Download Udemy - Python for Time Series Data Analysis [GC] Torrent

Torrent Contents Size: 1.6 GB

Udemy - Python for Time Series Data Analysis [GC]

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001. Course Overview - PLEASE DO NOT SKIP THIS LECTURE.mp4	MP4	9.8 MB
001.1 UDEMY_TSA_FINAL.zip	ZIP	10.9 MB
002. Course Overview Check.html	HTML	102.4 B
003. Course Curriculum Overview.mp4	MP4	6 MB
004. FAQ - Frequently Asked Questions.html	HTML	5.1 KB
004.1 UDEMY_TSA_FINAL.zip	ZIP	10.9 MB
005. Installing Anaconda Python Distribution and Jupyter.mp4	MP4	26.7 MB
005.1 TSA_COURSE_NOTEBOOKS.zip	ZIP	11.7 MB
005.2 The .yml file..html	HTML	102.4 B
006. NumPy Section Overview.mp4	MP4	1.1 MB
007. NumPy Arrays - Part One.mp4	MP4	17.3 MB
008. NumPy Arrays - Part Two.mp4	MP4	13.5 MB
009. NumPy Indexing and Selection.mp4	MP4	17.2 MB
010. NumPy Operations.mp4	MP4	10.4 MB
011. NumPy Exercises.mp4	MP4	4.5 MB
012. NumPy Exercise Solutions.mp4	MP4	15.3 MB
013. Introduction to Pandas.mp4	MP4	1.7 MB
014. Series.mp4	MP4	13.9 MB
015. DataFrames - Part One.mp4	MP4	23.7 MB
016. DataFrames - Part Two.mp4	MP4	20.6 MB
017. Missing Data with Pandas.mp4	MP4	12.1 MB
018. Group By Operations.mp4	MP4	8.6 MB
019. Common Operations.mp4	MP4	13.9 MB
020. Data Input and Output.mp4	MP4	20.8 MB
021. Pandas Exercises.mp4	MP4	7.8 MB
022. Pandas Exercises Solutions.mp4	MP4	26.9 MB
023. Overview of Capabilities of Data Visualization with Pandas.mp4	MP4	2.4 MB
024. Visualizing Data with Pandas.mp4	MP4	32.6 MB
025. Customizing Plots created with Pandas.mp4	MP4	16.5 MB
026. Pandas Data Visualization Exercise.mp4	MP4	6.9 MB
027. Pandas Data Visualization Exercise Solutions.mp4	MP4	14.6 MB
028. Overview of Time Series with Pandas.mp4	MP4	1.8 MB
029. DateTime Index.mp4	MP4	14.4 MB
030. DateTime Index Part Two.mp4	MP4	19.9 MB
031. Time Resampling.mp4	MP4	22.4 MB
032. Time Shifting.mp4	MP4	9.2 MB
033. Rolling and Expanding.mp4	MP4	15.3 MB
034. Visualizing Time Series Data.mp4	MP4	20.6 MB
035. Visualizing Time Series Data - Part Two.mp4	MP4	23.4 MB
036. Time Series Exercises - Set One.mp4	MP4	3.6 MB
037. Time Series Exercises - Set One - Solutions.mp4	MP4	9.2 MB
038. Time Series with Pandas Project Exercise - Set Two.mp4	MP4	11.4 MB
039. Time Series with Pandas Project Exercise - Set Two - Solutions.mp4	MP4	27.4 MB
040. Introduction to Time Series Analysis with Statsmodels.mp4	MP4	2 MB
041. Introduction to Statsmodels Library.mp4	MP4	21.5 MB
042. ETS Decomposition.mp4	MP4	17.7 MB
043. EWMA - Theory.mp4	MP4	6.6 MB
044. EWMA - Exponentially Weighted Moving Average.mp4	MP4	26.2 MB
045. Holt - Winters Methods Theory.mp4	MP4	14 MB
046. Holt - Winters Methods Code Along - Part One.mp4	MP4	18.2 MB
047. Holt - Winters Methods Code Along - Part Two.mp4	MP4	26.6 MB
048. Statsmodels Time Series Exercises.mp4	MP4	7 MB
049. Statsmodels Time Series Exercise Solutions.mp4	MP4	12.8 MB
050. Introduction to General Forecasting Section.mp4	MP4	5.3 MB
051. Introduction to Forecasting Models Part One.mp4	MP4	22.1 MB
052. Evaluating Forecast Predictions.mp4	MP4	12.9 MB
053. Introduction to Forecasting Models Part Two.mp4	MP4	20.3 MB
054. ACF and PACF Theory.mp4	MP4	13.8 MB
055. ACF and PACF Code Along.mp4	MP4	27.3 MB
056. ARIMA Overview.mp4	MP4	20 MB
057. Autoregression - AR - Overview.mp4	MP4	8.3 MB
058. Autoregression - AR with Statsmodels.mp4	MP4	41.8 MB
059. Descriptive Statistics and Tests - Part One.mp4	MP4	12 MB
060. Descriptive Statistics and Tests - Part Two.mp4	MP4	49 MB
061. Descriptive Statistics and Tests - Part Three.mp4	MP4	12.4 MB
062. ARIMA Theory Overview.mp4	MP4	8.5 MB
063. Choosing ARIMA Orders - Part One.mp4	MP4	9.7 MB
064. Choosing ARIMA Orders - Part Two.mp4	MP4	31.8 MB
065. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part One.mp4	MP4	21.8 MB
066. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part Two.mp4	MP4	64.6 MB
067. SARIMA - Seasonal Autoregressive Integrated Moving Average.mp4	MP4	35 MB
068. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART ONE.mp4	MP4	10.8 MB
069. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART TWO.mp4	MP4	43 MB
070. SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - PART 3.mp4	MP4	36.7 MB
071. Vector AutoRegression - VAR.mp4	MP4	8.3 MB
072. VAR - Code Along.mp4	MP4	31.2 MB
073. VAR - Code Along - Part Two.mp4	MP4	37.8 MB
074. Vector AutoRegression Moving Average - VARMA.mp4	MP4	4 MB
075. Vector AutoRegression Moving Average - VARMA - Code Along.mp4	MP4	29.2 MB
076. Forecasting Exercises.mp4	MP4	6.1 MB
077. Forecasting Exercises - Solutions.mp4	MP4	19.4 MB
078. Introduction to Deep Learning Section.mp4	MP4	6.4 MB
079. Perceptron Model.mp4	MP4	6.8 MB
080. Introduction to Neural Networks.mp4	MP4	8.9 MB
081. Keras Basics.mp4	MP4	29.1 MB
082. Recurrent Neural Network Overview.mp4	MP4	10.3 MB
083. LSTMS and GRU.mp4	MP4	13.8 MB
084. Keras and RNN Project - Part One.mp4	MP4	21.1 MB
085. Keras and RNN Project - Part Two.mp4	MP4	20.6 MB
086. Keras and RNN Project - Part Three.mp4	MP4	46.7 MB
087. Keras and RNN Exercise.mp4	MP4	9.8 MB
088. Keras and RNN Exercise Solutions.mp4	MP4	26.2 MB
089. Overview of Facebook's Prophet Library.mp4	MP4	4.8 MB
090. Facebook's Prophet Library.mp4	MP4	34.8 MB
091. Facebook Prophet Evaluation.mp4	MP4	35.6 MB
092. Facebook Prophet Trend.mp4	MP4	7.9 MB
093. Facebook Prophet Seasonality.mp4	MP4	12.2 MB
Readme.txt	TXT	921.6 B
[GigaCourse.com].url	URL	0 B

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Udemy - Python for Time Series Data Analysis [GC]

Torrent Contents Size: 1.6 GB

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