Unlocking the Future: How to Predict Weather with LSTM

GeoDev
GeoDev
15.2 هزار بار بازدید - 12 ماه پیش - LSTM, which stands for Long
LSTM, which stands for Long Short-Term Memory, is a type of recurrent neural network (RNN) architecture designed for handling sequences of data, making it particularly well-suited for time series analysis. Weather Data: https://www.kaggle.com/code/hritik7080/time-series-forecasting-of-temperature-cnn-lstms/input Notebook: https://github.com/iamtekson/deep-learning-for-earth-observation/tree/main/Notebooks/05.%20time-series-analysis-LSTM Timestamps: https://www.seevid.ir/fa/w/J6r11SKBSWY Intro https://www.seevid.ir/fa/w/J6r11SKBSWY Intro to LSTM model https://www.seevid.ir/fa/w/J6r11SKBSWY About dataset https://www.seevid.ir/fa/w/J6r11SKBSWY Workflow and result of this video https://www.seevid.ir/fa/w/J6r11SKBSWY Data preprocessing https://www.seevid.ir/fa/w/J6r11SKBSWY Model training and temperature prediction https://www.seevid.ir/fa/w/J6r11SKBSWY Outro ---------------------------------------------------------------------------------------- Here are some playlists that you might be interested in: ---------------------------------------------------------------------------------------- 1. Leaflet from basic to advanced:    • Leaflet from basic to advance   2. GeoServer with leaflet web-GIS:    • GeoServer and Leaflet Web-GIS   3. GeoDjango project:    • Bookmark note on map | GeoDjango tuto...   4. geoserver-rest:    • geoserver-rest   5. GIS training in Nepali:    • Beginner GIS training in Nepali | Arc...   6. LULC map production:    • LandUse Land Cover Map production || ...   7. Geospatial analysis with python:    • GeoSpatial analysis with python   8. GeoNode from basic to advance:    • GeoNode from basic to Advance   9. Machine learning from the basic:    • Machine Learning for geospatial data   -------------------------------------------------------------------------------------------------------------- Check out my discounted courses at the following link: -------------------------------------------------------------------------------------------------------------- 1. "Geospatial data analysis with python": https://www.udemy.com/course/geospatial-data-analysis-with-python/?referralCode=5B58238C5392672D17B7 2. "Web GIS Development 2021": https://www.udemy.com/course/web-gis-development-2021/?referralCode=488F271341990F62FD05 3. "Web mapping and Web-GIS from Dev to Deploy 2021: GeoDjango": https://www.udemy.com/course/web-mapping-and-web-gis-from-dev-to-deploy-2021-geodjango/?couponCode=WEBGIS2 4. "Introduction to Web Mapping and Web GIS 2020: GeoDjango": https://www.udemy.com/course/introduction-to-web-mapping-and-web-gis-2020-geodjango/?couponCode=WEBGIS2 5. Deep Learning Application for Earth Observation: https://www.udemy.com/course/deep-learning-application-for-earth-observation/?referralCode=B4655A8A918826871A40 6. Geospatial Data Analysis with Python: https://www.udemy.com/course/geospatial-data-analysis-with-python/?referralCode=5B58238C5392672D17B7 --------------------------------------------------------------------------------------------------- Follow me on GitHub: https://github.com/iamtekson Follow me on Twitter: https://twitter.com/iamtekson Follow me on Instagram: https://instagram.com/iamtekson Join Facebook group: https://www.facebook.com/groups/1049524025731229 -----------------------------------------------------------------------------------------------------
12 ماه پیش در تاریخ 1402/07/01 منتشر شده است.
15,265 بـار بازدید شده
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