Data Science – (Excel, PowerBi, SQL & Python)

What Will You Learn?

• • Introduction to Data Analysis
• • Data Analysis Example A
• • Data Analysis Example B
• • How to use Jupyter Notebooks Intro
• • Jupyter Notebooks Cells
• • Jupyter Notebooks Importing and Exporting Data
• • Numpy Introduction A
• • Numpy Introduction B
• • Numpy Arrays
• • Numpy Boolean Arrays
• • Numpy Algebra and Size
• • Pandas Introduction
• • Pandas Indexing and Conditional Selection
• • Pandas DataFrames
• • Pandas Conditional Selection and Modifying DataFrames
• • Pandas Creating Columns
• • Data Cleaning Introduction
• • Data Cleaning with DataFrames
• • Data Cleaning and Visualizations
• • Reading Data Introduction
• • Reading Data CSV and TXT
• • Reading Data from Databases
• • Parsing HTML and Saving Data
• • Python Introduction
• • Python Functions and Collections
• Python Iteration and Modules