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Data Analysis with Visualization: Covid-19 Vaccine Progression

Apr 18, 20214 min read

The novel Coronavirus disease also known as COVID-19, is a new strain of SARS-Cov-2 that has ravaged the world as a global pandemic with its rapid...

Data Analysis with Visualization: Covid-19 Vaccine Progression

FaceBook Prophet Algorithm in Time Series Analysis

Apr 11, 20213 min read

Time series analysis is a statistical analysis that deals with trend analysis. Time series analysis is done using a time series data that spans across...

FaceBook Prophet Algorithm in Time Series Analysis

Demonstrating PCA on K-Means Clustering

Mar 21, 20213 min read

Principal Component Analysis(PCA) is a method employed to reduce the dimensionality of a data set consisting of a large number of interrelated...

Demonstrating PCA on K-Means Clustering

Performance Metrics In Regression

Mar 14, 20215 min read

Performance metrics is used to measure the performance of machine learning models. There are two different application of performance metrics; in...

Performance Metrics In Regression

LinkedIn Growth Analysis

Feb 21, 20212 min read

Background: Inspired by a problem statement on Upwork, though not this. An advert was placed for a data scientist that could analyze interconnection...

COVID-19 Sentiment Analysis with Logistic Regression and LSTM

Feb 14, 20216 min read

Background: Using the COVID-19 dataset from Kaggle , build sentiment analysis models using logistic regression and LSTM. Data Preprocessing: I...

COVID-19 Sentiment Analysis with Logistic Regression and LSTM