Data Science in Python Fundamentals Course → Data Science in Python Fundamentals

Module 1
- Data Science in Python Fundamentals – module 1
Module 2
- Data Science in Python Fundamentals – module 2
Module 3
- Data Science in Python Fundamentals – module 3
Module 4
- Data Science in Python Fundamentals – module 4
Module 5
- Data Science in Python Fundamentals – module 5
Module 6
- Data Science in Python Fundamentals – module 6

Data Science in Python Fundamentals Course

Data Science in Python Fundamentals – module 5

Module 5: Pandas

Series
DataFrame
Indexing
Sorting
Aggregations

Hands-on Lab: Getting some experience in declaring and working with Series and DataFrames, reading DataFrames from real files, converting numpy arrays to Series and back, Indexing by boolean indexes

GroupBy
Missing Data
Merging and Joining
Concatenation
Visualization

Hands-on Lab: Learning different basic methods of data cleaning and preprocessing. Getting some statistical measurements of the data. Trying to correlate data from multiple DataFrames

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