Simple ETL pipeline to extract information from CSV, LOG, JSON files and load it into MySQL database using Python and SQL language.
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Feb 23, 2024 - Python
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Simple ETL pipeline to extract information from CSV, LOG, JSON files and load it into MySQL database using Python and SQL language.
Exploratory Data Analysis to uncover factors data lead to employee attrition.
Movies data analysis to produce visuals and insights about the data-set of 10,000 movies.
Wrangling the WeRateDogs datasets to showcase data gathering, assessing, cleaning, and documentation skills.
A total package of what data science is all about. from dashboard building to data wrangling, sql, data collection, vizualization, webscrapping to presentaion.
Capstone project of Udacity Data Analyst Nanodegree. Focus on advanced visualizations to explore data and to communicate insights and patterns. Final slide deck is made with Jupyter notebook with interactive HTML slides (based on reveal.js).
project in Udacity Data Analyst Nanodegree. This project focused on advanced data gathering (several sources incl twitter API), wrangling and cleaning of data. Plus 2 reports.
Ford GoBike 2019 Dataset is a dataset for the bikeshare system, in this study I have presented the data on the slides file as a part of the visualization Learning process of the Data Analysis Nanodegree of Udacity.
This project, carried out in Jupyter Notebook, aims to explore the main Data Analysis techniques with Python tools. Pandas, Numpy, Seaborn, Matplotlib, Plotly and sklearn are used. Divided into three notebooks, I separate the data cleaning, data analysis and machine learning part. For more details and goals, see README
Machine learning, signal processing pipeline used to identify song name from user input (hum/whistle to song).
-Data wrangling -Asking questions about data -Data visualization -Answering data questions -writing a final report that shows the data limitations and analysis results
Wrangling and analyzing we rate dogs twitter account which rates people's dogs with a humorous comment about the dog.
Data Wrangling Project from the Udacity Data Analytics Nano Degree
Factors that affect manufacturing GDP SA perspective
I study how reported economic growth was undergoing change in 2004 to 2019 testing for the number of criminal records and other characteristics.
Predictive Model for BRENT price movements
🌌 Data analysis to answer questions about one of the most successful movie franchises of all time: Star Wars.
Coursera Data Science Specialization Capstone Project
Deeper analysis is done to analyze the patients' No - show factors and visualization Interesting trends and insights.
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