asabeneh / data-analysis-with-python-summer-2021

Data Analysis with Python Summer 2021

WEEK 1: Python Refresher

• Introduction to Data Analysis, RECORDING
• Installing Python
• Installing Visualstudio code
• Using Python Interactive shell
• Writing code using Visual Studio code
• Variables
• Data types
• Operators
• Conditionals
• Lists
• Loops
• Functions
• Set
• Dictionary
• RECORDING

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WEEK 2: Intermediate Python

• Builtin functions

• HigherOrder functions

• List Comprehension

• Importing modules

• Fetching data from API

• Using requests package to fetch data

• APIs, cat API, Countries API

  • https://api.thecatapi.com/v1/breeds
  • https://restcountries.eu/rest/v2/all

• RECORDING

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WEEK 3: WEEK 2 Exercises, Revision

• Descriptive data analysis(min, max,mean, median, standard deviation, varience, percentile)
• Data exploration
• Python Error Types
• Using matplotlip to explore data by visualizing into bar, line, pie graphs
• APIs, cat API, Countries API
  • https://api.thecatapi.com/v1/breeds
  • https://restcountries.eu/rest/v2/all
• RECORDING

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WEEK 4:

• Python Date time
• Exception Handling
• File handling
• Regular Expression
• Datasets
  • https://github.com/Asabeneh/30-Days-Of-Python/tree/master/data

WEEK 5:

• Exercise Session

WEEK 6:

• Numpy

WEEK 7:

• Data Visualization (Matplotlip)

WEEK 8:

• Pandas

Reference

• 30DaysOfPython
• Recordings Playlist