Akash Bajpai – Medium

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Akash Bajpai
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Analytics Vidhya

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

5 min readAug 28, 2021

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Implementation of Regularization Techniques (L1 & L2) in Keras

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Akash Bajpai

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

12 min readAug 11, 2021

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

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Akash Bajpai

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…

4 min readAug 28, 2021

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Simple Explanation of Regularization (L1 & L2)

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Akash Bajpai
in
Towards Data Science

A New Python Package: How to detect an Anomaly?

The Problem of False Positives

7 min readMar 22, 2020

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A New Python Package: How to detect an Anomaly?

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Akash Bajpai
in
Towards Data Science

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.

8 min readFeb 23, 2020

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Phrase Extraction in Python using Lists, Tuples and Lambda Functions

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Akash Bajpai
in
Analytics Vidhya

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…

8 min readJan 31, 2020

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Convolutional Neural Network: A simple explanation

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Akash Bajpai
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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…

10 min readDec 1, 2019

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Deep Learning in Production: A Flask Approach

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Akash Bajpai
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…

4 min readSep 3, 2019

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How to Build Your Data Science Team

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Akash Bajpai
in
Towards Data Science

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…

6 min readAug 31, 2019

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Machine Learning in the Airline Industry: The Next Step

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Akash Bajpai
in
Towards Data Science

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…

4 min readFeb 23, 2019

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Recurrent Neural Networks: Deep Learning for NLP

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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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