Donard20 / Analyze-Data-with-Python-DICT

A free limited web based course learning from DICT where it tackles on analyzing data using Python included my exercises and challenges files.

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