Saket Thavanani – Medium

Saket Thavanani

Saket Thavanani
in
Towards Data Science

TF-IDF Calculation Using Map-Reduce Algorithm in PySpark

In this article, we will be going through hands-on implementation for computing Term Frequency-Inverse Document Frequency(TF-IDF) scores…

Aug 8, 2020

TF-IDF Calculation Using Map-Reduce Algorithm in PySpark

Aug 8, 2020

Saket Thavanani
in
Towards Data Science

CNN Approach: Using Image of the Polymer to Predict its Glass Transition Temperature

In this article, we will be using the image of the polymer structure to predict its glass transition temperature.

Aug 1, 2020

CNN Approach: Using Image of the Polymer to Predict its Glass Transition Temperature

Aug 1, 2020

Saket Thavanani
in
Towards Data Science

Mathematics behind the training of Word2vec Model

In this article, we will understand the mathematics involved behind the training of the Word2Vec Algorithm.

Jul 11, 2020

Mathematics behind the training of Word2vec Model

Jul 11, 2020

Saket Thavanani
in
Towards Data Science

Analysis of Data Science and ML Job Openings in the USA: EDA

In this article, we will be exploring jobs related to data science and machine learning in the United States of America.

May 18, 2020

Analysis of Data Science and ML Job Openings in the USA: EDA

May 18, 2020

Saket Thavanani
in
Towards Data Science

Visualization of Word Embedding Vectors using Gensim and PCA

In this article, we will learn how to train text data using word embedding and further visualize those vectors using Principal Component…

May 13, 2020

Visualization of Word Embedding Vectors using Gensim and PCA

May 13, 2020

Saket Thavanani
in
Towards Data Science

Comparative Performance of Deep Learning Optimization Algorithms Using Numpy

In this article, we will be comparing the performance of major deep learning optimization algorithms numerically by computing the optimal…

May 11, 2020

Comparative Performance of Deep Learning Optimization Algorithms Using Numpy

May 11, 2020

Saket Thavanani
in
Towards Data Science

Web-Scraping in 3 Minutes

Data, or any kind of information, is one of the most precious things in the 21st century.

May 9, 2020

Web-Scraping in 3 Minutes

May 9, 2020

Saket Thavanani
in
Artificial Intelligence in Plain English

Support Vector Machines (SVM) Using Numpy in 4lines

In this article, I will be implementing SVM algorithm for linear classification of a toy dataset using the gradient descent approach with…

May 7, 2020

Support Vector Machines (SVM) Using Numpy in 4lines

May 7, 2020

Saket Thavanani
in
Analytics Vidhya

Neural Network Implementation for XOR Gate Using Numpy

In this article, I will be using a neural network to separate a non-linearly separable data(i.e XOR gate)using numpy library.

May 5, 2020

Neural Network Implementation for XOR Gate Using Numpy

May 5, 2020

Saket Thavanani
in
Artificial Intelligence in Plain English

K-Means Clustering Using Numpy in 6 lines

In this article, I will be be implementing K-means clustering with the help of numpy library in a very easy way.

May 3, 2020

K-Means Clustering Using Numpy in 6 lines

May 3, 2020

Saket Thavanani

Saket Thavanani

Masters Student | University of Toronto | IIT Kharagpur | Data Science, Machine Learning and Deep Learning Enthusiast

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