Mar 05, 2025

Did you know that a single degree increase in temperature can boost ice cream sales by over 30%?

Ever wondered how businesses figure this out?

That’s where machine learning algorithms like linear regression come in!

Whether you're gearing up for an interview

or just curious about this fundamenta...

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A Machine Learning Beginner’s Guide: Everything a Data Science Aspirant Must Know machine learning Jan 06, 2023

Want to become a Machine Learning Engineer? Wondering what exactly is Machine Learning and what it is used for?

Few developers have been using machine learning for quite a long period of time in their products & for their business applications. 

Data Science Explained In 20 Infographics

...
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