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Author: Asha Ponraj

Data science and Machine Learning enthusiast | Software Developer | Blog Writter
Artificial Intelligence
Posted onNovember 7, 2020January 23, 2022Neural Network

Artificial Intelligence – A brief Introduction and history of Deep Learning

What is Artificial Intelligence (AI)? Machine Learning, Neural Network, Natural Language Processing (NLP), A brief history of Deep learning.

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Posted onOctober 25, 2020October 25, 2020A Tip A Day

A Tip A Day – Python Tip #6 – Pandas Merge

Pandas concat & append works like an array concatenation either column wise or row wise. But Merge & Join works similar to Database table joins.…

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Posted onOctober 21, 2020October 19, 2020Inferential Statistics

Inferential Statistics – Hypothesis Testing Part #1

In Inferential Statistics, there are ways to test and validate our results from an experiment. These methods are called Hypothesis Testing and it can be…

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Posted onOctober 20, 2020December 4, 2021Inferential Statistics

Inferential Statistics – Hypothesis

What is a Hypothesis Testing? The hypothesis is an assumption which is tested to determine whether the assumption is true or not. Hypothesis Testing is a process of…

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Posted onOctober 20, 2020September 5, 2021A Tip A Day

A Tip A Day – Python Tip #5 – Pandas Concat & Append

In this article we are going to learn about Concat & Append and the comparision between these two functions. Lets take 2 dataframes of fruits.…

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Posted onOctober 19, 2020February 5, 2022Inferential Statistics

Inferential Statistics – An Introduction

Introduction to Inferential statistics, Confidence Interval & Confidence Level

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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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Loss
Posted onSeptember 12, 2020January 23, 2022Neural Network

What are the Loss Functions for a Deep Learning model?

Loss Functions for a Deep Learning model

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Optimizers
Posted onSeptember 5, 2020January 23, 2022Neural Network

Optimizers in Neural Network

Optimizers for Neural Network, Standard Optimizers, Adaptive Optimization Algorithms, Usage with keras optimizers

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