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Ritesh Ranjan

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Analytics Vidhya

Calibration in Machine Learning

In this blog we will learn what is calibration and why and when we should use it.

Sep 14, 2019

Calibration in Machine Learning

Sep 14, 2019

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Ritesh Ranjan
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Towards Data Science

Overfitting And Underfitting In Machine Learning

In this article, you will learn what overfitting and underfitting are. You will also learn how to prevent the model from getting overfit or

Apr 20, 2020

Overfitting And Underfitting In Machine Learning

Apr 20, 2020

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Ritesh Ranjan
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Analytics Vidhya

Deep Learning: Perceptron and Multi-Layered Perceptron

In this article, I will explain what is a perceptron and multi-layered perceptron and the maths behind it.

Jan 24, 2021

Deep Learning: Perceptron and Multi-Layered Perceptron

Jan 24, 2021

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Ritesh Ranjan
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Towards Data Science

Cross Entropy, Log-Loss And Intuition Behind It

In this blog, you will get an intuition behind the use of cross-entropy and log-loss in machine learning.

Apr 6, 2020

Cross Entropy, Log-Loss And Intuition Behind It

Apr 6, 2020

Ritesh Ranjan

Process Synchronization

In this blog, we will learn what is process synchronization and why we need it.

May 31, 2021

Process Synchronization

May 31, 2021

Ritesh Ranjan
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Towards Data Science

Long Short Term Memory (LSTM) In Keras

In this article, you will learn how to build an LSTM network in Keras. Here I will explain all the small details which will help you to…

Apr 12, 2020

Long Short Term Memory (LSTM) In Keras

Apr 12, 2020

Ritesh Ranjan
in
Analytics Vidhya

Guide to LSTMs for beginners.

In this blog, you will get to learn what is LSTM, why we need this and overview of the internal architecture of LSTM.

Mar 19, 2020

Guide to LSTMs for beginners.

Mar 19, 2020

Ritesh Ranjan
in
Analytics Vidhya

Jigsaw Unintended Bias Toxic Comment Classification.

In this blog i will summarize the approach i took myself and by reading other’s notebook on kaggle to solve the problem which was put on…

Sep 27, 2019

Jigsaw Unintended Bias Toxic Comment Classification.

Sep 27, 2019

Ritesh Ranjan
in
Analytics Vidhya

Coding Logistic Regression in Python

In this blog you will learn how to code logistic regression from scratch in python.

Sep 9, 2019

Coding Logistic Regression in Python

Sep 9, 2019

Ritesh Ranjan

Ritesh Ranjan

Machine Learning Enthusiast. Writer in Towards Data Science, Analytics Vidhya, and AI In Plain English. LinkedIn: https://www.linkedin.com/in/riteshranjan11055/

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