kpratikin Goto Github PK

airbnb-newuser

Marketing Analytics (Python, Random Forrest): Predicting destination country of Airbnb users with various models such as Random Forrest & logistic regression. Performed exploratory analysis of the data-set.

algorithms

Algorithms

business-intelligence-and-data-warehousing

Business Intelligence and Data Warehousing Project

buy-online-and-pick-up-in-store-startegy

Impact of BOPS(Buy Online and Pick up in Store) strategy on online sales & return, consumer purchase & return behavior.

credit-card-fraud

Identify fraudulent credit card transactions so that customers are not charged for items that they did not purchase. (Python, Logistic Regression Classifier, Unbalanced dataset).

detect-target-customers

Identity customers who have high probability to purchase protection plan (Geek Squad Protection Plan)

google-app-store

Google App Store Data - Application Data Analysis

hotel-reservation-system-database-

Designed and implemented database schema for hotel reservation system. Identified key business metrics for the system and constructed complex SQL queries to retrieve desired information. Documented the entire system by developing comprehensive UML diagrams.

ieee-fraud-detection

Kaggle Competition (https://www.kaggle.com/c/ieee-fraud-detection)

learning

machine-learning-bias

Identify bias in ML algorithm and reduce the same using different techniques.

people-analytics-developer-salaries

Identify important parameters that will help a developer to get salary higher in- their respective country? (Python: Pandas, Scikit-Learn, Seaborn, K-Means Clustering, Decision Tree)

recommendation-engine

Work in Progress

sf-crime-visualization

Analyzed and visualize criminal incidents across 10 police districts of San Francisco. (Python, Tabealu: Story, Dashboard, Actions, Maps)

t-test-in-pyspark

Conduct t-test between two sets of biosets (i.e. A & B) with the help of spark transformations, dataframes and user defined functions.

topic-modelling

Topic Modelling

tweets-sentiment-analysis

Sentiment Analysis is done on the word 'Bandersnatch' to gauge latest public sentiment (via tweets) about the movie.

word_count_pyspark

Using Spark count the number of words used in BIBLE. Print the top 5 words along with their frequencies. Also, print the number of unique words with length of 4,5,6,7 and 8.

zomato-tableau-visualization

Zomato is an Indian restaurant search and discovery service, operates in 24 countries. It provides information and reviews of restaurants, including images of menus. In Tableau I have created visualization based on their data.