File | Size |
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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 |