Akash Bajpai – Medium

Akash Bajpai

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Implementation of Regularization Techniques (L1 & L2) in Keras

Regularization technique to reduce overfitting of a deep learning model in Keras. Python code to experiment with different lambda values to

Aug 28, 2021

Implementation of Regularization Techniques (L1 & L2) in Keras

Aug 28, 2021

Pinned

How AI can be used in Marketing? A Real-World example

AI can drive marketing strategy for business by providing valuable customer insights using data science techniques

Aug 11, 2021

How AI can be used in Marketing? A Real-World example

Aug 11, 2021

Simple Explanation of Regularization (L1 & L2)

Intuitive explanation of what is regularization and how regularization works to reduce overfitting. It can be applied in machine learning…

Aug 28, 2021

Simple Explanation of Regularization (L1 & L2)

Aug 28, 2021

Published in
TDS Archive

A New Python Package: How to detect an Anomaly?

The Problem of False Positives

Mar 22, 2020

A New Python Package: How to detect an Anomaly?

Mar 22, 2020

Phrase Extraction in Python using Lists, Tuples and Lambda Functions

The post gives a solution to extract phrases from text data using lambda function in python. It also shows nested lambda function examples.

Feb 23, 2020

Phrase Extraction in Python using Lists, Tuples and Lambda Functions

Feb 23, 2020

Convolutional Neural Network: A simple explanation

In all data science projects, there comes a stage when you have implemented all the machine-learning models that is out there in the real…

Jan 31, 2020

Convolutional Neural Network: A simple explanation

Jan 31, 2020

Published in
The Startup

Deep Learning in Production: A Flask Approach

In this series of articles, I will cover the often neglected but rather an important aspect of building an AI solution. Typically, an AI…

Dec 1, 2019

Deep Learning in Production: A Flask Approach

Dec 1, 2019

Published in
MyTake

How to Build Your Data Science Team

The experience of working across domains, building solutions leveraging data has taught me that a successful data science solution is…

Sep 3, 2019

How to Build Your Data Science Team

Sep 3, 2019

Published in
TDS Archive

Machine Learning in the Airline Industry: The Next Step

The significant changes in the airline industry can be aptly described by the quote ‘Necessity is the mother of Innovation’. In the past 2…

Aug 31, 2019

Machine Learning in the Airline Industry: The Next Step

Aug 31, 2019

Published in
TDS Archive

Recurrent Neural Networks: Deep Learning for NLP

Every time you ask Alexa about the recipe of a dish or a new song by an artist a complex code runs in the background to provide you with…

Feb 23, 2019

Recurrent Neural Networks: Deep Learning for NLP

Feb 23, 2019

Akash Bajpai

Akash Bajpai

A data enthusiast. I am possessed by an analytical bent of mind and that is how I see life and the world. A Traveller and movie buff!

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