Problem Statement:
The COVID-19 Pandemic has disrupted learning for more than 56 million students in the United States. In the Spring of 2020, most states and local governments across the U.S. closed educational institutions to stop the spread of the virus. In response, schools and teachers have attempted to reach students remotely through distance learning tools and digital platforms. Until today, concerns of the exacaberting digital divide and long-term learning loss among America’s most vulnerable learners continue to grow.
-By download the dataset from Kaggle Competition to Colab directly( kaggle competitions download -c learnplatform-covid19-impact-on-digital-learning )
Preprocessing is an important step in any analytics competition. It helps you to handle your data more efficiently. It consitis of 3 stages: 1-dropping out unnecessery data. 2- Apply One Hot Encoding. 3- Splitting some data.