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