Pinned

1. Air-quality-index-prediction-using-LSTM

   I predict air quality index of a city in China using a Long Short Term Memory (LSTM) neural network. for a year. Executed time series analysis

   Jupyter Notebook 3 3

2. Credit-Risk-Modeling-in-Python

   Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the featu…

   Jupyter Notebook 17 12

3. Customer-Analytics-in-Python

   I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, performed segmentation, hierarchical clustering, k-means, PCA techn…

   Jupyter Notebook 3 2

4. Time-series-analysis-in-Python

   I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressiv…

   Jupyter Notebook 10 6

5. Web-scraping-and-API-in-Python

   Scraped rotten tomatoes. Built a currency converter using exchangeratesapi.io. Used Github API, iTunes API and EDAMAM API for cool and fun stuff

   Jupyter Notebook 2