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Rainfall Prediction in Australia Course - Online Learning with Certificate
python

Rainfall Prediction in Australia

Arsenii Drobotenko

Python

5 Chapters

0 Studying now

A hands-on, end-to-end case study using the Australian weather dataset to tackle missing data, perform exploratory data analysis, engineer features, and build a Random Forest classifier to predict rainfall. This project is strictly linear, avoids function definitions, and demonstrates best practices for real-world data science workflows in Python.

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Course description

A hands-on, end-to-end case study using the Australian weather dataset to tackle missing data, perform exploratory data analysis, engineer features, and build a Random Forest classifier to predict rainfall. This project is strictly linear, avoids function definitions, and demonstrates best practices for real-world data science workflows in Python.

Technology

Python

Language

En

Rating

Chapters

5

Data Ingestion & Time-Series Extraction

The Missing Data Crisis

Meteorological EDA

Feature Engineering & Encoding

The Raincast Model

0%

Data Ingestion & Time-Series Extraction

The Missing Data Crisis

Meteorological EDA

Feature Engineering & Encoding

The Raincast Model

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