[FreeCourseWorld Com] Udemy - Time Series Analysis in Python 2020
File List
| File | Size |
|---|---|
| 01 Introduction/001 What does the course cover.en.srt | 6.94 KB |
| 01 Introduction/001 What does the course cover.mp4 | 47.34 MB |
| 02 Setting Up the Environment/002 Setting up the environment - Do not skip please.en.srt | 1.32 KB |
| 02 Setting Up the Environment/002 Setting up the environment - Do not skip please.mp4 | 5.97 MB |
| 02 Setting Up the Environment/003 Why Python and Jupyter.en.srt | 6.43 KB |
| 02 Setting Up the Environment/003 Why Python and Jupyter.mp4 | 25.19 MB |
| 02 Setting Up the Environment/004 Installing Anaconda.en.srt | 4.66 KB |
| 02 Setting Up the Environment/004 Installing Anaconda.mp4 | 26.63 MB |
| 02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.en.srt | 3.28 KB |
| 02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.mp4 | 9.76 MB |
| 02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.en.srt | 6.64 KB |
| 02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.mp4 | 20.03 MB |
| 02 Setting Up the Environment/007 Installing the Necessary Packages.en.srt | 1.89 KB |
| 02 Setting Up the Environment/007 Installing the Necessary Packages.mp4 | 7.83 MB |
| 02 Setting Up the Environment/008 Installing Packages - Exercise.html | 1.22 KB |
| 02 Setting Up the Environment/009 Installing Packages - Exercise Solution.html | 1.46 KB |
| 03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.en.srt | 5.55 KB |
| 03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.mp4 | 47.18 MB |
| 03 Introduction to Time Series in Python/011 Notation for Time Series Data.en.srt | 1.7 KB |
| 03 Introduction to Time Series in Python/011 Notation for Time Series Data.mp4 | 12.17 MB |
| 03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.en.srt | 3.82 KB |
| 03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.mp4 | 26.8 MB |
| 03 Introduction to Time Series in Python/013 IndexE8.csv | 290.74 KB |
| 03 Introduction to Time Series in Python/013 Loading the Data.en.srt | 2.72 KB |
| 03 Introduction to Time Series in Python/013 Loading the Data.mp4 | 10.16 MB |
| 03 Introduction to Time Series in Python/014 Examining the Data.en.srt | 6.79 KB |
| 03 Introduction to Time Series in Python/014 Examining the Data.mp4 | 39.83 MB |
| 03 Introduction to Time Series in Python/015 Plotting the Data.en.srt | 6.08 KB |
| 03 Introduction to Time Series in Python/015 Plotting the Data.mp4 | 21.23 MB |
| 03 Introduction to Time Series in Python/016 The QQ Plot.en.srt | 3.4 KB |
| 03 Introduction to Time Series in Python/016 The QQ Plot.mp4 | 16.29 MB |
| 03 Introduction to Time Series in Python/external-assets-links.txt | 349 B |
| 04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.en.srt | 6.08 KB |
| 04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.mp4 | 27.91 MB |
| 04 Creating a Time Series Object in Python/018 Using Date as an Index.en.srt | 3.69 KB |
| 04 Creating a Time Series Object in Python/018 Using Date as an Index.mp4 | 16.56 MB |
| 04 Creating a Time Series Object in Python/019 Setting the Frequency.en.srt | 3.11 KB |
| 04 Creating a Time Series Object in Python/019 Setting the Frequency.mp4 | 13.45 MB |
| 04 Creating a Time Series Object in Python/020 Filling Missing Values.en.srt | 7.12 KB |
| 04 Creating a Time Series Object in Python/020 Filling Missing Values.mp4 | 29.96 MB |
| 04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.en.srt | 4.38 KB |
| 04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.mp4 | 16.26 MB |
| 04 Creating a Time Series Object in Python/022 Splitting Up the Data.en.srt | 5.2 KB |
| 04 Creating a Time Series Object in Python/022 Splitting Up the Data.mp4 | 20.98 MB |
| 04 Creating a Time Series Object in Python/023 Appendix Updating the Dataset.html | 8.74 KB |
| 04 Creating a Time Series Object in Python/023 Section-4-Appendix-Updating-the-Dataset.pdf | 235.48 KB |
| 04 Creating a Time Series Object in Python/external-assets-links.txt | 522 B |
| 05 Working with Time Series in Python/024 Warning-Messages.pdf | 151.51 KB |
| 05 Working with Time Series in Python/024 White Noise.en.srt | 8.11 KB |
| 05 Working with Time Series in Python/024 White Noise.mp4 | 46.36 MB |
| 05 Working with Time Series in Python/025 RandWalk.csv | 163.94 KB |
| 05 Working with Time Series in Python/025 Random Walk.en.srt | 6.39 KB |
| 05 Working with Time Series in Python/025 Random Walk.mp4 | 32.41 MB |
| 05 Working with Time Series in Python/026 Stationarity.en.srt | 3.14 KB |
| 05 Working with Time Series in Python/026 Stationarity.mp4 | 21.56 MB |
| 05 Working with Time Series in Python/027 Determining Weak Form Stationarity.en.srt | 7.46 KB |
| 05 Working with Time Series in Python/027 Determining Weak Form Stationarity.mp4 | 33.84 MB |
| 05 Working with Time Series in Python/028 Seasonality.en.srt | 6.34 KB |
| 05 Working with Time Series in Python/028 Seasonality.mp4 | 34.23 MB |
| 05 Working with Time Series in Python/029 Correlation Between Past and Present Values.en.srt | 2.2 KB |
| 05 Working with Time Series in Python/029 Correlation Between Past and Present Values.mp4 | 14.08 MB |
| 05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).en.srt | 7.75 KB |
| 05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).mp4 | 30.65 MB |
| 05 Working with Time Series in Python/030 The-ACF.pdf | 62.01 KB |
| 05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).en.srt | 6.29 KB |
| 05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).mp4 | 27.18 MB |
| 05 Working with Time Series in Python/031 The-PACF.pdf | 63.57 KB |
| 05 Working with Time Series in Python/external-assets-links.txt | 388 B |
| 06 Picking the Correct Model/032 Picking the Correct Model.en.srt | 3.35 KB |
| 06 Picking the Correct Model/032 Picking the Correct Model.mp4 | 22.96 MB |
| 07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.en.srt | 6.29 KB |
| 07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.mp4 | 45.3 MB |
| 07 Modeling Autoregression The AR Model/034 Course-Notes-The-AR-Model.pdf | 425.35 KB |
| 07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.en.srt | 6.09 KB |
| 07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.mp4 | 33.08 MB |
| 07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.en.srt | 5.87 KB |
| 07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.mp4 | 31.63 MB |
| 07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.en.srt | 11.47 KB |
| 07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.mp4 | 63.16 MB |
| 07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.en.srt | 7.48 KB |
| 07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.mp4 | 31.38 MB |
| 07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.en.srt | 2.7 KB |
| 07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.mp4 | 15.67 MB |
| 07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.en.srt | 3.07 KB |
| 07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.mp4 | 13.37 MB |
| 07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.en.srt | 4.26 KB |
| 07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.mp4 | 26.88 MB |
| 07 Modeling Autoregression The AR Model/041 Normalizing Values.en.srt | 6.71 KB |
| 07 Modeling Autoregression The AR Model/041 Normalizing Values.mp4 | 33.08 MB |
| 07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).en.srt | 3.06 KB |
| 07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).mp4 | 19.83 MB |
| 07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.en.srt | 7.01 KB |
| 07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.mp4 | 28.78 MB |
| 07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.en.srt | 2 KB |
| 07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.mp4 | 16.77 MB |
| 07 Modeling Autoregression The AR Model/external-assets-links.txt | 668 B |
| 08 Adjusting to Shocks The MA Model/045 8.1.1-MA-Inf-AR-1.pdf | 169.18 KB |
| 08 Adjusting to Shocks The MA Model/045 8.1.1.AR-Inf-MA-1.pdf | 166.45 KB |
| 08 Adjusting to Shocks The MA Model/045 The Moving Average (MA) Model.en.srt | 6.46 KB |
| 08 Adjusting to Shocks The MA Model/045 The Moving Average (MA) Model.mp4 | 29.46 MB |
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