Project #1: Agriculture Data Analysis
Industry : Government (Census data Set or government site data set)
- Collect the crops data of India from (2000-2015) from the government sites.
- Handling with missing Data (Using functions).
- Create the sample data using probability distribution and PCA(Principle Component Analysis).
- Analyze the data using statistical methods.
- Predictive Analysis using Artificial Neural Networks.
- Graph Visualization, state wise crop generation.
Project #2: Twitter Data Extraction & Analysis on Political Activities
Industry : Social
- Setup a Connection as Twitter Application developer. (Using Authentication and Registration)
- Extracting twitter data by streaming process.
- Cleaning and steaming the text data using various packages.
- Generate the Word Graph and the frequency count of the words.
- Get the locations of various tweets and predicting the places that are more prominent for the political activities.
Project #3: Sales Management using Association Rule Mining
- Collect the data for goods.
- Store the Data on Hadoop server.
- Applying Machine Learning (Association rule Mining) Algorithm for predication of
- Find the support and Confidence for the each product.
- Predication of goods, whose sales are affected in future.