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[UdemyCourseDownloader] Python for Time Series Data Analysis

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1.61 GB

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c241952a452a95bb26551c6f8a77b2eb6622c4f4

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12-05-2019 15:55

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File	Size
01. Introduction/001. Course Overview - PLEASE DO NOT SKIP THIS LECTURE.mp4	9.82 MB
01. Introduction/001.1 UDEMY_TSA_FINAL.zip	10.88 MB
01. Introduction/002. Course Overview Check.html	140.00 B
01. Introduction/003. Course Curriculum Overview.mp4	5.96 MB
01. Introduction/004. FAQ - Frequently Asked Questions.html	5.13 kB
01. Introduction/004.1 UDEMY_TSA_FINAL.zip	10.88 MB
02. Course Set Up and Install/005. Installing Anaconda Python Distribution and Jupyter.mp4	26.68 MB
02. Course Set Up and Install/005.1 TSA_COURSE_NOTEBOOKS.zip	11.72 MB
02. Course Set Up and Install/005.2 The .yml file..html	127.00 B
03. NumPy/006. NumPy Section Overview.mp4	1.07 MB
03. NumPy/007. NumPy Arrays - Part One.mp4	17.33 MB
03. NumPy/008. NumPy Arrays - Part Two.mp4	13.52 MB
03. NumPy/009. NumPy Indexing and Selection.mp4	17.23 MB
03. NumPy/010. NumPy Operations.mp4	10.37 MB
03. NumPy/011. NumPy Exercises.mp4	4.50 MB
03. NumPy/012. NumPy Exercise Solutions.mp4	15.27 MB
04. Pandas Overview/013. Introduction to Pandas.mp4	1.68 MB
04. Pandas Overview/014. Series.mp4	13.88 MB
04. Pandas Overview/015. DataFrames - Part One.mp4	23.68 MB
04. Pandas Overview/016. DataFrames - Part Two.mp4	20.56 MB
04. Pandas Overview/017. Missing Data with Pandas.mp4	12.06 MB
04. Pandas Overview/018. Group By Operations.mp4	8.56 MB
04. Pandas Overview/019. Common Operations.mp4	13.92 MB
04. Pandas Overview/020. Data Input and Output.mp4	20.77 MB
04. Pandas Overview/021. Pandas Exercises.mp4	7.82 MB
04. Pandas Overview/022. Pandas Exercises Solutions.mp4	26.93 MB
05. Data Visualization with Pandas/023. Overview of Capabilities of Data Visualization with Pandas.mp4	2.43 MB
05. Data Visualization with Pandas/024. Visualizing Data with Pandas.mp4	32.62 MB
05. Data Visualization with Pandas/025. Customizing Plots created with Pandas.mp4	16.48 MB
05. Data Visualization with Pandas/026. Pandas Data Visualization Exercise.mp4	6.95 MB
05. Data Visualization with Pandas/027. Pandas Data Visualization Exercise Solutions.mp4	14.60 MB
06. Time Series with Pandas/028. Overview of Time Series with Pandas.mp4	1.78 MB
06. Time Series with Pandas/029. DateTime Index.mp4	14.36 MB
06. Time Series with Pandas/030. DateTime Index Part Two.mp4	19.87 MB
06. Time Series with Pandas/031. Time Resampling.mp4	22.43 MB
06. Time Series with Pandas/032. Time Shifting.mp4	9.18 MB
06. Time Series with Pandas/033. Rolling and Expanding.mp4	15.35 MB
06. Time Series with Pandas/034. Visualizing Time Series Data.mp4	20.55 MB
06. Time Series with Pandas/035. Visualizing Time Series Data - Part Two.mp4	23.38 MB
06. Time Series with Pandas/036. Time Series Exercises - Set One.mp4	3.63 MB
06. Time Series with Pandas/037. Time Series Exercises - Set One - Solutions.mp4	9.24 MB
06. Time Series with Pandas/038. Time Series with Pandas Project Exercise - Set Two.mp4	11.39 MB
06. Time Series with Pandas/039. Time Series with Pandas Project Exercise - Set Two - Solutions.mp4	27.41 MB
07. Time Series Analysis with Statsmodels/040. Introduction to Time Series Analysis with Statsmodels.mp4	2.04 MB
07. Time Series Analysis with Statsmodels/041. Introduction to Statsmodels Library.mp4	21.52 MB
07. Time Series Analysis with Statsmodels/042. ETS Decomposition.mp4	17.70 MB
07. Time Series Analysis with Statsmodels/043. EWMA - Theory.mp4	6.65 MB
07. Time Series Analysis with Statsmodels/044. EWMA - Exponentially Weighted Moving Average.mp4	26.24 MB
07. Time Series Analysis with Statsmodels/045. Holt - Winters Methods Theory.mp4	14.02 MB
07. Time Series Analysis with Statsmodels/046. Holt - Winters Methods Code Along - Part One.mp4	18.15 MB
07. Time Series Analysis with Statsmodels/047. Holt - Winters Methods Code Along - Part Two.mp4	26.58 MB
07. Time Series Analysis with Statsmodels/048. Statsmodels Time Series Exercises.mp4	7.04 MB
07. Time Series Analysis with Statsmodels/049. Statsmodels Time Series Exercise Solutions.mp4	12.80 MB
08. General Forecasting Models/050. Introduction to General Forecasting Section.mp4	5.28 MB
08. General Forecasting Models/051. Introduction to Forecasting Models Part One.mp4	22.08 MB
08. General Forecasting Models/052. Evaluating Forecast Predictions.mp4	12.89 MB
08. General Forecasting Models/053. Introduction to Forecasting Models Part Two.mp4	20.26 MB
08. General Forecasting Models/054. ACF and PACF Theory.mp4	13.80 MB
08. General Forecasting Models/055. ACF and PACF Code Along.mp4	27.30 MB
08. General Forecasting Models/056. ARIMA Overview.mp4	20.04 MB
08. General Forecasting Models/057. Autoregression - AR - Overview.mp4	8.27 MB
08. General Forecasting Models/058. Autoregression - AR with Statsmodels.mp4	41.75 MB
08. General Forecasting Models/059. Descriptive Statistics and Tests - Part One.mp4	12.03 MB
08. General Forecasting Models/060. Descriptive Statistics and Tests - Part Two.mp4	48.96 MB
08. General Forecasting Models/061. Descriptive Statistics and Tests - Part Three.mp4	12.40 MB
08. General Forecasting Models/062. ARIMA Theory Overview.mp4	8.55 MB
08. General Forecasting Models/063. Choosing ARIMA Orders - Part One.mp4	9.65 MB
08. General Forecasting Models/064. Choosing ARIMA Orders - Part Two.mp4	31.80 MB
08. General Forecasting Models/065. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part One.mp4	21.78 MB
08. General Forecasting Models/066. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part Two.mp4	64.61 MB
08. General Forecasting Models/067. SARIMA - Seasonal Autoregressive Integrated Moving Average.mp4	35.01 MB
08. General Forecasting Models/068. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART ONE.mp4	10.81 MB
08. General Forecasting Models/069. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART TWO.mp4	43.04 MB
08. General Forecasting Models/070. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART 3.mp4	36.70 MB
08. General Forecasting Models/071. Vector AutoRegression - VAR.mp4	8.27 MB
08. General Forecasting Models/072. VAR - Code Along.mp4	31.16 MB
08. General Forecasting Models/073. VAR - Code Along - Part Two.mp4	37.77 MB
08. General Forecasting Models/074. Vector AutoRegression Moving Average - VARMA.mp4	3.97 MB
08. General Forecasting Models/075. Vector AutoRegression Moving Average - VARMA - Code Along.mp4	29.19 MB
08. General Forecasting Models/076. Forecasting Exercises.mp4	6.10 MB
08. General Forecasting Models/077. Forecasting Exercises - Solutions.mp4	19.36 MB
09. Deep Learning for Time Series Forecasting/078. Introduction to Deep Learning Section.mp4	6.44 MB
09. Deep Learning for Time Series Forecasting/079. Perceptron Model.mp4	6.85 MB
09. Deep Learning for Time Series Forecasting/080. Introduction to Neural Networks.mp4	8.92 MB
09. Deep Learning for Time Series Forecasting/081. Keras Basics.mp4	29.12 MB
09. Deep Learning for Time Series Forecasting/082. Recurrent Neural Network Overview.mp4	10.32 MB
09. Deep Learning for Time Series Forecasting/083. LSTMS and GRU.mp4	13.77 MB
09. Deep Learning for Time Series Forecasting/084. Keras and RNN Project - Part One.mp4	21.09 MB
09. Deep Learning for Time Series Forecasting/085. Keras and RNN Project - Part Two.mp4	20.58 MB
09. Deep Learning for Time Series Forecasting/086. Keras and RNN Project - Part Three.mp4	46.74 MB
09. Deep Learning for Time Series Forecasting/087. Keras and RNN Exercise.mp4	9.76 MB
09. Deep Learning for Time Series Forecasting/088. Keras and RNN Exercise Solutions.mp4	26.18 MB
10. Facebook's Prophet Library/089. Overview of Facebook's Prophet Library.mp4	4.80 MB
10. Facebook's Prophet Library/090. Facebook's Prophet Library.mp4	34.83 MB
10. Facebook's Prophet Library/091. Facebook Prophet Evaluation.mp4	35.60 MB
10. Facebook's Prophet Library/092. Facebook Prophet Trend.mp4	7.89 MB
10. Facebook's Prophet Library/093. Facebook Prophet Seasonality.mp4	12.20 MB
Udemy Course downloader.txt	94.00 B
udemycoursedownloader.com.url	132.00 B

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