Anmol Jaiswal's repositories
Car-Price-Prediction
model the price of cars with the available independent variables to be used by the management to understand how exactly the prices vary with the independent variables
Lead-Scoring
Build a logistic regression model to assign a lead score between 0 and 100 to each of the leads which can be used by the company to target potential leads.
Media-Company-Case-Study
A digital media company (similar to Voot, Hotstar, Netflix, etc.) had launched a show. Initially, the show got a good response, but then witnessed a decline in viewership. The company wants to figure out what went wrong.
Prediction-of-demand-for-shared-bikes
build a multiple linear regression model for the prediction of demand for shared bikes.
SpamDetector
to build a spam detector using NLTK library
Telecom-Churn-Prediction
to build a model which will predict whether a particular customer will churn or not, i.e. whether they will switch to a different service provider or not.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Bank-Customer-Clustering
Cluster customers on the basis of attributes.
House-Sales-Price-Prediction---Multiple-Linear-Regression
Consider a real estate company that has a dataset containing the prices of properties in the Delhi region. It wishes to use the data to optimise the sale prices of the properties based on important factors such as area, bedrooms, parking, etc. Essentially, the company wants — To identify the variables affecting house prices, e.g. area, number of rooms, bathrooms, etc. To create a linear model that quantitatively relates house prices with variables such as number of rooms, area, number of bathrooms, etc. To know the accuracy of the model, i.e. how well these variables can predict house prices.
machine-learning
Practical Full-Stack Machine Learning
Marketing-platform-cost-based-sales-prediction-model
Build a model that predicts sales based on the money spent on different platforms for marketing.
NLP_ShortProjects
This repo includes short application projects over NLP
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
SQL-Data-Analysis-and-Visualization-Projects
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
US_airlines_tweet_analysis_streamlit
Using Streamlit; load, explore, visualize and interact with data, and generate dashboards in less than 150 lines of Python code!