FreeCourseSite com Udemy Time Series Analysis in Python 2022 | 79C9DC771ACC20D7273DB0937217B7BE3FD8E02C

FreeCourseSite com Udemy Time Series Analysis in Python 2022

Name	[FreeCourseSite.com] Udemy - Time Series Analysis in Python 2022	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.9 GB
Total Files	297
Last Seen	2025-04-13 00:45
Hash	79C9DC771ACC20D7273DB0937217B7BE3FD8E02C

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1 - Introduction/
1 - What does the course cover English.vtt	6.5 KB
1 - What does the course cover.mp4	49.6 MB
2 - Download Additional Resources.html	0.6 KB
/10 - Modeling NonStationary Data The ARIMA Model/
45 - The Autoregressive Integrated Moving Average ARIMA Model.html	0.0 KB
46 - Fitting a Simple ARIMA Model for Prices.html	0.0 KB
47 - Fitting a HigherLag ARIMA Model for Prices Part 2.html	0.0 KB
48 - Higher Levels of Integration.html	0.0 KB
49 - Using ARIMA Models for Returns.html	0.0 KB
50 - Outside Factors and the ARIMAX Model.html	0.0 KB
61 - CourseNotesTheARIMAModel.pdf	170.4 KB
61 - The Autoregressive Integrated Moving Average ARIMA Model English.vtt	7.3 KB
61 - The Autoregressive Integrated Moving Average ARIMA Model.mp4	19.7 MB
62 - Fitting a Simple ARIMA Model for Prices English.vtt	6.8 KB
62 - Fitting a Simple ARIMA Model for Prices.mp4	21.5 MB
62 - Section 10 The ARIMA Model Completed SARIMAX.txt	0.1 KB
62 - Section 10 The ARIMA Model Template.txt	0.1 KB
63 - Fitting a Higher English.vtt	6.8 KB
63 - Fitting a HigherLag ARIMA Model for Prices Part 1.mp4	43.9 MB
64 - Fitting a Higher English.vtt	7.0 KB
64 - Fitting a Higher.mp4	40.2 MB
65 - Higher Levels of Integration English.vtt	4.8 KB
65 - Higher Levels of Integration.mp4	19.0 MB
66 - Using ARIMA Models for Returns English.vtt	4.4 KB
66 - Using ARIMA Models for Returns.mp4	7.9 MB
67 - CourseNotesTheARMAXModel.pdf	134.0 KB
67 - Outside Factors and the ARIMAX Model English.vtt	4.7 KB
67 - Outside Factors and the ARIMAX Model.mp4	12.0 MB
67 - TheARIMAXModel.pdf	130.9 KB
68 - CourseNotesTheSARIMAXModel.pdf	214.3 KB
68 - Seasonal Models English.vtt	9.2 KB
68 - Seasonal Models.mp4	22.8 MB
69 - Predicting Stability English.vtt	2.1 KB
69 - Predicting Stability.mp4	4.6 MB
/11 - Measuring Volatility The ARCH Model/
51 - The ARCH Model.html	0.0 KB
52 - Volatility.html	0.0 KB
53 - A More Detailed Look of the ARCH Model.html	0.0 KB
54 - The archmodel Method.html	0.0 KB
55 - The SImple ARCH Model.html	0.0 KB
70 - CourseNotesTheARCHModel.pdf	141.5 KB
70 - The Autoregressive Conditional Heteroscedasticity ARCH Model English.vtt	6.3 KB
70 - The Autoregressive Conditional Heteroscedasticity ARCH Model.mp4	13.5 MB
71 - Volatility English.vtt	3.8 KB
71 - Volatility.mp4	7.8 MB
72 - A More Detailed Look of the ARCH Model English.vtt	7.5 KB
72 - A More Detailed Look of the ARCH Model.mp4	33.1 MB
73 - Section 11 The ARCH Model Completed.txt	0.1 KB
73 - Section 11 The ARCH Model Template.txt	0.1 KB
73 - The archmodel Method English.vtt	9.1 KB
73 - The archmodel Method.mp4	42.4 MB
73 - archmodel.pdf	63.3 KB
74 - The Simple ARCH Model English.vtt	8.1 KB
74 - The Simple ARCH Model.mp4	28.5 MB
75 - Higher English.vtt	3.5 KB
75 - Higher.mp4	13.9 MB
76 - An ARMA Equivalent of the ARCH Model English.vtt	1.7 KB
76 - An ARMA Equivalent of the ARCH Model.mp4	3.5 MB
/12 - An ARMA Equivalent of the ARCH The GARCH Model/
56 - The GARCH Model.html	0.0 KB
57 - The ARMA and the GARCH.html	0.0 KB
58 - The Simple GARCH Model.html	0.0 KB
59 - HigherLAg GARCH Models.html	0.0 KB
77 - CourseNotesTheGARCHModel.pdf	151.0 KB
77 - The Generalized Autoregressive Conditional Heteroskedasticity GARCH Model English.vtt	3.9 KB
77 - The Generalized Autoregressive Conditional Heteroskedasticity GARCH Model.mp4	7.8 MB
78 - The ARMA and the GARCH English.vtt	2.6 KB
78 - The ARMA and the GARCH.mp4	5.4 MB
79 - Section 12 The GARCH Model Completed.txt	0.1 KB
79 - Section 12 The GARCH Model Template.txt	0.1 KB
79 - The Simple GARCH Model English.vtt	4.0 KB
79 - The Simple GARCH Model.mp4	11.5 MB
80 - Higher English.vtt	4.4 KB
80 - Higher.mp4	12.9 MB
81 - An Alternative to the Model Selection Process English.vtt	1.4 KB
81 - An Alternative to the Model Selection Process.mp4	2.9 MB
/13 - Auto ARIMA/
82 - Auto ARIMA English.vtt	5.9 KB
82 - Auto ARIMA.mp4	12.0 MB
82 - Section 13 Auto ARIMA Completed.txt	0.1 KB
82 - Section 13 Auto ARIMA Template.txt	0.1 KB
83 - Preparing Python for Model Selection English.vtt	1.6 KB
83 - Preparing Python for Model Selection.mp4	8.5 MB
84 - The Default Best Fit English.vtt	7.0 KB
84 - The Default Best Fit.mp4	21.6 MB
85 - Auto ARIMA Arguments.txt	0.1 KB
85 - Basic Auto ARIMA Arguments English.vtt	12.2 KB
85 - Basic Auto ARIMA Arguments.mp4	42.7 MB
86 - Advanced Auto ARIMA Arguments English.vtt	5.3 KB
86 - Advanced Auto ARIMA Arguments.mp4	31.7 MB
87 - The Goal Behind Modelling English.vtt	1.1 KB
87 - The Goal Behind Modelling.mp4	2.7 MB
/14 - Forecasting/
88 - Introduction to Forecasting English.vtt	8.8 KB
88 - Introduction to Forecasting.mp4	46.7 MB
88 - Section 14 Forecasting Completed.txt	0.1 KB
88 - Section 14 Forecasting Template.txt	0.1 KB
89 - Simple Forecasting Returns with AR and MA English.vtt	4.7 KB
89 - Simple Forecasting Returns with AR and MA.mp4	26.0 MB
90 - Intermediate MAX Model Forecasting English.vtt	7.4 KB
90 - Intermediate MAX Model Forecasting.mp4	15.9 MB
91 - Advanced Seasonal Forecasting English.vtt	4.9 KB
91 - Advanced Seasonal Forecasting.mp4	24.5 MB
92 - Auto ARIMA Forecasting English.vtt	5.7 KB
92 - Auto ARIMA Forecasting.mp4	16.8 MB
93 - Pitfalls of Forecasting English.vtt	7.6 KB
93 - Pitfalls of Forecasting.mp4	36.1 MB
94 - Forecasting Volatility English.vtt	6.5 KB
94 - Forecasting Volatility.mp4	29.0 MB
95 - Forecasting Appendix Multivariate Forecasting English.vtt	9.4 KB
95 - Forecasting Appendix Multivariate Forecasting.mp4	44.5 MB
/15 - Business Case/
96 - Business Case English.vtt	34.4 KB
96 - Business Case.mp4	183.2 MB
96 - Section 15 Business Case Completed.txt	0.1 KB
96 - Section 15 Business Case Template.txt	0.1 KB
97 - Completing 100.html	1.9 KB
/2 - Setting Up the Environment/
10 - Installing Packages Exercise Solution.html	0.6 KB
3 - Setting up the environment English.vtt	1.2 KB
3 - Setting up the environment.mp4	2.3 MB
4 - Why Python and Jupyter English.vtt	5.9 KB
4 - Why Python and Jupyter.mp4	10.2 MB
5 - Installing Anaconda English.vtt	4.1 KB
5 - Installing Anaconda.mp4	11.5 MB
6 - Jupyter Dashboard English.vtt	2.9 KB
6 - Jupyter Dashboard.mp4	4.7 MB
7 - Jupyter Dashboard English.vtt	6.2 KB
7 - Jupyter Dashboard.mp4	12.9 MB
8 - Installing the Necessary Packages English.vtt	1.7 KB
8 - Installing the Necessary Packages.mp4	3.1 MB
9 - Installing Packages Exercise.html	0.4 KB
/3 - Introduction to Time Series in Python/
1 - Introduction to Time Series Data.html	0.0 KB
11 - Introduction to Time English.vtt	5.1 KB
11 - Introduction to TimeSeries Data.mp4	49.5 MB
12 - Notation for Time Series Data English.vtt	1.7 KB
12 - Notation for Time Series Data.mp4	3.5 MB
13 - Peculiarities of Time Series Data English.vtt	3.6 KB
13 - Peculiarities of Time Series Data.mp4	9.3 MB
14 - Index2018.csv	297.7 KB
14 - Loading the Data English.vtt	2.5 KB
14 - Loading the Data.mp4	5.5 MB
14 - Section 3 Introduction to Time Series Completed.txt	0.1 KB
14 - Section 3 Introduction to Time Series Template.txt	0.1 KB
15 - Examining the Data English.vtt	6.3 KB
15 - Examining the Data.mp4	15.8 MB
16 - Plotting the Data English.vtt	5.6 KB
16 - Plotting the Data.mp4	17.7 MB
17 - The QQ Plot English.vtt	3.3 KB
17 - The QQ Plot.mp4	7.3 MB
2 - Notation for Time Series Data.html	0.0 KB
3 - Peculiarities of Time Series Data.html	0.0 KB
4 - Loading the Data.html	0.0 KB
5 - Examining the Data.html	0.0 KB
6 - Plotting the Data.html	0.0 KB
7 - The QQ Plot.html	0.0 KB
/4 - Creating a Time Series Object in Python/
10 - Setting the Frequency.html	0.0 KB
11 - Filling Missing Values.html	0.0 KB
12 - Adding and Removing Columns in a Data Frame.html	0.0 KB
13 - Splitting Up the Data.html	0.0 KB
18 - Section 4 Creating a Time Series Object in Python Completed.txt	0.1 KB
18 - Section 4 Creating a Time Series Object in Python Template.txt	0.1 KB
18 - Transforming String inputs into DateTime Values English.vtt	5.8 KB
18 - Transforming String inputs into DateTime Values.mp4	29.3 MB
19 - Using Date as an Index English.vtt	3.4 KB
19 - Using Date as an Index.mp4	6.8 MB
20 - Setting the Frequency English.vtt	2.9 KB
20 - Setting the Frequency.mp4	6.2 MB
21 - Filling Missing Values English.vtt	6.5 KB
21 - Filling Missing Values.mp4	16.7 MB
22 - Adding and Removing Columns in a Data Frame English.vtt	4.0 KB
22 - Adding and Removing Columns in a Data Frame.mp4	9.3 MB
23 - Splitting Up the Data English.vtt	4.8 KB
23 - Splitting Up the Data.mp4	11.3 MB
24 - Appendix Updating the Dataset.html	7.9 KB
24 - Appendix Updating the Dataset.txt	0.1 KB
24 - Section4AppendixUpdatingtheDataset.pdf	241.1 KB
8 - Transforming String inputs into DateTime Values.html	0.0 KB
9 - Using Dates as an Index.html	0.0 KB
/5 - Working with Time Series in Python/
14 - White Noise.html	0.0 KB
15 - Random Walk.html	0.0 KB
16 - Stationarity.html	0.0 KB
17 - Determining Weak Form Stationarity.html	0.0 KB
18 - Seasonality.html	0.0 KB
19 - Correlation Between Past and Present Values.html	0.0 KB
20 - The Autocorrelation Function ACF.html	0.0 KB
21 - The Partial Autocorrelation Function PACF.html	0.0 KB
25 - Section 5 Working with Time Series in Python Completed.txt	0.1 KB
25 - Section 5 Working with Time Series in Python Template.txt	0.1 KB
25 - WarningMessages.pdf	155.1 KB
25 - White Noise English.vtt	7.4 KB
25 - White Noise.mp4	42.6 MB
26 - RandWalk.csv	167.9 KB
26 - Random Walk English.vtt	5.9 KB
26 - Random Walk.mp4	15.4 MB
27 - Stationarity English.vtt	2.9 KB
27 - Stationarity.mp4	6.2 MB
28 - Determining Weak Form Stationarity English.vtt	6.8 KB
28 - Determining Weak Form Stationarity.mp4	13.1 MB
29 - Seasonality English.vtt	5.8 KB
29 - Seasonality.mp4	18.6 MB
30 - Correlation Between Past and Present Values English.vtt	1.9 KB
30 - Correlation Between Past and Present Values.mp4	3.9 MB
31 - The Autocorrelation Function ACF English.vtt	7.2 KB
31 - The Autocorrelation Function ACF.mp4	18.0 MB
31 - TheACF.pdf	63.5 KB
32 - The Partial Autocorrelation Function PACF English.vtt	5.8 KB
32 - The Partial Autocorrelation Function PACF.mp4	13.8 MB
32 - ThePACF.pdf	65.1 KB
/6 - Picking the Correct Model/
22 - Picking the Correct Model.html	0.0 KB
33 - Picking the Correct Model English.vtt	3.0 KB
33 - Picking the Correct Model.mp4	6.5 MB
/7 - Modeling Autoregression The AR Model/
23 - The Autoregressive AR Model.html	0.0 KB
24 - Examining the ACF and PACF of Prices.html	0.0 KB
25 - Fitting an AR1 Model for Index Prices.html	0.0 KB
26 - Fitting HigherLag AR Models for Prices.html	0.0 KB
27 - Using Returns Instead of Prices.html	0.0 KB
28 - Examining the ACF and PACF of Returns.html	0.0 KB
29 - Fitting an AR1 Model for Index Returns.html	0.0 KB
30 - Fitting HigherLag AR Models for Returns.html	0.0 KB
31 - Normalizing Values.html	0.0 KB
32 - Model Selection for Normalized Returns.html	0.0 KB
33 - Examining the AR Model Residuals.html	0.0 KB
34 - The Autoregressive AR Model English.vtt	5.9 KB
34 - The Autoregressive AR Model.mp4	47.5 MB
35 - CourseNotesTheARModel.pdf	435.6 KB
35 - Examining the ACF and PACF of Prices English.vtt	5.5 KB
35 - Examining the ACF and PACF of Prices.mp4	15.6 MB
35 - Section 7 The AR Model Prices Completed.txt	0.1 KB
35 - Section 7 The AR Model Prices Template.txt	0.1 KB
36 - Fitting an AR1 Model for Index Prices English.vtt	5.7 KB
36 - Fitting an AR1 Model for Index Prices.mp4	15.1 MB
37 - Fitting Higher English.vtt	10.5 KB
37 - Fitting Higher.mp4	57.6 MB
38 - Section 7 The AR Model Returns Completed.txt	0.1 KB
38 - Section 7 The AR Model Returns Template.txt	0.1 KB
38 - Using Returns Instead of Prices English.vtt	6.9 KB
38 - Using Returns Instead of Prices.mp4	15.7 MB
39 - Examining the ACF and PACF of Returns English.vtt	2.5 KB
39 - Examining the ACF and PACF of Returns.mp4	8.1 MB
40 - Fitting an AR1 Model for Index Returns English.vtt	2.8 KB
40 - Fitting an AR1 Model for Index Returns.mp4	5.6 MB
41 - Fitting Higher English.vtt	3.8 KB
41 - Fitting Higher.mp4	12.2 MB
42 - Normalizing Values English.vtt	6.2 KB
42 - Normalizing Values.mp4	15.3 MB
43 - Model Selection for Normalized Returns AR English.vtt	2.6 KB
43 - Model Selection for Normalized Returns AR.mp4	10.2 MB
44 - Examining the AR Model Residuals English.vtt	6.4 KB
44 - Examining the AR Model Residuals.mp4	25.6 MB
45 - Unexpected Shocks from Past Periods English.vtt	1.8 KB
45 - Unexpected Shocks from Past Periods.mp4	4.1 MB
/8 - Adjusting to Shocks The MA Model/
34 - The Moving Average MA Model.html	0.0 KB
35 - Fitting an MA1 Model for Returns.html	0.0 KB
36 - Fitting HigherLag MA Models for Returns.html	0.0 KB
37 - Examining the MA Model Residuals for Returns.html	0.0 KB
38 - Model Selection for Normalized Returns MA.html	0.0 KB
39 - Fitting an MA1 Model for Prices.html	0.0 KB
46 - 811ARInfMA1.pdf	170.4 KB
46 - 811MAInfAR1.pdf	173.2 KB
46 - The Moving Average MA Model English.vtt	6.0 KB
46 - The Moving Average MA Model.mp4	16.6 MB
47 - CourseNotesTheMAModel.pdf	139.3 KB
47 - Fitting an MA1 Model for Returns English.vtt	4.6 KB
47 - Fitting an MA1 Model for Returns.mp4	12.4 MB
47 - Section 8 The MA Model Completed.txt	0.1 KB
47 - Section 8 The MA Model Template.txt	0.1 KB
48 - Fitting Higher English.vtt	8.5 KB
48 - Fitting Higher.mp4	51.1 MB
49 - Examining the MA Model Residuals for Returns English.vtt	6.4 KB
49 - Examining the MA Model Residuals for Returns.mp4	26.8 MB
50 - Model Selection for Normalized Returns MA English.vtt	3.8 KB
50 - Model Selection for Normalized Returns MA.mp4	14.8 MB
51 - Fitting an MA1 Model for Prices English.vtt	5.5 KB
51 - Fitting an MA1 Model for Prices.mp4	14.1 MB
52 - Past Values and Past Errors English.vtt	2.9 KB
52 - Past Values and Past Errors.mp4	5.9 MB
/9 - Past Values and Past Errors The ARMA Model/
40 - The Autoregressive Moving Average ARMA Model.html	0.0 KB
41 - Fitting a Simple ARMA Model for Returns.html	0.0 KB
42 - Fitting a HigherLag ARMA Model for Returns Part 3.html	0.0 KB
43 - Examining the ARMA Model Residuals of Returns.html	0.0 KB
44 - ARMA for Prices.html	0.0 KB
53 - CourseNotesTheARMAModel.pdf	150.6 KB
53 - The Autoregressive Moving Average ARMA Model English.vtt	3.7 KB
53 - The Autoregressive Moving Average ARMA Model.mp4	8.5 MB
54 - Fitting a Simple ARMA Model for Returns English.vtt	4.8 KB
54 - Fitting a Simple ARMA Model for Returns.mp4	16.0 MB
54 - Section 9 The ARMA Completed.txt	0.1 KB
54 - Section 9 The ARMA Template.txt	0.1 KB
55 - Fitting a Higher English.vtt	6.4 KB
55 - Fitting a Higher.mp4	28.9 MB
56 - Fitting a Higher English.vtt	6.6 KB
56 - Fitting a Higher.mp4	28.8 MB
57 - Fitting a Higher English.vtt	6.2 KB
57 - Fitting a Higher.mp4	21.2 MB
58 - Examining the ARMA Model Residuals of Returns English.vtt	7.9 KB
58 - Examining the ARMA Model Residuals of Returns.mp4	39.8 MB
59 - ARMA for Prices English.vtt	9.0 KB
59 - ARMA for Prices.mp4	43.9 MB
60 - ARMA Models and Non English.vtt	2.6 KB
60 - ARMA Models and Non.mp4	4.7 MB
Total files 297