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This documentation is like a brief description of my project in the data field, showcasing my skills and knowledge in this area.

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πŸ—Ί Windi's Portfolio

Hi there, welcome to my portfolio!!

πŸ“š Table of Contents


πŸ“‚ Python: Data Analysis and Machine Learning

Project Link Associated Area Library Project Description
πŸ›’ Data preparation and Customer Analytics Virtual experience - Quantium Australia: Data Analytic Consulting Data Wraggling, EDA pandas, matplotlib, numpy, seaborn Analyzing customer behavior based on transaction and consumer data from a retail company, particularly for chip products. Develop metrics and examine sales drivers to gain insights into overall sales performance. Create visualizations and prepare findings to formulate a clear recommendation for the client's strategy.
πŸ“¦ Implementation Association rule and algoritma apriori to restaurant transactions data Final Project INDOMS school by kampus merdeka Data analysis pandas, numpy, matplotlib, apriori, association rules Perform association rule mining using the Apriori algorithm to discover purchasing patterns of food items in a restaurant. Generate menu package recommendations to assist customers in selecting their meals.

πŸ“‚ Dashboard

Project Link Associated Tools Project Description
πŸ’Š Kimia Farma - Sales Report Dashboard Virtual Internship - PT. Kimia Farma : Big Data Analyst Google data studio Creating a data mart consisting of base and aggregate tables, analyzing data, and generating a half-year sales report for the company from the provided data. The dashboard includes key indicators such as total products sold, total revenue, total revenue per product, total revenue per region, and total revenue per brand.
πŸ‘©πŸ»β€πŸ’» Analyzing job market data Case study by Datacamp Tableau Identifying trends in top data science jobs along with associated skills (especially tableau dkill) from dataset of job postings over the past 5 years in the Data and Analytics industry. The dashboard includes average salaries for each position, the number of applicants, number of job, years of experience for each position level, and the frequency of job postings per month.

πŸ“‚ Completed Course and Certification

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This documentation is like a brief description of my project in the data field, showcasing my skills and knowledge in this area.

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