{"page":"\n\n
\n
\n
\n
\n
\n\nVideo\n
\n

\nPredict Air Quality with Machine Learning: A Coding Tutorial\n

\n
\n
\nGet Free Access for 10 Days!\n
\n
\n
\n
\n
\n
×
\n\n\n
\n\nPublisher:\n\nScience Buddies\n\n\n
\n
\nPredict future air quality levels using LSTM models for a location of your choice to mitigate air pollution impact.\nPredict future air quality levels using LSTM models for a location of your choice to mitigate air pollution impact.\n
\n
\n
\n
\n

Resource Details

\n
\n
\n
\n
Curator Rating
\n
\n
\n
\n
\n
\n
Educator Rating
Not yet Rated
\n
\n
\n
\n
\n
Media Length
\n
12:50
\n
\n
\n
\n
\n
Grade
K - 5th
\n
\n
\n
\n
\n
Subjects
Math
12 more...
\n
\n
\n
\n
\n
Media Type
Instructional Videos
\n
\n
\n
\n
\n
Source:
\n
\nScience Buddies\n\n
\n
\n
\n
\n
\n
Date
\n
2024
\n
\n
\n
\n
\n\n
Language
English
\n
\n
\n
\n
\n
Audiences
For Teacher Use
2 more...
\n
\n
\n
\n
\n
Usage Permissions
Fine Print: Educational Use
\n
\n
\n
\n
\n
\n

Additional Materials

\n
\n\nSign in or Join Now
\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" href=\"/subscription/new\">Video Transcript\n
\n
\n\nSign in or Join Now
\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" href=\"/subscription/new\">Video Preview\n
\n
\n
\n

Concepts

\n
\n
air pollution, artificial intelligence, google drive, values, data, pollutants, particulate matter, carbon monoxide, wildfires, data analysis, google sheets, microsoft excel
\n
\n\n\n
\n
\n
\n
\n

Additional Tags

\n
\n
air quality, aqi, machine learning, lstm model, forecasting, epa data, rnns, time-series forecasting, data preprocessing, model training, evaluation, mae, mse, r2, prediction accuracy, health concern, global issue, who, ozone, sulfur dioxide, nitrogen dioxide, environmental impact, industrial pollution, data normalization, sequential data, timeframes, short-term predictions, long-term predictions, future aqi levels, community health, environmental protection, pollution mitigation., lung diseases, aqi daily, downloaded earlier, absolute error, code block, file import, squared error, predict aqi, actual values, data set, download csv, computer understands, project page, code, file, squared, project, drive, final, predict, models, notebook, spreadsheet, download, folder
\n
\n\n\n
\n
\n
\n
\n

Classroom Considerations

\n
Video is ad-free
\n
\n
\n

Educator Ratings

\n
\n
\n
\n
\n
\n\nShow resource details\n
\n
\n\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" aria-label=\"Play video: Predict Air Quality with Machine Learning: A Coding Tutorial\" href=\"/subscription/new\">\"Predict\n\n
\n
\n
\n\n\n\n"}