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[FreeCourseWorld.Com] Udemy - Time Series Analysis in Python 2020

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File Name

Size

01 Introduction/001 What does the course cover.en.srt

6.94KB

01 Introduction/001 What does the course cover.mp4

47.34MB

02 Setting Up the Environment/002 Setting up the environment - Do not skip please.en.srt

1.32KB

02 Setting Up the Environment/002 Setting up the environment - Do not skip please.mp4

5.97MB

02 Setting Up the Environment/003 Why Python and Jupyter.en.srt

6.43KB

02 Setting Up the Environment/003 Why Python and Jupyter.mp4

25.19MB

02 Setting Up the Environment/004 Installing Anaconda.en.srt

4.66KB

02 Setting Up the Environment/004 Installing Anaconda.mp4

26.63MB

02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.en.srt

3.28KB

02 Setting Up the Environment/005 Jupyter Dashboard - Part 1.mp4

9.76MB

02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.en.srt

6.64KB

02 Setting Up the Environment/006 Jupyter Dashboard - Part 2.mp4

20.03MB

02 Setting Up the Environment/007 Installing the Necessary Packages.en.srt

1.89KB

02 Setting Up the Environment/007 Installing the Necessary Packages.mp4

7.83MB

02 Setting Up the Environment/008 Installing Packages - Exercise.html

1.22KB

02 Setting Up the Environment/009 Installing Packages - Exercise Solution.html

1.46KB

03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.en.srt

5.55KB

03 Introduction to Time Series in Python/010 Introduction to Time-Series Data.mp4

47.18MB

03 Introduction to Time Series in Python/011 Notation for Time Series Data.en.srt

1.7KB

03 Introduction to Time Series in Python/011 Notation for Time Series Data.mp4

12.17MB

03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.en.srt

3.82KB

03 Introduction to Time Series in Python/012 Peculiarities of Time Series Data.mp4

26.8MB

03 Introduction to Time Series in Python/013 IndexE8.csv

290.74KB

03 Introduction to Time Series in Python/013 Loading the Data.en.srt

2.72KB

03 Introduction to Time Series in Python/013 Loading the Data.mp4

10.16MB

03 Introduction to Time Series in Python/014 Examining the Data.en.srt

6.79KB

03 Introduction to Time Series in Python/014 Examining the Data.mp4

39.83MB

03 Introduction to Time Series in Python/015 Plotting the Data.en.srt

6.08KB

03 Introduction to Time Series in Python/015 Plotting the Data.mp4

21.23MB

03 Introduction to Time Series in Python/016 The QQ Plot.en.srt

3.4KB

03 Introduction to Time Series in Python/016 The QQ Plot.mp4

16.29MB

03 Introduction to Time Series in Python/external-assets-links.txt

349B

04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.en.srt

6.08KB

04 Creating a Time Series Object in Python/017 Transforming String inputs into DateTime Values.mp4

27.91MB

04 Creating a Time Series Object in Python/018 Using Date as an Index.en.srt

3.69KB

04 Creating a Time Series Object in Python/018 Using Date as an Index.mp4

16.56MB

04 Creating a Time Series Object in Python/019 Setting the Frequency.en.srt

3.11KB

04 Creating a Time Series Object in Python/019 Setting the Frequency.mp4

13.45MB

04 Creating a Time Series Object in Python/020 Filling Missing Values.en.srt

7.12KB

04 Creating a Time Series Object in Python/020 Filling Missing Values.mp4

29.96MB

04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.en.srt

4.38KB

04 Creating a Time Series Object in Python/021 Adding and Removing Columns in a Data Frame.mp4

16.26MB

04 Creating a Time Series Object in Python/022 Splitting Up the Data.en.srt

5.2KB

04 Creating a Time Series Object in Python/022 Splitting Up the Data.mp4

20.98MB

04 Creating a Time Series Object in Python/023 Appendix Updating the Dataset.html

8.74KB

04 Creating a Time Series Object in Python/023 Section-4-Appendix-Updating-the-Dataset.pdf

235.48KB

04 Creating a Time Series Object in Python/external-assets-links.txt

522B

05 Working with Time Series in Python/024 Warning-Messages.pdf

151.51KB

05 Working with Time Series in Python/024 White Noise.en.srt

8.11KB

05 Working with Time Series in Python/024 White Noise.mp4

46.36MB

05 Working with Time Series in Python/025 RandWalk.csv

163.94KB

05 Working with Time Series in Python/025 Random Walk.en.srt

6.39KB

05 Working with Time Series in Python/025 Random Walk.mp4

32.41MB

05 Working with Time Series in Python/026 Stationarity.en.srt

3.14KB

05 Working with Time Series in Python/026 Stationarity.mp4

21.56MB

05 Working with Time Series in Python/027 Determining Weak Form Stationarity.en.srt

7.46KB

05 Working with Time Series in Python/027 Determining Weak Form Stationarity.mp4

33.84MB

05 Working with Time Series in Python/028 Seasonality.en.srt

6.34KB

05 Working with Time Series in Python/028 Seasonality.mp4

34.23MB

05 Working with Time Series in Python/029 Correlation Between Past and Present Values.en.srt

2.2KB

05 Working with Time Series in Python/029 Correlation Between Past and Present Values.mp4

14.08MB

05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).en.srt

7.75KB

05 Working with Time Series in Python/030 The Autocorrelation Function (ACF).mp4

30.65MB

05 Working with Time Series in Python/030 The-ACF.pdf

62.01KB

05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).en.srt

6.29KB

05 Working with Time Series in Python/031 The Partial Autocorrelation Function (PACF).mp4

27.18MB

05 Working with Time Series in Python/031 The-PACF.pdf

63.57KB

05 Working with Time Series in Python/external-assets-links.txt

388B

06 Picking the Correct Model/032 Picking the Correct Model.en.srt

3.35KB

06 Picking the Correct Model/032 Picking the Correct Model.mp4

22.96MB

07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.en.srt

6.29KB

07 Modeling Autoregression The AR Model/033 The Autoregressive (AR) Model.mp4

45.3MB

07 Modeling Autoregression The AR Model/034 Course-Notes-The-AR-Model.pdf

425.35KB

07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.en.srt

6.09KB

07 Modeling Autoregression The AR Model/034 Examining the ACF and PACF of Prices.mp4

33.08MB

07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.en.srt

5.87KB

07 Modeling Autoregression The AR Model/035 Fitting an AR(1) Model for Index Prices.mp4

31.63MB

07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.en.srt

11.47KB

07 Modeling Autoregression The AR Model/036 Fitting Higher-Lag AR Models for Prices.mp4

63.16MB

07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.en.srt

7.48KB

07 Modeling Autoregression The AR Model/037 Using Returns Instead of Prices.mp4

31.38MB

07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.en.srt

2.7KB

07 Modeling Autoregression The AR Model/038 Examining the ACF and PACF of Returns.mp4

15.67MB

07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.en.srt

3.07KB

07 Modeling Autoregression The AR Model/039 Fitting an AR(1) Model for Index Returns.mp4

13.37MB

07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.en.srt

4.26KB

07 Modeling Autoregression The AR Model/040 Fitting Higher-Lag AR Models for Returns.mp4

26.88MB

07 Modeling Autoregression The AR Model/041 Normalizing Values.en.srt

6.71KB

07 Modeling Autoregression The AR Model/041 Normalizing Values.mp4

33.08MB

07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).en.srt

3.06KB

07 Modeling Autoregression The AR Model/042 Model Selection for Normalized Returns (AR).mp4

19.83MB

07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.en.srt

7.01KB

07 Modeling Autoregression The AR Model/043 Examining the AR Model Residuals.mp4

28.78MB

07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.en.srt

2KB

07 Modeling Autoregression The AR Model/044 Unexpected Shocks from Past Periods.mp4

16.77MB

07 Modeling Autoregression The AR Model/external-assets-links.txt

668B

08 Adjusting to Shocks The MA Model/045 8.1.1-MA-Inf-AR-1.pdf

169.18KB

08 Adjusting to Shocks The MA Model/045 8.1.1.AR-Inf-MA-1.pdf

166.45KB

08 Adjusting to Shocks The MA Model/045 The Moving Average (MA) Model.en.srt

6.46KB

08 Adjusting to Shocks The MA Model/045 The Moving Average (MA) Model.mp4

29.46MB

08 Adjusting to Shocks The MA Model/046 Course-Notes-The-MA-Model.pdf

136.02KB

08 Adjusting to Shocks The MA Model/046 Fitting an MA(1) Model for Returns.en.srt

4.93KB

08 Adjusting to Shocks The MA Model/046 Fitting an MA(1) Model for Returns.mp4

21.52MB

08 Adjusting to Shocks The MA Model/047 Fitting Higher-Lag MA Models for Returns.en.srt

9.24KB

08 Adjusting to Shocks The MA Model/047 Fitting Higher-Lag MA Models for Returns.mp4

55.85MB

08 Adjusting to Shocks The MA Model/048 Examining the MA Model Residuals for Returns.en.srt

6.81KB

08 Adjusting to Shocks The MA Model/048 Examining the MA Model Residuals for Returns.mp4

33.48MB

08 Adjusting to Shocks The MA Model/049 Model Selection for Normalized Returns (MA).en.srt

4.27KB

08 Adjusting to Shocks The MA Model/049 Model Selection for Normalized Returns (MA).mp4

19.1MB

08 Adjusting to Shocks The MA Model/050 Fitting an MA(1) Model for Prices.en.srt

5.76KB

08 Adjusting to Shocks The MA Model/050 Fitting an MA(1) Model for Prices.mp4

28.34MB

08 Adjusting to Shocks The MA Model/051 Past Values and Past Errors.en.srt

3.22KB

08 Adjusting to Shocks The MA Model/051 Past Values and Past Errors.mp4

20.46MB

08 Adjusting to Shocks The MA Model/external-assets-links.txt

282B

09 Past Values and Past Errors The ARMA Model/052 Course-Notes-The-ARMA-Model.pdf

147.04KB

09 Past Values and Past Errors The ARMA Model/052 The Autoregressive Moving Average (ARMA) Model.en.srt

3.93KB

09 Past Values and Past Errors The ARMA Model/052 The Autoregressive Moving Average (ARMA) Model.mp4

28.34MB

09 Past Values and Past Errors The ARMA Model/053 Fitting a Simple ARMA Model for Returns.en.srt

5.38KB

09 Past Values and Past Errors The ARMA Model/053 Fitting a Simple ARMA Model for Returns.mp4

28.41MB

09 Past Values and Past Errors The ARMA Model/054 Fitting a Higher-Lag ARMA Model for Returns - Part 1.en.srt

6.89KB

09 Past Values and Past Errors The ARMA Model/054 Fitting a Higher-Lag ARMA Model for Returns - Part 1.mp4

39.54MB

09 Past Values and Past Errors The ARMA Model/055 Fitting a Higher-Lag ARMA Model for Returns - Part 2.en.srt

7KB

09 Past Values and Past Errors The ARMA Model/055 Fitting a Higher-Lag ARMA Model for Returns - Part 2.mp4

38.18MB

09 Past Values and Past Errors The ARMA Model/056 Fitting a Higher-Lag ARMA Model for Returns - Part 3.en.srt

6.71KB

09 Past Values and Past Errors The ARMA Model/056 Fitting a Higher-Lag ARMA Model for Returns - Part 3.mp4

43.81MB

09 Past Values and Past Errors The ARMA Model/057 Examining the ARMA Model Residuals of Returns.en.srt

8.67KB

09 Past Values and Past Errors The ARMA Model/057 Examining the ARMA Model Residuals of Returns.mp4

51.27MB

09 Past Values and Past Errors The ARMA Model/058 ARMA for Prices.en.srt

9.69KB

09 Past Values and Past Errors The ARMA Model/058 ARMA for Prices.mp4

55.97MB

09 Past Values and Past Errors The ARMA Model/059 ARMA Models and Non-Stationary Data.en.srt

2.9KB

09 Past Values and Past Errors The ARMA Model/059 ARMA Models and Non-Stationary Data.mp4

14.87MB

09 Past Values and Past Errors The ARMA Model/external-assets-links.txt

284B

10 Modeling Non-Stationary Data The ARIMA Model/060 Course-Notes-The-ARIMA-Model.pdf

166.39KB

10 Modeling Non-Stationary Data The ARIMA Model/060 The Autoregressive Integrated Moving Average (ARIMA) Model.en.srt

7.51KB

10 Modeling Non-Stationary Data The ARIMA Model/060 The Autoregressive Integrated Moving Average (ARIMA) Model.mp4

46.9MB

10 Modeling Non-Stationary Data The ARIMA Model/061 Fitting a Simple ARIMA Model for Prices.en.srt

7.27KB

10 Modeling Non-Stationary Data The ARIMA Model/061 Fitting a Simple ARIMA Model for Prices.mp4

39.21MB

10 Modeling Non-Stationary Data The ARIMA Model/062 Fitting a Higher-Lag ARIMA Model for Prices - Part 1.en.srt

7.32KB

10 Modeling Non-Stationary Data The ARIMA Model/062 Fitting a Higher-Lag ARIMA Model for Prices - Part 1.mp4

41.85MB

10 Modeling Non-Stationary Data The ARIMA Model/063 Fitting a Higher-Lag ARIMA Model for Prices - Part 2.en.srt

7.22KB

10 Modeling Non-Stationary Data The ARIMA Model/063 Fitting a Higher-Lag ARIMA Model for Prices - Part 2.mp4

43.65MB

10 Modeling Non-Stationary Data The ARIMA Model/064 Higher Levels of Integration.en.srt

5.27KB

10 Modeling Non-Stationary Data The ARIMA Model/064 Higher Levels of Integration.mp4

24.41MB

10 Modeling Non-Stationary Data The ARIMA Model/065 Using ARIMA Models for Returns.en.srt

4.72KB

10 Modeling Non-Stationary Data The ARIMA Model/065 Using ARIMA Models for Returns.mp4

24.4MB

10 Modeling Non-Stationary Data The ARIMA Model/066 Course-Notes-The-ARMAX-Model.pdf

130.82KB

10 Modeling Non-Stationary Data The ARIMA Model/066 Outside Factors and the ARIMAX Model.en.srt

5.06KB

10 Modeling Non-Stationary Data The ARIMA Model/066 Outside Factors and the ARIMAX Model.mp4

24.21MB

10 Modeling Non-Stationary Data The ARIMA Model/066 The-ARIMAX-Model.pdf

127.8KB

10 Modeling Non-Stationary Data The ARIMA Model/067 Course-Notes-The-SARIMAX-Model.pdf

209.3KB

10 Modeling Non-Stationary Data The ARIMA Model/067 Seasonal Models - SARIMAX.en.srt

10.12KB

10 Modeling Non-Stationary Data The ARIMA Model/067 Seasonal Models - SARIMAX.mp4

46.95MB

10 Modeling Non-Stationary Data The ARIMA Model/068 Predicting Stability.en.srt

2.43KB

10 Modeling Non-Stationary Data The ARIMA Model/068 Predicting Stability.mp4

16.98MB

10 Modeling Non-Stationary Data The ARIMA Model/external-assets-links.txt

323B

11 Measuring Volatility The ARCH Model/069 Course-Notes-The-ARCH-Model.pdf

138.19KB

11 Measuring Volatility The ARCH Model/069 The Autoregressive Conditional Heteroscedasticity (ARCH) Model.en.srt

6.77KB

11 Measuring Volatility The ARCH Model/069 The Autoregressive Conditional Heteroscedasticity (ARCH) Model.mp4

43.03MB

11 Measuring Volatility The ARCH Model/070 Volatility.en.srt

4.12KB

11 Measuring Volatility The ARCH Model/070 Volatility.mp4

28.15MB

11 Measuring Volatility The ARCH Model/071 A More Detailed Look of the ARCH Model.en.srt

8.33KB

11 Measuring Volatility The ARCH Model/071 A More Detailed Look of the ARCH Model.mp4

43.36MB

11 Measuring Volatility The ARCH Model/072 The arch_model Method.en.srt

9.74KB

11 Measuring Volatility The ARCH Model/072 The arch_model Method.mp4

55.86MB

11 Measuring Volatility The ARCH Model/072 arch-model.pdf

61.78KB

11 Measuring Volatility The ARCH Model/073 The Simple ARCH Model.en.srt

8.53KB

11 Measuring Volatility The ARCH Model/073 The Simple ARCH Model.mp4

52.89MB

11 Measuring Volatility The ARCH Model/074 Higher-Lag ARCH Models.en.srt

3.92KB

11 Measuring Volatility The ARCH Model/074 Higher-Lag ARCH Models.mp4

28.47MB

11 Measuring Volatility The ARCH Model/075 An ARMA Equivalent of the ARCH Model.en.srt

1.86KB

11 Measuring Volatility The ARCH Model/075 An ARMA Equivalent of the ARCH Model.mp4

12.4MB

11 Measuring Volatility The ARCH Model/external-assets-links.txt

297B

12 An ARMA Equivalent of the ARCH The GARCH Model/076 Course-Notes-The-GARCH-Model.pdf

147.42KB

12 An ARMA Equivalent of the ARCH The GARCH Model/076 The Generalized Autoregressive Conditional Heteroskedasticity (GARCH) Model.en.srt

4.25KB

12 An ARMA Equivalent of the ARCH The GARCH Model/076 The Generalized Autoregressive Conditional Heteroskedasticity (GARCH) Model.mp4

24.41MB

12 An ARMA Equivalent of the ARCH The GARCH Model/077 The ARMA and the GARCH.en.srt

2.97KB

12 An ARMA Equivalent of the ARCH The GARCH Model/077 The ARMA and the GARCH.mp4

18.09MB

12 An ARMA Equivalent of the ARCH The GARCH Model/078 The Simple GARCH Model.en.srt

4.3KB

12 An ARMA Equivalent of the ARCH The GARCH Model/078 The Simple GARCH Model.mp4

25.46MB

12 An ARMA Equivalent of the ARCH The GARCH Model/079 Higher-Lag GARCH Models.en.srt

4.81KB

12 An ARMA Equivalent of the ARCH The GARCH Model/079 Higher-Lag GARCH Models.mp4

29.76MB

12 An ARMA Equivalent of the ARCH The GARCH Model/080 An Alternative to the Model Selection Process.en.srt

1.49KB

12 An ARMA Equivalent of the ARCH The GARCH Model/080 An Alternative to the Model Selection Process.mp4

13.37MB

12 An ARMA Equivalent of the ARCH The GARCH Model/external-assets-links.txt

285B

13 Auto ARIMA/081 Auto ARIMA.en.srt

6.48KB

13 Auto ARIMA/081 Auto ARIMA.mp4

43.06MB

13 Auto ARIMA/082 Preparing Python for Model Selection.en.srt

1.88KB

13 Auto ARIMA/082 Preparing Python for Model Selection.mp4

11.44MB

13 Auto ARIMA/083 The Default Best Fit.en.srt

7.77KB

13 Auto ARIMA/083 The Default Best Fit.mp4

41.1MB

13 Auto ARIMA/084 Basic Auto ARIMA Arguments.en.srt

13.38KB

13 Auto ARIMA/084 Basic Auto ARIMA Arguments.mp4

87.42MB

13 Auto ARIMA/085 Advanced Auto ARIMA Arguments.en.srt

5.82KB

13 Auto ARIMA/085 Advanced Auto ARIMA Arguments.mp4

40.83MB

13 Auto ARIMA/086 The Goal Behind Modelling.en.srt

1.31KB

13 Auto ARIMA/086 The Goal Behind Modelling.mp4

10.63MB

13 Auto ARIMA/external-assets-links.txt

407B

14 Forecasting/087 Introduction to Forecasting.en.srt

9.55KB

14 Forecasting/087 Introduction to Forecasting.mp4

51.25MB

14 Forecasting/088 Simple Forecasting Returns with AR and MA.en.srt

5.31KB

14 Forecasting/088 Simple Forecasting Returns with AR and MA.mp4

28.8MB

14 Forecasting/089 Intermediate (MAX Model) Forecasting.en.srt

8.02KB

14 Forecasting/089 Intermediate (MAX Model) Forecasting.mp4

39.98MB

14 Forecasting/090 Advanced (Seasonal) Forecasting.en.srt

5.34KB

14 Forecasting/090 Advanced (Seasonal) Forecasting.mp4

24.93MB

14 Forecasting/091 Auto ARIMA Forecasting.en.srt

6.22KB

14 Forecasting/091 Auto ARIMA Forecasting.mp4

28.39MB

14 Forecasting/092 Pitfalls of Forecasting.en.srt

8.46KB

14 Forecasting/092 Pitfalls of Forecasting.mp4

47.88MB

14 Forecasting/093 Forecasting Volatility.en.srt

7.01KB

14 Forecasting/093 Forecasting Volatility.mp4

36.58MB

14 Forecasting/094 Forecasting Appendix Multivariate Forecasting.en.srt

10.04KB

14 Forecasting/094 Forecasting Appendix Multivariate Forecasting.mp4

57.67MB

14 Forecasting/external-assets-links.txt

274B

15 Business Case/095 Business Case - A Look Into the Automobile Industry.en.srt

37.58KB

15 Business Case/095 Business Case - A Look Into the Automobile Industry.mp4

186.23MB

15 Business Case/external-assets-links.txt

286B

[FreeCourseWorld.Com].url

54B

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