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Amisha Murarka

AmishaMurarka

Data Science Aspirant looking to leverage machine learning and data science skills to drive continuous improvement and automation in business processes.

India

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Jupyter Notebook57%HTML43%

Repos

8

Stars

9

Forks

3

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Top Repositories

Sentiment-Analysis-of-Song-Lyrics

Music is a powerful language to express our feelings and in many cases is used as a therapy to deal with tough moments in our lives or as a tool to celebrate the joyous moments. The different sounds, rhythms, and effects used in music are capable to modify our emotions for a moment, but there’s a component that sometimes goes unnoticed when we are listening to music; The Lyrics of the songs. Lyrics are powerful texts that share the ideas that came from the mind of the author when the song was been created.

9Jupyter Notebook
Facebook-Comment-Volume-Prediction

Data in the social networking services is increasing day by day. So, there is heavy requirement to study the highly dynamic behavior of the users towards these services. The task here is to estimate the comment count that a post is expected to receive in next few(H) hours. Data has been scraped from one of the most popular social networking sites - Facebook.

0Jupyter Notebook
My-Portfolio
0HTML
Effect-of-COVID-19-on-People-s-Health-Nutritional-Habits-and-Preferences

The prevalence of the pandemic has brought about a tidal shift in consumer behaviour globally. A sudden sense of enquiry has seeped into the minds of people. They want to know what they eat, where it comes from, and how it is grown. The focus has shifted towards a natural and holistic way of living. Through this study, we try to understand the effects of COVID-19 on the health / nutritional preferences and habits of Indians.

0Jupyter Notebook
Scraping-Data-Science-Job-Profiles-from-Monster

Web Scraping using Python and Selenium to get the latest Data Science Job Profiles from a global Job Portal website "Monster". Data contains information such as the Job Title, Company, Salary information, Experience required, Skills Required, etc.

0Jupyter Notebook
Number-Guessing-Game

An interactive game where all you have to do is guess the number I have chosen. Don't worry, its not hard... I have trained my program to give you hints to make it simple for you!

0HTML

Repositories

8
AM
AmishaMurarka/Sentiment-Analysis-of-Song-Lyrics

Music is a powerful language to express our feelings and in many cases is used as a therapy to deal with tough moments in our lives or as a tool to celebrate the joyous moments. The different sounds, rhythms, and effects used in music are capable to modify our emotions for a moment, but there’s a component that sometimes goes unnoticed when we are listening to music; The Lyrics of the songs. Lyrics are powerful texts that share the ideas that came from the mind of the author when the song was been created.

Jupyter Notebook93Updated 3 years ago
fast-textkeraslstm-neural-networksnlp-machine-learningplotlypythonselenium-pythonsentiment-analysissentimental-analysisstopwords-removalvadervader-sentiment-analysisweb-scraping
AM
AmishaMurarka/Facebook-Comment-Volume-Prediction

Data in the social networking services is increasing day by day. So, there is heavy requirement to study the highly dynamic behavior of the users towards these services. The task here is to estimate the comment count that a post is expected to receive in next few(H) hours. Data has been scraped from one of the most popular social networking sites - Facebook.

Jupyter Notebook00Updated 3 years ago
decision-tree-regressorfacebook-commentsgrid-search-cross-validationgrid-search-hyperparametershold-out-cross-validationlinear-regressionmachine-learningmean-squared-errorpythonrandom-forest-regressorregression-modelsresearch-paper-implementationroot-mean-squared-error-metricsklearn-libraryxgb-regressor
AM
AmishaMurarka/My-Portfolio

No description provided.

HTML00Updated 3 years ago
AM
AmishaMurarka/Effect-of-COVID-19-on-People-s-Health-Nutritional-Habits-and-Preferences

The prevalence of the pandemic has brought about a tidal shift in consumer behaviour globally. A sudden sense of enquiry has seeped into the minds of people. They want to know what they eat, where it comes from, and how it is grown. The focus has shifted towards a natural and holistic way of living. Through this study, we try to understand the effects of COVID-19 on the health / nutritional preferences and habits of Indians.

Jupyter Notebook00Updated 3 years ago
convenience-samplingcoronaviruscovid-19covid19-datagoogle-colab-notebookgoogle-formgoogle-sheetsmatplotlib-pyplotpandas-dataframepandas-pythonpythonresearch-projectscipy-statsseaborn-plotsstatisticssurveysurvey-analysis
AM
AmishaMurarka/Scraping-Data-Science-Job-Profiles-from-Monster

Web Scraping using Python and Selenium to get the latest Data Science Job Profiles from a global Job Portal website "Monster". Data contains information such as the Job Title, Company, Salary information, Experience required, Skills Required, etc.

Jupyter Notebook00Updated 4 years ago
data-sciencejob-portalmatplotlib-pyplotmonsterpandas-pythonpythonseaborn-plotsseleniumweb-scraping
AM
AmishaMurarka/Number-Guessing-Game

An interactive game where all you have to do is guess the number I have chosen. Don't worry, its not hard... I have trained my program to give you hints to make it simple for you!

HTML00Updated 4 years ago
flaskgamenumber-guessing-gamenumpypythonpython-deploymentweb-deployment
AM
AmishaMurarka/Google-Play-Store-Data-Analysis-Using-PowerBI

The google play store is one of the largest and most popular Android app stores. It has an enormous amount of data that can be used to make an optimal model. I have used a raw data set of Google Play Store from the Kaggle website. This data set contains 13 different features that can be used for analyzing whether an app will be successful or not using different features.

00Updated 3 years ago
business-intelligencegoogle-play-storepowerbipowerbi-desktoppowerbi-reportpowerbi-visuals
AM
AmishaMurarka/Data-Management

No description provided.

HTML00Updated 7 years ago

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Amisha Murarka (AmishaMurarka) | GitHunt