Portfolio: Data Science and BI projects

Author Yefry López

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Description

Data Science and analytics projects in Python.

Contents

• Toolbox
• Skills
• Projects Python Notebooks
• BI projects
• Tutorials

Toolbox

SQL Python Numpy Seaborn Matplotlib Pandas PowerBI Scikit-learn Jupyter Lab Tensorflow Bokeh Folium

Skills

• Data Manipulation
• Data Cleaning
• Exploratory Data Analysis
• Data Visualization
• Stadistical Thinking
• Supervised thinking
• Regression
• Statistical Thinking

Projects Python Notebooks

1. A Visual History of Nobel Prize Winners
2. Analyzing Police Activity with pandas
3. Analyzing TV Data
4. Car price prediction
5. Dr. Semmelweis and the Discovery of Handwashing
6. House Sales in Hong-Kong and USA
7. Loan prediction classifier
8. Predicting Credit Card Approvals
9. Recreating John Snow's Ghost Map
10. The Android App Market on Google Play
11. The GitHub History of the Scala Language
12. Which Debts Are Worth the Bank's Effort

BI Projects

1. Histórico Ventas de Videojuegos
2. Indicadores mundiales
3. Reporte Recursos Humanos
4. Proyecto de Finanzas
5. Proyecto Adventure Works

Tutorials

1. Exploratory Data Analysis in Python
2. Statistical Thinking in Python (Part 1)
3. Statistical Thinking in Python (Part 1
4. Supervised Machine Learning with Python
5. Machine Learning with Tree-Based Models in Python
6. SQL in Python with SQL Alchemy