Learning Python on Google Cloud

Python for aspiring Data Scientist and Rockstar Analysts

Created by: Oscar Valles
Analytics and Business Intelligence Professional

What Will I Learn?

• Fundamentals of Python
• Python on Google Cloud
• Variables and String Methods using Python
• How to use Python Lists
• How to use Python Sets and Dictionaries
• Conditional Statements and Loops in Python
• Intro and usage of Python Modules
• How to use List Comprehension
• Function Creation in Python
• Introduction to Numpy
• Using Numpy Methods
• Introduction to Pandas
• Descriptive Stats in Pandas (describe method)
• Sorting your Pandas DataFrame
• Filtering your Pandas DataFrame
• Exporting Pandas Result to Google Drive
• Connecting to Postgres and Redshift Databases
• Querying Postgres and Redshift Databases
• Reading Data with Pandas (.csv and databases)
• Aggregation Using Pandas
• New Fields in Pandas
• Joins and Merging Data using Pandas
• Using Functions with Pandas (apply method)
• Charting with Pandas
• Foundations for being a Data Scientist
• Skills for being a next level Data Analyst

Requirements

• a web browser
• a Gmail account

Target audience

• Analysts
• Business Professionals
• Data Enthusiasts
• Beginning Python Developers
• Data Analysts
• Data Scientists