Data Analysis with Python Specialization
Specialization Certificate: 6 course series
Estimated Hours to Complete: 3 hours a week for 4 weeks
In today's data-driven world, Python is an essential tool for unlocking insights. This Specialization will guide you from a Python beginner to someone who can confidently apply Python to solve complex data problems. You'll gain hands-on experience with core Python syntax, data structures, and essential libraries like NumPy and pandas.
Google experts will guide you through this Specialization by providing hands-on activities that simulate relevant tasks, sharing examples from their day-to-day work, and helping you enhance your data analytics skills to prepare for your career.
You will learn to:
- Frame analysis problems using structured thinking and SMART questions
- Write efficient Python code in Jupyter Notebooks, mastering variables, functions, and data structures
- Manipulate and analyze datasets with pandas and NumPy, learning to filter, group, and aggregate data
- Clean and prepare real-world data, handling missing values and validating data quality
- Summarize and interpret data using descriptive statistics to support business decisions