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Posted onOctober 19, 2020October 19, 2020Inferential Statistics

Inferential Statistics – An Introduction

This article gives and introduction to Inferential Statistics. Inferential statistics helps us to predict/inference from the data. Population: Population is a set of data on which…

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Posted onOctober 18, 2020October 18, 2020A Tip A Day

A tip A day – Python Tip #4 – Show Progress Bar using TQDM

Have you ever wished to see a progress bar in Jupyter Notebook when executing a complex function in for loop? Its possible in Python. There…

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Posted onOctober 17, 2020October 19, 2020A Tip A Day

A tip A day – Python Tip #3 – Pandas Apply Function

Apply function takes a function as an argument and execute the function in all the elements of the dataframe. For example, if we want to…

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Posted onSeptember 12, 2020September 12, 2020Neural Network

What are the Loss Functions for a Deep Learning model?

Loss: The error value received in 1 iteration Cost: The sum of squares of all the errors, received from each iteration Loss Function in Neural…

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Posted onSeptember 5, 2020October 18, 2020Neural Network

Optimizer in Neural Network

In any Machine Learning or Deep Learning Models, our common goal is to reduce the cost function. A famous and well known technique to reduce…

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Posted onSeptember 2, 2020September 2, 2020A Tip A Day

A tip A day – Python Tip #2 – iloc & loc vs iloc

Today we are going to learn how to use iloc to get values from Pandas DataFrame and we are going to compare iloc with loc.…

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Posted onSeptember 1, 2020September 1, 2020A Tip A Day

A tip A day – Python Tip #1 – loc

A Tip A Day? Yes! We know that this website mostly speaks about #MachineLearning, #DataScience, #Python & related topics. Now we are going to start…

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Posted onAugust 9, 2020August 13, 2020Python

Best way to Impute NAN within Groups — Mean & Mode

We know that we can replace the nan values with mean or median using fillna(). What if the NAN data is correlated to another categorical…

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Posted onJuly 26, 2020August 9, 2020Machine Learning

How Random Forest works? – Why we need Random Forest?

In this article, we are going to learn how we get Random Forest from Decision Trees. How Random Forest works! How Ensemble learning helps to…

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Posted onJuly 25, 2020July 26, 2020Decision Tree

Decision Tree

In this article we will learn about what is Decision Tree and How it works. How it gets Overfitted and how can we resolve Overfitting.…

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