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Saket Thavanani

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Saket Thavanani

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Aug 8, 2020

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…

TF-IDF Calculation Using Map-Reduce Algorithm in PySpark

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Saket Thavanani

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Aug 1, 2020

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.

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

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Saket Thavanani

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Jul 11, 2020

Mathematics behind the training of Word2vec Model

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

Mathematics behind the training of Word2vec Model

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Saket Thavanani

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May 18, 2020

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.

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

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Saket Thavanani

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May 13, 2020

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…

Visualization of Word Embedding Vectors using Gensim and PCA

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Saket Thavanani

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May 11, 2020

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…

Comparative Performance of Deep Learning Optimization Algorithms Using Numpy

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Saket Thavanani

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May 9, 2020

Web-Scraping in 3 Minutes

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

Web-Scraping in 3 Minutes

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Artificial Intelligence in Plain English

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Saket Thavanani

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May 7, 2020

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…

Support Vector Machines (SVM) Using Numpy in 4lines

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Analytics Vidhya

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Saket Thavanani

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May 5, 2020

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.

Neural Network Implementation for XOR Gate Using Numpy

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Artificial Intelligence in Plain English

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Saket Thavanani

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May 3, 2020

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.

K-Means Clustering Using Numpy in 6 lines

Saket Thavanani

Saket Thavanani

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

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