FreeCourseSite com Udemy End to end Machine Learning Time series analysis

FreeCourseSite com Udemy End to end Machine Learning Time series analysis

Name	[FreeCourseSite.com] Udemy - End-to-end Machine Learning Time-series analysis	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.5 GB
Total Files	56
Hash	433C5257952BD1973B0E06519EF36FBCC7593117

/1. Introduction/
1. Introduction.mp4	89.9 MB
1. Introduction.vtt	4.7 KB
1.1 fort_lauderdale.csv a copy of the raw data.html	0.2 KB
1.2 buy_tickets.py the script for deciding whether to buy plane tickets(1).html	0.1 KB
1.2 buy_tickets.py the script for deciding whether to buy plane tickets.html	0.1 KB
1.3 predict_weather.py the weather prediction model(1).html	0.2 KB
1.3 predict_weather.py the weather prediction model.html	0.2 KB
1.4 tools.py a couple of tools that might be useful later(1).html	0.1 KB
1.4 tools.py a couple of tools that might be useful later.html	0.1 KB
/2. Get your data/
1. Ask a sharp question.mp4	52.3 MB
1. Ask a sharp question.vtt	4.1 KB
1.1 Florida State University’s Florida Climate Center.html	0.1 KB
2. Get weather data.mp4	13.2 MB
2. Get weather data.vtt	1.8 KB
2.1 Florida State University’s Florida Climate Center(1).html	0.1 KB
2.1 Florida State University’s Florida Climate Center.html	0.0 KB
2.1 Florida State University’s Florida Climate Centerr.html	0.1 KB
3. Inspect the data.mp4	142.1 MB
3. Inspect the data.vtt	11.6 KB
4. Load the data.mp4	11.8 MB
4. Load the data.vtt	2.4 KB
5. Convert the data to lists.mp4	44.7 MB
5. Convert the data to lists.vtt	6.8 KB
6. Replace missing data with NaNs.mp4	40.9 MB
6. Replace missing data with NaNs.vtt	5.3 KB
7. Replace NaNs with estimates.mp4	49.1 MB
7. Replace NaNs with estimates.vtt	7.1 KB
/3. Find your features/
1. How autocorrelation works.mp4	52.2 MB
1. How autocorrelation works.vtt	13.1 KB
2. Find the autocorrelation.mp4	48.7 MB
2. Find the autocorrelation.vtt	6.1 KB
3. Inspect the autocorrelation.mp4	23.5 MB
3. Inspect the autocorrelation.vtt	4.6 KB
4. Write a day-of-year calculator.mp4	100.4 MB
4. Write a day-of-year calculator.vtt	11.3 KB
5. Debug glitch in annual trend.mp4	70.0 MB
5. Debug glitch in annual trend.vtt	8.2 KB
/4. Build your model/
1. Create seasonal model.mp4	69.3 MB
1. Create seasonal model.vtt	6.0 KB
2. Explore deseasonalized residuals.mp4	33.8 MB
2. Explore deseasonalized residuals.vtt	3.5 KB
3. Make three-day-out predictions.mp4	75.3 MB
3. Make three-day-out predictions.vtt	7.5 KB
4. Build the full model and refactor the code.mp4	80.7 MB
4. Build the full model and refactor the code.vtt	7.4 KB
/5. Deploy your model/
1. Choose your decision criterion.mp4	95.1 MB
1. Choose your decision criterion.vtt	7.7 KB
2. Create a Predictor class with tests.mp4	66.4 MB
2. Create a Predictor class with tests.vtt	4.8 KB
3. Create a buy_tickets module to answer the question.mp4	53.9 MB
3. Create a buy_tickets module to answer the question.vtt	5.2 KB
/6. Wrap up/
1. What_s next.mp4(1).mtd	119.5 MB
1. What_s next.mp4.mtd	119.5 MB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 56