What you will learn from this course?

– Week 1: Introduction to the field of data science
Introduction to Specialization
Introduction to the Course
The Coursera Jupyter Notebook System
Python Functions
Python Types and Sequences
Python More on Strings
Python Demonstration: Reading and Writing CSV files
Python Dates and Times
Advanced Python Objects, map()
Advanced Python Lambda and List Comprehensions
Numerical Python Library (NumPy)
Manipulating Text with Regular Expression

– Week 2: Learn the fundamentals of one of the most important toolkits Python
Introduction to Pandas
The Series Data Structure
Querying a Series
DataFrame Data Structure
DataFrame Indexing and Loading
Querying a DataFrame
Indexing Dataframes
Missing Values
Example: Manipulating DataFrame

– Week 3: Understand of the python pandas library
Merging Dataframes
Pandas Idioms
Group by
Scales
Pivot Table
Date/Time Functionality

– Week 4: Introduction to a variety of statistical techniques such a distributions, sampling and t-tests
Basic Statistical Testing
Other Forms of Structured Data
The 5 Graph Algorithms that you should know

Certification : Yes
Time to complete : 1 month
Cost : $69 per month after 7-day free trial
Course Level : Beginner
Language : English