[UdemyCourseDownloader] Python for Time Series Data Analysis


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[UdemyCourseDownloader] Python for Time Series Data Analysis
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Torrent File Content (99 files)


[UdemyCourseDownloader] Python for Time Series Data Analysis
    08. General Forecasting Models
          066. ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part Two.mp4 -
64.61 MB

     udemycoursedownloader.com.url -
132 bytes

    01. Introduction
          001. Course Overview - PLEASE DO NOT SKIP THIS LECTURE.mp4 -
9.82 MB

          001.1 UDEMY_TSA_FINAL.zip -
10.88 MB

          002. Course Overview Check.html -
140 bytes

          003. Course Curriculum Overview.mp4 -
5.96 MB

          004. FAQ - Frequently Asked Questions.html -
5.13 KB

          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

          005.1 TSA_COURSE_NOTEBOOKS.zip -
11.72 MB

          005.2 The .yml file..html -
127 bytes

    03. NumPy
          006. NumPy Section Overview.mp4 -
1.07 MB

          007. NumPy Arrays - Part One.mp4 -
17.33 MB

          008. NumPy Arrays - Part Two.mp4 -
13.52 MB

          009. NumPy Indexing and Selection.mp4 -
17.23 MB

          010. NumPy Operations.mp4 -
10.37 MB

          011. NumPy Exercises.mp4 -
4.5 MB

          012. NumPy Exercise Solutions.mp4 -
15.27 MB

    04. Pandas Overview
          013. Introduction to Pandas.mp4 -
1.68 MB

          014. Series.mp4 -
13.88 MB

          015. DataFrames - Part One.mp4 -
23.68 MB

          016. DataFrames - Part Two.mp4 -
20.56 MB

          017. Missing Data with Pandas.mp4 -
12.06 MB

          018. Group By Operations.mp4 -
8.56 MB

          019. Common Operations.mp4 -
13.92 MB

          020. Data Input and Output.mp4 -
20.77 MB

          021. Pandas Exercises.mp4 -
7.82 MB

          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

          024. Visualizing Data with Pandas.mp4 -
32.62 MB

          025. Customizing Plots created with Pandas.mp4 -
16.48 MB

          026. Pandas Data Visualization Exercise.mp4 -
6.95 MB

          027. Pandas Data Visualization Exercise Solutions.mp4 -
14.6 MB

    06. Time Series with Pandas
          028. Overview of Time Series with Pandas.mp4 -
1.78 MB

          029. DateTime Index.mp4 -
14.36 MB

          030. DateTime Index Part Two.mp4 -
19.87 MB

          031. Time Resampling.mp4 -
22.43 MB

          032. Time Shifting.mp4 -
9.18 MB

          033. Rolling and Expanding.mp4 -
15.35 MB

          034. Visualizing Time Series Data.mp4 -
20.55 MB

          035. Visualizing Time Series Data - Part Two.mp4 -
23.38 MB

          036. Time Series Exercises - Set One.mp4 -
3.63 MB

          037. Time Series Exercises - Set One - Solutions.mp4 -
9.24 MB

          038. Time Series with Pandas Project Exercise - Set Two.mp4 -
11.39 MB

          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

          041. Introduction to Statsmodels Library.mp4 -
21.52 MB

          042. ETS Decomposition.mp4 -
17.7 MB

          043. EWMA - Theory.mp4 -
6.65 MB

          044. EWMA - Exponentially Weighted Moving Average.mp4 -
26.24 MB



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