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[UdemyCourseDownloader] Python for Time Series Data Analysis

Magnet Download Download Torrent
File Name
Size
08. General Forecasting Models/066. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part Two.mp4
65 MB
udemycoursedownloader.com.url
132 B
01. Introduction/001. Course Overview - PLEASE DO NOT SKIP THIS LECTURE.mp4
9.8 MB
01. Introduction/001.1 UDEMY_TSA_FINAL.zip
11 MB
01. Introduction/002. Course Overview Check.html
140 B
01. Introduction/003. Course Curriculum Overview.mp4
6.0 MB
01. Introduction/004. FAQ - Frequently Asked Questions.html
5.1 kB
01. Introduction/004.1 UDEMY_TSA_FINAL.zip
11 MB
02. Course Set Up and Install/005. Installing Anaconda Python Distribution and Jupyter.mp4
27 MB
02. Course Set Up and Install/005.1 TSA_COURSE_NOTEBOOKS.zip
12 MB
02. Course Set Up and Install/005.2 The .yml file..html
127 B
03. NumPy/006. NumPy Section Overview.mp4
1.1 MB
03. NumPy/007. NumPy Arrays - Part One.mp4
17 MB
03. NumPy/008. NumPy Arrays - Part Two.mp4
14 MB
03. NumPy/009. NumPy Indexing and Selection.mp4
17 MB
03. NumPy/010. NumPy Operations.mp4
10 MB
03. NumPy/011. NumPy Exercises.mp4
4.5 MB
03. NumPy/012. NumPy Exercise Solutions.mp4
15 MB
04. Pandas Overview/013. Introduction to Pandas.mp4
1.7 MB
04. Pandas Overview/014. Series.mp4
14 MB
04. Pandas Overview/015. DataFrames - Part One.mp4
24 MB
04. Pandas Overview/016. DataFrames - Part Two.mp4
21 MB
04. Pandas Overview/017. Missing Data with Pandas.mp4
12 MB
04. Pandas Overview/018. Group By Operations.mp4
8.6 MB
04. Pandas Overview/019. Common Operations.mp4
14 MB
04. Pandas Overview/020. Data Input and Output.mp4
21 MB
04. Pandas Overview/021. Pandas Exercises.mp4
7.8 MB
04. Pandas Overview/022. Pandas Exercises Solutions.mp4
27 MB
05. Data Visualization with Pandas/023. Overview of Capabilities of Data Visualization with Pandas.mp4
2.4 MB
05. Data Visualization with Pandas/024. Visualizing Data with Pandas.mp4
33 MB
05. Data Visualization with Pandas/025. Customizing Plots created with Pandas.mp4
16 MB
05. Data Visualization with Pandas/026. Pandas Data Visualization Exercise.mp4
6.9 MB
05. Data Visualization with Pandas/027. Pandas Data Visualization Exercise Solutions.mp4
15 MB
06. Time Series with Pandas/028. Overview of Time Series with Pandas.mp4
1.8 MB
06. Time Series with Pandas/029. DateTime Index.mp4
14 MB
06. Time Series with Pandas/030. DateTime Index Part Two.mp4
20 MB
06. Time Series with Pandas/031. Time Resampling.mp4
22 MB
06. Time Series with Pandas/032. Time Shifting.mp4
9.2 MB
06. Time Series with Pandas/033. Rolling and Expanding.mp4
15 MB
06. Time Series with Pandas/034. Visualizing Time Series Data.mp4
21 MB
06. Time Series with Pandas/035. Visualizing Time Series Data - Part Two.mp4
23 MB
06. Time Series with Pandas/036. Time Series Exercises - Set One.mp4
3.6 MB
06. Time Series with Pandas/037. Time Series Exercises - Set One - Solutions.mp4
9.2 MB
06. Time Series with Pandas/038. Time Series with Pandas Project Exercise - Set Two.mp4
11 MB
06. Time Series with Pandas/039. Time Series with Pandas Project Exercise - Set Two - Solutions.mp4
27 MB
07. Time Series Analysis with Statsmodels/040. Introduction to Time Series Analysis with Statsmodels.mp4
2.0 MB
07. Time Series Analysis with Statsmodels/041. Introduction to Statsmodels Library.mp4
22 MB
07. Time Series Analysis with Statsmodels/042. ETS Decomposition.mp4
18 MB
07. Time Series Analysis with Statsmodels/043. EWMA - Theory.mp4
6.6 MB
07. Time Series Analysis with Statsmodels/044. EWMA - Exponentially Weighted Moving Average.mp4
26 MB
07. Time Series Analysis with Statsmodels/045. Holt - Winters Methods Theory.mp4
14 MB
07. Time Series Analysis with Statsmodels/046. Holt - Winters Methods Code Along - Part One.mp4
18 MB
07. Time Series Analysis with Statsmodels/047. Holt - Winters Methods Code Along - Part Two.mp4
27 MB
07. Time Series Analysis with Statsmodels/048. Statsmodels Time Series Exercises.mp4
7.0 MB
07. Time Series Analysis with Statsmodels/049. Statsmodels Time Series Exercise Solutions.mp4
13 MB
08. General Forecasting Models/050. Introduction to General Forecasting Section.mp4
5.3 MB
08. General Forecasting Models/051. Introduction to Forecasting Models Part One.mp4
22 MB
08. General Forecasting Models/052. Evaluating Forecast Predictions.mp4
13 MB
08. General Forecasting Models/053. Introduction to Forecasting Models Part Two.mp4
20 MB
08. General Forecasting Models/054. ACF and PACF Theory.mp4
14 MB
08. General Forecasting Models/055. ACF and PACF Code Along.mp4
27 MB
08. General Forecasting Models/056. ARIMA Overview.mp4
20 MB
08. General Forecasting Models/057. Autoregression - AR - Overview.mp4
8.3 MB
08. General Forecasting Models/058. Autoregression - AR with Statsmodels.mp4
42 MB
08. General Forecasting Models/059. Descriptive Statistics and Tests - Part One.mp4
12 MB
08. General Forecasting Models/060. Descriptive Statistics and Tests - Part Two.mp4
49 MB
08. General Forecasting Models/061. Descriptive Statistics and Tests - Part Three.mp4
12 MB
08. General Forecasting Models/062. ARIMA Theory Overview.mp4
8.5 MB
08. General Forecasting Models/063. Choosing ARIMA Orders - Part One.mp4
9.7 MB
08. General Forecasting Models/064. Choosing ARIMA Orders - Part Two.mp4
32 MB
08. General Forecasting Models/065. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part One.mp4
22 MB
Udemy Course downloader.txt
94 B
08. General Forecasting Models/067. SARIMA - Seasonal Autoregressive Integrated Moving Average.mp4
35 MB
08. General Forecasting Models/068. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART ONE.mp4
11 MB
08. General Forecasting Models/069. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART TWO.mp4
43 MB
08. General Forecasting Models/070. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART 3.mp4
37 MB
08. General Forecasting Models/071. Vector AutoRegression - VAR.mp4
8.3 MB
08. General Forecasting Models/072. VAR - Code Along.mp4
31 MB
08. General Forecasting Models/073. VAR - Code Along - Part Two.mp4
38 MB
08. General Forecasting Models/074. Vector AutoRegression Moving Average - VARMA.mp4
4.0 MB
08. General Forecasting Models/075. Vector AutoRegression Moving Average - VARMA - Code Along.mp4
29 MB
08. General Forecasting Models/076. Forecasting Exercises.mp4
6.1 MB
08. General Forecasting Models/077. Forecasting Exercises - Solutions.mp4
19 MB
09. Deep Learning for Time Series Forecasting/078. Introduction to Deep Learning Section.mp4
6.4 MB
09. Deep Learning for Time Series Forecasting/079. Perceptron Model.mp4
6.8 MB
09. Deep Learning for Time Series Forecasting/080. Introduction to Neural Networks.mp4
8.9 MB
09. Deep Learning for Time Series Forecasting/081. Keras Basics.mp4
29 MB
09. Deep Learning for Time Series Forecasting/082. Recurrent Neural Network Overview.mp4
10 MB
09. Deep Learning for Time Series Forecasting/083. LSTMS and GRU.mp4
14 MB
09. Deep Learning for Time Series Forecasting/084. Keras and RNN Project - Part One.mp4
21 MB
09. Deep Learning for Time Series Forecasting/085. Keras and RNN Project - Part Two.mp4
21 MB
09. Deep Learning for Time Series Forecasting/086. Keras and RNN Project - Part Three.mp4
47 MB
09. Deep Learning for Time Series Forecasting/087. Keras and RNN Exercise.mp4
9.8 MB
09. Deep Learning for Time Series Forecasting/088. Keras and RNN Exercise Solutions.mp4
26 MB
10. Facebook's Prophet Library/089. Overview of Facebook's Prophet Library.mp4
4.8 MB
10. Facebook's Prophet Library/090. Facebook's Prophet Library.mp4
35 MB
10. Facebook's Prophet Library/091. Facebook Prophet Evaluation.mp4
36 MB
10. Facebook's Prophet Library/092. Facebook Prophet Trend.mp4
7.9 MB
10. Facebook's Prophet Library/093. Facebook Prophet Seasonality.mp4
12 MB