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| Name | Weather Prediction With Python And Machine Learning [W/Code] |
| Video Uploader | Video From Dataquest |
| Upload Date | This Video Uploaded At 03-11-2022 05:25:19 |
| Video Discription | In this project, we'll predict tomorrow's temperature using python and historical data. We'll start by downloading a dataset of local weather, which you can customize to where you live! Then, we'll clean the data and get it ready for machine learning. We'll build a system to make historical predictions, and add more predictors to improve the model. We'll end with how to make next-day predictions. Full code - https://github.com/dataquestio/project-walkthroughs/tree/master/temperature_prediction You'll see how to download the data in the video, but in case you don't want to, you can also download it here - https://github.com/dataquestio/project-walkthroughs/raw/master/temperature_prediction/weather.csv . Chapters 00:00 Introduction 00:41 Downloading the data 02:27 Loading in the data 04:52 Cleaning missing values 09:45 Prepping data for machine learning 16:45 Train a machine learning model 26:23 Making predictions 29:14 Adding more predictors 40:21 Diagnostics and next steps ------------------------------- Join 1M+ Dataquest learners today! Master data skills and change your life. Sign up for free: https://bit.ly/3O8MDef |
| Category | Education |
| Tags | python tutorial | weather api python | learn python | weather forecast in python | machine learning python tutorial | weather using python | how to get weather forecast in python | python tutorial 2022 | machine learning python | machine learning engineer | machine learning algorithms | weather prediction using machine learning python |
