[UdemyTuts] - Complete Time Series Data Analysis Bootcamp In R

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[UdemyTuts] - Complete Time Series Data Analysis Bootcamp In R

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收录时间：2022-03-19
最近下载：2025-07-28

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文件列表

  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/key_1.csv 745.5 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/webtraf.csv 278.0 MB
  • 04 Time Series Based Forecasting/038 webtraf.csv 278.0 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 Exploratory Data Analysis(EDA) Basic Visualizations with R--- [ UdemyTuts.com ] ---.mp4 226.7 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 Remove Missing Values--- [ UdemyTuts.com ] ---.mp4 167.0 MB
  • 04 Time Series Based Forecasting/032 Linear Regression For Forecasting With Trend Seasonality--- [ UdemyTuts.com ] ---.mp4 137.4 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Read in CSV Excel Data--- [ UdemyTuts.com ] ---.mp4 128.5 MB
  • 02 Start With Time Series Data/010 Visualize Temporal Data in R--- [ UdemyTuts.com ] ---.mp4 125.7 MB
  • 05 Machine Learning Techniques For Time Series Data/041 Linear Regression On Real Data--- [ UdemyTuts.com ] ---.mp4 119.9 MB
  • 05 Machine Learning Techniques For Time Series Data/047 Evaluate the Performance of an RNN Model--- [ UdemyTuts.com ] ---.mp4 111.6 MB
  • 05 Machine Learning Techniques For Time Series Data/046 RNNs With Temporal Data--- [ UdemyTuts.com ] ---.mp4 111.0 MB
  • 04 Time Series Based Forecasting/038 ARIMA With Fourier Terms--- [ UdemyTuts.com ] ---.mp4 107.9 MB
  • 04 Time Series Based Forecasting/031 Linear Regression For Predicting Values As a Function of Time--- [ UdemyTuts.com ] ---.mp4 106.5 MB
  • 03 Important Pre-Conditions of Time Series Modelling/020 Differencing Make A Non-Stationary Time Series Stationary--- [ UdemyTuts.com ] ---.mp4 103.3 MB
  • 05 Machine Learning Techniques For Time Series Data/042 Machine Learning Regression Models for Non-Parametric Data For Forecasting--- [ UdemyTuts.com ] ---.mp4 96.6 MB
  • 06 Detecting Sudden ChangesMajor Events/049 Breaks For Additive Season and Trend (BFAST) For Time Series in R--- [ UdemyTuts.com ] ---.mp4 96.2 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 More Data Cleaning--- [ UdemyTuts.com ] ---.mp4 95.7 MB
  • 06 Detecting Sudden ChangesMajor Events/048 Detect An Anomaly in Time Series Data--- [ UdemyTuts.com ] ---.mp4 92.5 MB
  • 04 Time Series Based Forecasting/039 BATS For Forecasting--- [ UdemyTuts.com ] ---.mp4 91.0 MB
  • 05 Machine Learning Techniques For Time Series Data/044 Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks)--- [ UdemyTuts.com ] ---.mp4 89.8 MB
  • 02 Start With Time Series Data/015 Visualize Monthly Temporal Data--- [ UdemyTuts.com ] ---.mp4 87.6 MB
  • 02 Start With Time Series Data/011 Components of Time Series Data--- [ UdemyTuts.com ] ---.mp4 83.6 MB
  • 02 Start With Time Series Data/009 Pre-Processing Data With Times--- [ UdemyTuts.com ] ---.mp4 80.8 MB
  • 04 Time Series Based Forecasting/030 Forecasting On the Fly--- [ UdemyTuts.com ] ---.mp4 79.3 MB
  • 06 Detecting Sudden ChangesMajor Events/050 Structural Change Detection--- [ UdemyTuts.com ] ---.mp4 78.2 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/003 Installing R and R Studio--- [ UdemyTuts.com ] ---.mp4 74.2 MB
  • 04 Time Series Based Forecasting/037 Automatic ARIMA With Real Life Data--- [ UdemyTuts.com ] ---.mp4 73.8 MB
  • 04 Time Series Based Forecasting/029 Theta Lines For Forecasting--- [ UdemyTuts.com ] ---.mp4 73.0 MB
  • 02 Start With Time Series Data/014 Other Ways Of Identifying Trend in Time Series Data--- [ UdemyTuts.com ] ---.mp4 70.6 MB
  • 05 Machine Learning Techniques For Time Series Data/040 Linear Regression With timetk--- [ UdemyTuts.com ] ---.mp4 70.0 MB
  • 04 Time Series Based Forecasting/025 Simple Exponential Smoothing for Short Term Forecasts--- [ UdemyTuts.com ] ---.mp4 69.3 MB
  • 04 Time Series Based Forecasting/028 Simple Moving Average--- [ UdemyTuts.com ] ---.mp4 68.7 MB
  • 05 Machine Learning Techniques For Time Series Data/043 XGBoost For Time Series Forecasting--- [ UdemyTuts.com ] ---.mp4 65.9 MB
  • 03 Important Pre-Conditions of Time Series Modelling/022 Seasonal Differencing--- [ UdemyTuts.com ] ---.mp4 62.8 MB
  • 04 Time Series Based Forecasting/026 Other Basic Forecasting Techniques--- [ UdemyTuts.com ] ---.mp4 62.6 MB
  • 06 Detecting Sudden ChangesMajor Events/051 Structural Changes in Forex Regime--- [ UdemyTuts.com ] ---.mp4 62.5 MB
  • 03 Important Pre-Conditions of Time Series Modelling/019 Is My Time Series Stationary--- [ UdemyTuts.com ] ---.mp4 61.3 MB
  • 05 Machine Learning Techniques For Time Series Data/045 Neural Network for Forecasting--- [ UdemyTuts.com ] ---.mp4 59.2 MB
  • 02 Start With Time Series Data/008 Works With Dates in R--- [ UdemyTuts.com ] ---.mp4 58.6 MB
  • 02 Start With Time Series Data/012 Moving Averages (MA) For Visualizing a TrendPattern--- [ UdemyTuts.com ] ---.mp4 56.4 MB
  • 02 Start With Time Series Data/013 Detecting Significant Trend--- [ UdemyTuts.com ] ---.mp4 56.4 MB
  • 04 Time Series Based Forecasting/035 Lagged Regression--- [ UdemyTuts.com ] ---.mp4 53.5 MB
  • 02 Start With Time Series Data/018 Work With Seasonality--- [ UdemyTuts.com ] ---.mp4 50.9 MB
  • 04 Time Series Based Forecasting/036 Automatic ARIMA Model Fitting and Forecasting--- [ UdemyTuts.com ] ---.mp4 47.0 MB
  • 02 Start With Time Series Data/016 Identify Cyclical Behavior with Fourier Transforms--- [ UdemyTuts.com ] ---.mp4 46.8 MB
  • 04 Time Series Based Forecasting/033 Lags--- [ UdemyTuts.com ] ---.mp4 46.8 MB
  • 03 Important Pre-Conditions of Time Series Modelling/023 Detrending Time Series With Linear Regression--- [ UdemyTuts.com ] ---.mp4 45.5 MB
  • 02 Start With Time Series Data/017 STL Decomposition--- [ UdemyTuts.com ] ---.mp4 42.5 MB
  • 04 Time Series Based Forecasting/027 Moving Averages (MA) For Forecasting--- [ UdemyTuts.com ] ---.mp4 37.0 MB
  • 03 Important Pre-Conditions of Time Series Modelling/021 Make the Mean Variance Constant--- [ UdemyTuts.com ] ---.mp4 37.0 MB
  • 04 Time Series Based Forecasting/034 Weekly Lags--- [ UdemyTuts.com ] ---.mp4 36.8 MB
  • 03 Important Pre-Conditions of Time Series Modelling/024 Detrending Time Series With Mean Subtraction--- [ UdemyTuts.com ] ---.mp4 27.5 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/001 Introduction to the Course--- [ UdemyTuts.com ] ---.mp4 12.5 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/growth-in-gdp.csv 5.2 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/growth_in_gdp.csv 5.2 MB
  • 02 Start With Time Series Data/011 growth-in-gdp.csv 5.2 MB
  • 06 Detecting Sudden ChangesMajor Events/048 growth-in-gdp.csv 5.2 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/RData 1.3 MB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/5stocks.csv 165.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/5stocks.csv 165.3 kB
  • 02 Start With Time Series Data/010 5stocks.csv 165.3 kB
  • 04 Time Series Based Forecasting/036 5stocks.csv 165.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 winequality-red.csv 84.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/winequality-red.csv 84.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/daily-minimum-temperatures-in-me.csv 68.0 kB
  • 04 Time Series Based Forecasting/032 daily-minimum-temperatures-in-me.csv 68.0 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 boston1.xls 59.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/boston1.xls 59.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/day.csv 57.6 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/day.csv 57.6 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/day.csv 57.6 kB
  • 02 Start With Time Series Data/012 day.csv 57.6 kB
  • 05 Machine Learning Techniques For Time Series Data/041 day.csv 57.6 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/denguecases.csv 52.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/denguecases.csv 52.2 kB
  • 02 Start With Time Series Data/011 denguecases.csv 52.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/PlotNDMI.csv 28.4 kB
  • 02 Start With Time Series Data/009 PlotNDMI.csv 28.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 Exploratory Data Analysis(EDA) Basic Visualizations with R.en--- [ UdemyTuts.com ] ---.srt 20.5 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 Remove Missing Values.en--- [ UdemyTuts.com ] ---.srt 17.7 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/Rhistory 17.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/Rhistory 16.8 kB
  • 02 Start With Time Series Data/010 Visualize Temporal Data in R.en--- [ UdemyTuts.com ] ---.srt 12.7 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Read in CSV Excel Data.en--- [ UdemyTuts.com ] ---.srt 12.0 kB
  • 05 Machine Learning Techniques For Time Series Data/044 Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).en--- [ UdemyTuts.com ] ---.srt 11.3 kB
  • 02 Start With Time Series Data/011 Components of Time Series Data.en--- [ UdemyTuts.com ] ---.srt 11.3 kB
  • 04 Time Series Based Forecasting/032 Linear Regression For Forecasting With Trend Seasonality.en--- [ UdemyTuts.com ] ---.srt 10.3 kB
  • 05 Machine Learning Techniques For Time Series Data/041 Linear Regression On Real Data.en--- [ UdemyTuts.com ] ---.srt 10.0 kB
  • 06 Detecting Sudden ChangesMajor Events/048 Detect An Anomaly in Time Series Data.en--- [ UdemyTuts.com ] ---.srt 9.9 kB
  • 02 Start With Time Series Data/009 Pre-Processing Data With Times.en--- [ UdemyTuts.com ] ---.srt 9.8 kB
  • 03 Important Pre-Conditions of Time Series Modelling/020 Differencing Make A Non-Stationary Time Series Stationary.en--- [ UdemyTuts.com ] ---.srt 9.5 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 More Data Cleaning.en--- [ UdemyTuts.com ] ---.srt 9.3 kB
  • 04 Time Series Based Forecasting/031 Linear Regression For Predicting Values As a Function of Time.en--- [ UdemyTuts.com ] ---.srt 8.9 kB
  • 05 Machine Learning Techniques For Time Series Data/046 RNNs With Temporal Data.en--- [ UdemyTuts.com ] ---.srt 8.7 kB
  • 02 Start With Time Series Data/015 Visualize Monthly Temporal Data.en--- [ UdemyTuts.com ] ---.srt 8.7 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/monthly-beer-production-in-austr.csv 8.3 kB
  • 02 Start With Time Series Data/008 Works With Dates in R.en--- [ UdemyTuts.com ] ---.srt 8.0 kB
  • 05 Machine Learning Techniques For Time Series Data/047 Evaluate the Performance of an RNN Model.en--- [ UdemyTuts.com ] ---.srt 7.8 kB
  • 06 Detecting Sudden ChangesMajor Events/049 Breaks For Additive Season and Trend (BFAST) For Time Series in R.en--- [ UdemyTuts.com ] ---.srt 7.8 kB
  • 06 Detecting Sudden ChangesMajor Events/050 Structural Change Detection.en--- [ UdemyTuts.com ] ---.srt 7.7 kB
  • 04 Time Series Based Forecasting/039 BATS For Forecasting.en--- [ UdemyTuts.com ] ---.srt 7.3 kB
  • 04 Time Series Based Forecasting/030 Forecasting On the Fly.en--- [ UdemyTuts.com ] ---.srt 7.3 kB
  • 04 Time Series Based Forecasting/038 ARIMA With Fourier Terms.en--- [ UdemyTuts.com ] ---.srt 7.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/003 Installing R and R Studio.en--- [ UdemyTuts.com ] ---.srt 7.2 kB
  • 05 Machine Learning Techniques For Time Series Data/042 Machine Learning Regression Models for Non-Parametric Data For Forecasting.en--- [ UdemyTuts.com ] ---.srt 7.1 kB
  • 05 Machine Learning Techniques For Time Series Data/040 Linear Regression With timetk.en--- [ UdemyTuts.com ] ---.srt 7.0 kB
  • 02 Start With Time Series Data/014 Other Ways Of Identifying Trend in Time Series Data.en--- [ UdemyTuts.com ] ---.srt 6.9 kB
  • 04 Time Series Based Forecasting/025 Simple Exponential Smoothing for Short Term Forecasts.en--- [ UdemyTuts.com ] ---.srt 6.9 kB
  • 04 Time Series Based Forecasting/029 Theta Lines For Forecasting.en--- [ UdemyTuts.com ] ---.srt 6.1 kB
  • 02 Start With Time Series Data/013 Detecting Significant Trend.en--- [ UdemyTuts.com ] ---.srt 6.0 kB
  • 04 Time Series Based Forecasting/028 Simple Moving Average.en--- [ UdemyTuts.com ] ---.srt 5.9 kB
  • 06 Detecting Sudden ChangesMajor Events/051 Structural Changes in Forex Regime.en--- [ UdemyTuts.com ] ---.srt 5.7 kB
  • 04 Time Series Based Forecasting/026 Other Basic Forecasting Techniques.en--- [ UdemyTuts.com ] ---.srt 5.7 kB
  • 03 Important Pre-Conditions of Time Series Modelling/019 Is My Time Series Stationary.en--- [ UdemyTuts.com ] ---.srt 5.6 kB
  • 04 Time Series Based Forecasting/037 Automatic ARIMA With Real Life Data.en--- [ UdemyTuts.com ] ---.srt 5.6 kB
  • 03 Important Pre-Conditions of Time Series Modelling/022 Seasonal Differencing.en--- [ UdemyTuts.com ] ---.srt 5.5 kB
  • 02 Start With Time Series Data/016 Identify Cyclical Behavior with Fourier Transforms.en--- [ UdemyTuts.com ] ---.srt 5.1 kB
  • 05 Machine Learning Techniques For Time Series Data/043 XGBoost For Time Series Forecasting.en--- [ UdemyTuts.com ] ---.srt 5.0 kB
  • 02 Start With Time Series Data/012 Moving Averages (MA) For Visualizing a TrendPattern.en--- [ UdemyTuts.com ] ---.srt 4.9 kB
  • 02 Start With Time Series Data/018 Work With Seasonality.en--- [ UdemyTuts.com ] ---.srt 4.8 kB
  • 04 Time Series Based Forecasting/035 Lagged Regression.en--- [ UdemyTuts.com ] ---.srt 4.5 kB
  • 03 Important Pre-Conditions of Time Series Modelling/023 Detrending Time Series With Linear Regression.en--- [ UdemyTuts.com ] ---.srt 4.5 kB
  • 02 Start With Time Series Data/017 STL Decomposition.en--- [ UdemyTuts.com ] ---.srt 4.5 kB
  • 05 Machine Learning Techniques For Time Series Data/045 Neural Network for Forecasting.en--- [ UdemyTuts.com ] ---.srt 4.3 kB
  • 04 Time Series Based Forecasting/036 Automatic ARIMA Model Fitting and Forecasting.en--- [ UdemyTuts.com ] ---.srt 4.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L42_ols2.txt 3.6 kB
  • 05 Machine Learning Techniques For Time Series Data/041 ols2.txt 3.6 kB
  • 04 Time Series Based Forecasting/033 Lags.en--- [ UdemyTuts.com ] ---.srt 3.5 kB
  • 03 Important Pre-Conditions of Time Series Modelling/021 Make the Mean Variance Constant.en--- [ UdemyTuts.com ] ---.srt 3.2 kB
  • 04 Time Series Based Forecasting/027 Moving Averages (MA) For Forecasting.en--- [ UdemyTuts.com ] ---.srt 3.2 kB
  • 04 Time Series Based Forecasting/034 Weekly Lags.en--- [ UdemyTuts.com ] ---.srt 2.9 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L43_machine learn.txt 2.8 kB
  • 05 Machine Learning Techniques For Time Series Data/042 machine-learn.txt 2.8 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L33_include trend & seasonal_lm.txt 2.3 kB
  • 04 Time Series Based Forecasting/032 include-trend-seasonal-lm.txt 2.3 kB
  • 03 Important Pre-Conditions of Time Series Modelling/024 Detrending Time Series With Mean Subtraction.en--- [ UdemyTuts.com ] ---.srt 2.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L48_rnn eff.txt 2.2 kB
  • 05 Machine Learning Techniques For Time Series Data/047 rnn-eff.txt 2.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/001 Introduction to the Course.en--- [ UdemyTuts.com ] ---.srt 2.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L52_strucc_forex.txt 1.8 kB
  • 06 Detecting Sudden ChangesMajor Events/051 strucc-forex.txt 1.8 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L15_other means_trend detection.txt 1.7 kB
  • 02 Start With Time Series Data/014 other-means-trend-detection.txt 1.7 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L50_bdast.txt 1.6 kB
  • 06 Detecting Sudden ChangesMajor Events/049 bdast.txt 1.6 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L38_auto arima_dengue.txt 1.6 kB
  • 04 Time Series Based Forecasting/037 auto-arima-dengue.txt 1.6 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L41_ols1.txt 1.5 kB
  • 05 Machine Learning Techniques For Time Series Data/040 ols1.txt 1.5 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 removeNA.txt 1.5 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L6_removeNA.txt 1.5 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L23_seasonal differencing.txt 1.4 kB
  • 03 Important Pre-Conditions of Time Series Modelling/022 seasonal-differencing.txt 1.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L40_bats.txt 1.4 kB
  • 04 Time Series Based Forecasting/039 bats.txt 1.4 kB
  • 04 Time Series Based Forecasting/039 L40-bats.txt 1.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L16_month.txt 1.4 kB
  • 02 Start With Time Series Data/015 month.txt 1.4 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L19_work with seasonality.txt 1.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/moving average.txt 1.3 kB
  • 02 Start With Time Series Data/012 moving-average.txt 1.3 kB
  • 02 Start With Time Series Data/018 work-with-seasonality.txt 1.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L13_MA.txt 1.3 kB
  • 02 Start With Time Series Data/012 L13-MA.txt 1.3 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L46_neural forecast.txt 1.2 kB
  • 05 Machine Learning Techniques For Time Series Data/045 neural-forecast.txt 1.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L21_differencing.txt 1.2 kB
  • 03 Important Pre-Conditions of Time Series Modelling/020 differencing.txt 1.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L39_auto arima_forecast.txt 1.2 kB
  • 04 Time Series Based Forecasting/038 L39-auto-arima-forecast.txt 1.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L49_struc_changeTemporal.txt 1.2 kB
  • 06 Detecting Sudden ChangesMajor Events/048 struc-changeTemporal.txt 1.2 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L44_xgb.txt 1.1 kB
  • 05 Machine Learning Techniques For Time Series Data/043 xgb.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L12_ts-components.txt 1.1 kB
  • 02 Start With Time Series Data/011 ts-components.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L20_stationary_adf.txt 1.1 kB
  • 03 Important Pre-Conditions of Time Series Modelling/019 stationary-adf.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 EDA.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L8_EDA.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/002 Data and Scripts For the Course.html 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L10_date-preprocess.txt 1.1 kB
  • 02 Start With Time Series Data/009 date-preprocess.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L47_RNN_Temporal.txt 1.1 kB
  • 05 Machine Learning Techniques For Time Series Data/046 RNN-Temporal.txt 1.1 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L24_detrending_lm.txt 1.0 kB
  • 03 Important Pre-Conditions of Time Series Modelling/023 detrending-lm.txt 1.0 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L28_ma forecasting.txt 1.0 kB
  • 04 Time Series Based Forecasting/027 ma-forecasting.txt 1.0 kB
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L11_TEMPORALDATA.txt 997 Bytes
  • 02 Start With Time Series Data/010 TEMPORALDATA.txt 997 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L27_forecastTech.txt 977 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L32_ols_frecasting.txt 977 Bytes
  • 04 Time Series Based Forecasting/026 forecastTech.txt 977 Bytes
  • 04 Time Series Based Forecasting/031 ols-frecasting.txt 977 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L17_fourier.txt 912 Bytes
  • 02 Start With Time Series Data/016 fourier.txt 912 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 more-dta-clean.txt 897 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L7_more data clean.txt 897 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L30_thetaL.txt 790 Bytes
  • 04 Time Series Based Forecasting/029 thetaL.txt 790 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L9_r-date.txt 729 Bytes
  • 02 Start With Time Series Data/008 r-date.txt 729 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L14_significantTrend.txt 725 Bytes
  • 02 Start With Time Series Data/013 significantTrend.txt 725 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L36_lagged regression.txt 707 Bytes
  • 04 Time Series Based Forecasting/035 lagged-regression.txt 707 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L34_lags.txt 682 Bytes
  • 04 Time Series Based Forecasting/033 lags.txt 682 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L29_sma.txt 675 Bytes
  • 04 Time Series Based Forecasting/028 sma.txt 675 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/differencing_log10.txt 674 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L22_mean_var.txt 674 Bytes
  • 03 Important Pre-Conditions of Time Series Modelling/021 mean-var.txt 674 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L51_strucc_year.txt 659 Bytes
  • 06 Detecting Sudden ChangesMajor Events/050 strucc-year.txt 659 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 csv-excel.txt 650 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L5_csv-excel.txt 650 Bytes
  • ReadMe.txt 619 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L37_auto arima.txt 610 Bytes
  • 04 Time Series Based Forecasting/036 auto-arima.txt 610 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L26_holtw.txt 601 Bytes
  • 04 Time Series Based Forecasting/025 holtW.txt 601 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L35_lags weekly.txt 593 Bytes
  • 04 Time Series Based Forecasting/034 lags-weekly.txt 593 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L18_stl.txt 550 Bytes
  • 02 Start With Time Series Data/017 stl.txt 550 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L31_forecast_fly.txt 515 Bytes
  • 04 Time Series Based Forecasting/030 forecast-fly.txt 515 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L25_deetrend_mean.txt 468 Bytes
  • 03 Important Pre-Conditions of Time Series Modelling/024 deetrend-mean.txt 468 Bytes
  • How to Support [ UdemyTuts.com ] for Free.txt 352 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Resp1.csv 273 Bytes
  • 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/Resp1.csv 273 Bytes
  • Bonus Courses + Project Files.url 258 Bytes
  • 06 Detecting Sudden ChangesMajor Events/Bonus Courses + Project Files.url 258 Bytes
  • Just one Click to Get More Tutorials.url 249 Bytes
  • 02 Start With Time Series Data/Just one Click to Get More Tutorials.url 249 Bytes
  • 04 Time Series Based Forecasting/Just one Click to Get More Tutorials.url 249 Bytes
  • 06 Detecting Sudden ChangesMajor Events/Just one Click to Get More Tutorials.url 249 Bytes
  • Resources.url 241 Bytes
  • 06 Detecting Sudden ChangesMajor Events/Resources.url 241 Bytes
  • 00 Websites you may like/[UdemyTuts.com].url 183 Bytes
  • [UdemyTuts.com].url 183 Bytes
  • 03 Important Pre-Conditions of Time Series Modelling/[UdemyTuts.com].url 183 Bytes
  • 04 Time Series Based Forecasting/[UdemyTuts.com].url 183 Bytes

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