Analyze Data with Python

Python Training sponsored by DICT-Philippines.

Python Training offered April 2022

Authors

• @Donard20

📊 Discussing about:

• Descriptive Analysis
• Diagnostic Analysis
• Predictive Analysis
• Prescriptive Analysis

Data Analysis

What is Data Analysis

Analyze Data with Python

• Introduction to Data Analysis
• Data Analysis with Python
• Data Analysis in the Real World

📙 Learned about:

• Data Analysis method
• Review of function, arrays and list in jupyternotebook using python
• Data Handling in Python
  • Series() -create a series passing by list
  • DataFrame() -data framing
  • read_csv() -reading a data from local machine
  • info() - get the information of data and data types
  • head() - display first 5 rows of data
  • tail() - display last 5 rows of data
  • shape() - display the shape, number of columns and rows
• Working with DataFrame
  • dropna(), isnull, and isna() nethods - for null vaues in data
  • describe() method - information of dataframe
  • simple filtering with conditionals
  • arranging with sort_values
  • aggregate method
• Analyze the Data
  • Clean the Data
  • Applied the methods learned from the previous lesson/s
  • fillna() method - to fill null values into non null
  • to_datetime() method - to convert object into date data type
  • astype method() - to convert a object into string readable

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Summary of my Journey

Analyzing Data with Python

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🛠 Skill and IDE

IDE

• Libraries
  • Numpy
  • Pandas
• Plotting Libraries
  • Matplotlib
  • Seaborn

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✨ Certificate Training

Analyze Data with Python

Used By

This project and exercises is used by the following companies:

• DICT

License

MIT