Name [ FreeCourseWeb.com ] Udemy - Data Science in Layman's Terms - Time Series Analysis

File Type video

Size 3.89GB

UpdateDate 2024-9-28

hash *****C0B46D4622BD4991CB2336457A0850F959

Hot 133

Files Get Bonus Downloads Here.url | 183B ~Get Your Files Here !/1. Introduction/1. About this Course.mp4 | 33.37MB ~Get Your Files Here !/1. Introduction/1. About this Course.srt | 4.83KB ~Get Your Files Here !/1. Introduction/1.1 Code repository for the projects in this course..html | 99B ~Get Your Files Here !/1. Introduction/2. Time Series Overview.mp4 | 42.97MB ~Get Your Files Here !/1. Introduction/2. Time Series Overview.srt | 6.11KB ~Get Your Files Here !/10. Project Signal Processing/1. Signal Processing Project Overview.mp4 | 147.01MB ~Get Your Files Here !/10. Project Signal Processing/1. Signal Processing Project Overview.srt | 13.82KB ~Get Your Files Here !/10. Project Signal Processing/1.1 Dataset Source.html | 133B ~Get Your Files Here !/10. Project Signal Processing/1.2 LIGO's Webiste.html | 90B ~Get Your Files Here !/10. Project Signal Processing/1.3 Code on GitHub.html | 99B ~Get Your Files Here !/10. Project Signal Processing/1.4 YouTube Video that Plays the Event as a .wav File.html | 104B ~Get Your Files Here !/10. Project Signal Processing/2. Signal Processing Code.mp4 | 162.01MB ~Get Your Files Here !/10. Project Signal Processing/2. Signal Processing Code.srt | 17.69KB ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1. Dashboard Project Overview.mp4 | 69.76MB ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1. Dashboard Project Overview.srt | 11.31KB ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1.1 Code on GitHub.html | 99B ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1.2 San Francisco Police Districts GeoJSON.html | 132B ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1.3 San Francisco Crime Data 2003-2018.html | 158B ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/1.4 San Francisco Crime Data 2018-Present.html | 158B ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/2. Dashboard Project Code.mp4 | 499.62MB ~Get Your Files Here !/11. Project Dashboard Building with Geospatial-Temporal Analysis/2. Dashboard Project Code.srt | 38.22KB ~Get Your Files Here !/12. Course Conclusion/1. What Else is There to Know About Time Series.mp4 | 29.69MB ~Get Your Files Here !/12. Course Conclusion/1. What Else is There to Know About Time Series.srt | 3.63KB ~Get Your Files Here !/12. Course Conclusion/1.1 Jason Brownlee's Book.html | 148B ~Get Your Files Here !/12. Course Conclusion/1.2 Data Science in Layman's Terms Statistics.html | 135B ~Get Your Files Here !/12. Course Conclusion/1.3 Quantstart Advanced Algorithmic Trading.html | 123B ~Get Your Files Here !/12. Course Conclusion/1.4 R Package for Benford's Law.html | 101B ~Get Your Files Here !/2. Time Series Forecasting/1. Autocorrelation.mp4 | 48.77MB ~Get Your Files Here !/2. Time Series Forecasting/1. Autocorrelation.srt | 9.03KB ~Get Your Files Here !/2. Time Series Forecasting/1.1 Graph of sine and cosine functions on Desmos.html | 105B ~Get Your Files Here !/2. Time Series Forecasting/2. Forecasting with Constant Variance.mp4 | 140.32MB ~Get Your Files Here !/2. Time Series Forecasting/2. Forecasting with Constant Variance.srt | 21.50KB ~Get Your Files Here !/2. Time Series Forecasting/3. Forecasting with Non-Constant Variance.mp4 | 58.30MB ~Get Your Files Here !/2. Time Series Forecasting/3. Forecasting with Non-Constant Variance.srt | 9.37KB ~Get Your Files Here !/2. Time Series Forecasting/4. Forecasting with Nonlinear Models.mp4 | 158.82MB ~Get Your Files Here !/2. Time Series Forecasting/4. Forecasting with Nonlinear Models.srt | 22.65KB ~Get Your Files Here !/2. Time Series Forecasting/4.1 Cross validation for time series example.html | 151B ~Get Your Files Here !/2. Time Series Forecasting/4.2 Facebook Prophet.html | 96B ~Get Your Files Here !/2. Time Series Forecasting/5. Forecasting with Neural Networks.mp4 | 186.48MB ~Get Your Files Here !/2. Time Series Forecasting/5. Forecasting with Neural Networks.srt | 25.59KB ~Get Your Files Here !/2. Time Series Forecasting/5.1 Convolutional layers learn different levels of features in different layers.html | 136B ~Get Your Files Here !/2. Time Series Forecasting/5.2 The paper that introduced the transformer Attention is All You Need.html | 93B ~Get Your Files Here !/2. Time Series Forecasting/6. Forecasting Quiz.html | 137B ~Get Your Files Here !/3. Anomaly Detection/1. Anomaly Detection.mp4 | 119.77MB ~Get Your Files Here !/3. Anomaly Detection/1. Anomaly Detection.srt | 16.11KB ~Get Your Files Here !/3. Anomaly Detection/2. Anomaly Detection Quiz.html | 137B ~Get Your Files Here !/4. Segmentation/1. Segmentation.mp4 | 62.61MB ~Get Your Files Here !/4. Segmentation/1. Segmentation.srt | 11.15KB ~Get Your Files Here !/4. Segmentation/2. Segmentation Quiz.html | 137B ~Get Your Files Here !/5. Signal Processing/1. Waves and Signals.mp4 | 44.13MB ~Get Your Files Here !/5. Signal Processing/1. Waves and Signals.srt | 5.73KB ~Get Your Files Here !/5. Signal Processing/2. The Fourier Transform.mp4 | 163.81MB ~Get Your Files Here !/5. Signal Processing/2. The Fourier Transform.srt | 13.44KB ~Get Your Files Here !/5. Signal Processing/2.1 Supplementary video explanation of the Fourier Transform.html | 104B ~Get Your Files Here !/5. Signal Processing/3. Filters and Wavelets.mp4 | 67.03MB ~Get Your Files Here !/5. Signal Processing/3. Filters and Wavelets.srt | 10.22KB ~Get Your Files Here !/5. Signal Processing/4. Signal Processing Quiz.html | 137B ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/1. Anomaly Detect & Forecasting Project Overview.mp4 | 56.03MB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/1. Anomaly Detect & Forecasting Project Overview.srt | 7.67KB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/1.1 Code on Kaggle.html | 129B ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/2. Data Exploration and Cleaning.mp4 | 252.13MB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/2. Data Exploration and Cleaning.srt | 27.43KB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/3. Feature Engineering and Visualization.mp4 | 290.10MB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/3. Feature Engineering and Visualization.srt | 28.62KB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/4. Anomaly Detection and Forecasting Model.mp4 | 136.16MB ~Get Your Files Here !/6. Project Anomaly Detection & Forecasting/4. Anomaly Detection and Forecasting Model.srt | 14.70KB ~Get Your Files Here !/7. Project Segmentation/1. Time Series Segmentation Project.mp4 | 113.48MB ~Get Your Files Here !/7. Project Segmentation/1. Time Series Segmentation Project.srt | 13.91KB ~Get Your Files Here !/7. Project Segmentation/1.1 Code on Kaggle.html | 134B ~Get Your Files Here !/8. Project Sequence Prediction/1. Sequence Prediction Project Overview.mp4 | 107.43MB ~Get Your Files Here !/8. Project Sequence Prediction/1. Sequence Prediction Project Overview.srt | 19.18KB ~Get Your Files Here !/8. Project Sequence Prediction/1.1 Maestro MIDI Dataset.html | 108B ~Get Your Files Here !/8. Project Sequence Prediction/1.2 Code on GitHub.html | 118B ~Get Your Files Here !/8. Project Sequence Prediction/2. Music Generation main.py.mp4 | 66.42MB ~Get Your Files Here !/8. Project Sequence Prediction/2. Music Generation main.py.srt | 8.94KB ~Get Your Files Here !/8. Project Sequence Prediction/3. Music Generation Pre-Processing.mp4 | 200.08MB ~Get Your Files Here !/8. Project Sequence Prediction/3. Music Generation Pre-Processing.srt | 28.29KB ~Get Your Files Here !/8. Project Sequence Prediction/4. Music Generation Model.mp4 | 267.77MB ~Get Your Files Here !/8. Project Sequence Prediction/4. Music Generation Model.srt | 35.34KB ~Get Your Files Here !/8. Project Sequence Prediction/5. Music Generation Output.mp4 | 65.00MB ~Get Your Files Here !/8. Project Sequence Prediction/5. Music Generation Output.srt | 7.65KB ~Get Your Files Here !/8. Project Sequence Prediction/5.1 Listen to a MIDI file..html | 95B ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/1. Classification Project Overview.mp4 | 63.66MB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/1. Classification Project Overview.srt | 9.10KB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/1.1 ECG Dataset from Kaggle.html | 106B ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/1.2 Paper that Describes the Dataset and How it Was Processed.html | 97B ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/1.3 Code on GitHub.html | 99B ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/2. Writing a Data Processor Script.mp4 | 93.75MB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/2. Writing a Data Processor Script.srt | 12.84KB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/3. Building the Classification Models.mp4 | 129.59MB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/3. Building the Classification Models.srt | 17.12KB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/4. Evaluating the Classification Models.mp4 | 68.36MB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/4. Evaluating the Classification Models.srt | 10.95KB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/5. Deploying the Models to an API.mp4 | 37.03MB ~Get Your Files Here !/9. Project Deploy a Time Series Classifier to an API/5. Deploying the Models to an API.srt | 6.11KB ~Get Your Files Here !/Bonus Resources.txt | 357B