business-analytics

This folder contains the related projects and practices on business analytics projects and practices.

Business/data analytics Projects:

1. Global-Terrorism-Analysis
   This project analyzed global terrorism dataset from Kaggle in python, and found some interesting findings.

2. Salesperson-Training-Program-Analysis
   This project used regression model to analyze a salesperson training program in a jewlery store. Result showed that taking 4 to 5 training programs, which is the optimal number, can improve salesperson's sales by 32.72% and reduce the return amount by 61.63%.

3. Yammer-Social-Network-Engagement-Analysis
   T.B.D

4. Crunchbase-Company-Data-Analysis(Visualization)
   This project used Matplotlib,Plotly and Seaborn, analyzed companies distributions, funding amounts, and aquisition trends in US using the Crunchbase data.

Business/data analytics Practices:

1.Bigdata-Pyspark

• Census-Count-MapReduce (Pseudocode)
• WordCount
• Bigrams
• Using logistic regression to pam

2.Python-Practices

• Tutorial-practice | code (ipynb)
• Coding Challenges | code (ipynb)