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

  • 收录时间:2023-09-16 07:41:27
  • 文件大小:5GB
  • 下载次数:1
  • 最近下载:2023-09-16 07:41:27
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文件列表

  1. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/key_1.csv 711MB
  2. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/webtraf.csv 265MB
  3. 04 Time Series Based Forecasting/038 webtraf.csv 265MB
  4. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 Exploratory Data Analysis(EDA) Basic Visualizations with R--- [ UdemyTuts.com ] ---.mp4 216MB
  5. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 Remove Missing Values--- [ UdemyTuts.com ] ---.mp4 159MB
  6. 04 Time Series Based Forecasting/032 Linear Regression For Forecasting With Trend Seasonality--- [ UdemyTuts.com ] ---.mp4 131MB
  7. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Read in CSV Excel Data--- [ UdemyTuts.com ] ---.mp4 123MB
  8. 02 Start With Time Series Data/010 Visualize Temporal Data in R--- [ UdemyTuts.com ] ---.mp4 120MB
  9. 05 Machine Learning Techniques For Time Series Data/041 Linear Regression On Real Data--- [ UdemyTuts.com ] ---.mp4 114MB
  10. 05 Machine Learning Techniques For Time Series Data/047 Evaluate the Performance of an RNN Model--- [ UdemyTuts.com ] ---.mp4 106MB
  11. 05 Machine Learning Techniques For Time Series Data/046 RNNs With Temporal Data--- [ UdemyTuts.com ] ---.mp4 106MB
  12. 04 Time Series Based Forecasting/038 ARIMA With Fourier Terms--- [ UdemyTuts.com ] ---.mp4 103MB
  13. 04 Time Series Based Forecasting/031 Linear Regression For Predicting Values As a Function of Time--- [ UdemyTuts.com ] ---.mp4 102MB
  14. 03 Important Pre-Conditions of Time Series Modelling/020 Differencing Make A Non-Stationary Time Series Stationary--- [ UdemyTuts.com ] ---.mp4 98MB
  15. 05 Machine Learning Techniques For Time Series Data/042 Machine Learning Regression Models for Non-Parametric Data For Forecasting--- [ UdemyTuts.com ] ---.mp4 92MB
  16. 06 Detecting Sudden ChangesMajor Events/049 Breaks For Additive Season and Trend (BFAST) For Time Series in R--- [ UdemyTuts.com ] ---.mp4 92MB
  17. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 More Data Cleaning--- [ UdemyTuts.com ] ---.mp4 91MB
  18. 06 Detecting Sudden ChangesMajor Events/048 Detect An Anomaly in Time Series Data--- [ UdemyTuts.com ] ---.mp4 88MB
  19. 04 Time Series Based Forecasting/039 BATS For Forecasting--- [ UdemyTuts.com ] ---.mp4 87MB
  20. 05 Machine Learning Techniques For Time Series Data/044 Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks)--- [ UdemyTuts.com ] ---.mp4 86MB
  21. 02 Start With Time Series Data/015 Visualize Monthly Temporal Data--- [ UdemyTuts.com ] ---.mp4 84MB
  22. 02 Start With Time Series Data/011 Components of Time Series Data--- [ UdemyTuts.com ] ---.mp4 80MB
  23. 02 Start With Time Series Data/009 Pre-Processing Data With Times--- [ UdemyTuts.com ] ---.mp4 77MB
  24. 04 Time Series Based Forecasting/030 Forecasting On the Fly--- [ UdemyTuts.com ] ---.mp4 76MB
  25. 06 Detecting Sudden ChangesMajor Events/050 Structural Change Detection--- [ UdemyTuts.com ] ---.mp4 75MB
  26. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/003 Installing R and R Studio--- [ UdemyTuts.com ] ---.mp4 71MB
  27. 04 Time Series Based Forecasting/037 Automatic ARIMA With Real Life Data--- [ UdemyTuts.com ] ---.mp4 70MB
  28. 04 Time Series Based Forecasting/029 Theta Lines For Forecasting--- [ UdemyTuts.com ] ---.mp4 70MB
  29. 02 Start With Time Series Data/014 Other Ways Of Identifying Trend in Time Series Data--- [ UdemyTuts.com ] ---.mp4 67MB
  30. 05 Machine Learning Techniques For Time Series Data/040 Linear Regression With timetk--- [ UdemyTuts.com ] ---.mp4 67MB
  31. 04 Time Series Based Forecasting/025 Simple Exponential Smoothing for Short Term Forecasts--- [ UdemyTuts.com ] ---.mp4 66MB
  32. 04 Time Series Based Forecasting/028 Simple Moving Average--- [ UdemyTuts.com ] ---.mp4 65MB
  33. 05 Machine Learning Techniques For Time Series Data/043 XGBoost For Time Series Forecasting--- [ UdemyTuts.com ] ---.mp4 63MB
  34. 03 Important Pre-Conditions of Time Series Modelling/022 Seasonal Differencing--- [ UdemyTuts.com ] ---.mp4 60MB
  35. 04 Time Series Based Forecasting/026 Other Basic Forecasting Techniques--- [ UdemyTuts.com ] ---.mp4 60MB
  36. 06 Detecting Sudden ChangesMajor Events/051 Structural Changes in Forex Regime--- [ UdemyTuts.com ] ---.mp4 60MB
  37. 03 Important Pre-Conditions of Time Series Modelling/019 Is My Time Series Stationary--- [ UdemyTuts.com ] ---.mp4 58MB
  38. 05 Machine Learning Techniques For Time Series Data/045 Neural Network for Forecasting--- [ UdemyTuts.com ] ---.mp4 56MB
  39. 02 Start With Time Series Data/008 Works With Dates in R--- [ UdemyTuts.com ] ---.mp4 56MB
  40. 02 Start With Time Series Data/012 Moving Averages (MA) For Visualizing a TrendPattern--- [ UdemyTuts.com ] ---.mp4 54MB
  41. 02 Start With Time Series Data/013 Detecting Significant Trend--- [ UdemyTuts.com ] ---.mp4 54MB
  42. 04 Time Series Based Forecasting/035 Lagged Regression--- [ UdemyTuts.com ] ---.mp4 51MB
  43. 02 Start With Time Series Data/018 Work With Seasonality--- [ UdemyTuts.com ] ---.mp4 49MB
  44. 04 Time Series Based Forecasting/036 Automatic ARIMA Model Fitting and Forecasting--- [ UdemyTuts.com ] ---.mp4 45MB
  45. 02 Start With Time Series Data/016 Identify Cyclical Behavior with Fourier Transforms--- [ UdemyTuts.com ] ---.mp4 45MB
  46. 04 Time Series Based Forecasting/033 Lags--- [ UdemyTuts.com ] ---.mp4 45MB
  47. 03 Important Pre-Conditions of Time Series Modelling/023 Detrending Time Series With Linear Regression--- [ UdemyTuts.com ] ---.mp4 43MB
  48. 02 Start With Time Series Data/017 STL Decomposition--- [ UdemyTuts.com ] ---.mp4 41MB
  49. 04 Time Series Based Forecasting/027 Moving Averages (MA) For Forecasting--- [ UdemyTuts.com ] ---.mp4 35MB
  50. 03 Important Pre-Conditions of Time Series Modelling/021 Make the Mean Variance Constant--- [ UdemyTuts.com ] ---.mp4 35MB
  51. 04 Time Series Based Forecasting/034 Weekly Lags--- [ UdemyTuts.com ] ---.mp4 35MB
  52. 03 Important Pre-Conditions of Time Series Modelling/024 Detrending Time Series With Mean Subtraction--- [ UdemyTuts.com ] ---.mp4 26MB
  53. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/001 Introduction to the Course--- [ UdemyTuts.com ] ---.mp4 12MB
  54. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/growth-in-gdp.csv 5MB
  55. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/growth_in_gdp.csv 5MB
  56. 02 Start With Time Series Data/011 growth-in-gdp.csv 5MB
  57. 06 Detecting Sudden ChangesMajor Events/048 growth-in-gdp.csv 5MB
  58. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/RData 1MB
  59. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/5stocks.csv 161KB
  60. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/5stocks.csv 161KB
  61. 02 Start With Time Series Data/010 5stocks.csv 161KB
  62. 04 Time Series Based Forecasting/036 5stocks.csv 161KB
  63. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 winequality-red.csv 82KB
  64. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/winequality-red.csv 82KB
  65. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/daily-minimum-temperatures-in-me.csv 66KB
  66. 04 Time Series Based Forecasting/032 daily-minimum-temperatures-in-me.csv 66KB
  67. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 boston1.xls 58KB
  68. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/boston1.xls 58KB
  69. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/day.csv 56KB
  70. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/day.csv 56KB
  71. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/day.csv 56KB
  72. 02 Start With Time Series Data/012 day.csv 56KB
  73. 05 Machine Learning Techniques For Time Series Data/041 day.csv 56KB
  74. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/denguecases.csv 51KB
  75. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/denguecases.csv 51KB
  76. 02 Start With Time Series Data/011 denguecases.csv 51KB
  77. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/PlotNDMI.csv 28KB
  78. 02 Start With Time Series Data/009 PlotNDMI.csv 28KB
  79. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 Exploratory Data Analysis(EDA) Basic Visualizations with R.en--- [ UdemyTuts.com ] ---.srt 20KB
  80. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 Remove Missing Values.en--- [ UdemyTuts.com ] ---.srt 17KB
  81. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/Rhistory 17KB
  82. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/Rhistory 16KB
  83. 02 Start With Time Series Data/010 Visualize Temporal Data in R.en--- [ UdemyTuts.com ] ---.srt 12KB
  84. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Read in CSV Excel Data.en--- [ UdemyTuts.com ] ---.srt 12KB
  85. 05 Machine Learning Techniques For Time Series Data/044 Theory Behind ANN (Artificial Neural Network) and DNN (Deep Neural Networks).en--- [ UdemyTuts.com ] ---.srt 11KB
  86. 02 Start With Time Series Data/011 Components of Time Series Data.en--- [ UdemyTuts.com ] ---.srt 11KB
  87. 04 Time Series Based Forecasting/032 Linear Regression For Forecasting With Trend Seasonality.en--- [ UdemyTuts.com ] ---.srt 10KB
  88. 05 Machine Learning Techniques For Time Series Data/041 Linear Regression On Real Data.en--- [ UdemyTuts.com ] ---.srt 10KB
  89. 06 Detecting Sudden ChangesMajor Events/048 Detect An Anomaly in Time Series Data.en--- [ UdemyTuts.com ] ---.srt 10KB
  90. 02 Start With Time Series Data/009 Pre-Processing Data With Times.en--- [ UdemyTuts.com ] ---.srt 10KB
  91. 03 Important Pre-Conditions of Time Series Modelling/020 Differencing Make A Non-Stationary Time Series Stationary.en--- [ UdemyTuts.com ] ---.srt 9KB
  92. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 More Data Cleaning.en--- [ UdemyTuts.com ] ---.srt 9KB
  93. 04 Time Series Based Forecasting/031 Linear Regression For Predicting Values As a Function of Time.en--- [ UdemyTuts.com ] ---.srt 9KB
  94. 05 Machine Learning Techniques For Time Series Data/046 RNNs With Temporal Data.en--- [ UdemyTuts.com ] ---.srt 9KB
  95. 02 Start With Time Series Data/015 Visualize Monthly Temporal Data.en--- [ UdemyTuts.com ] ---.srt 8KB
  96. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/monthly-beer-production-in-austr.csv 8KB
  97. 02 Start With Time Series Data/008 Works With Dates in R.en--- [ UdemyTuts.com ] ---.srt 8KB
  98. 05 Machine Learning Techniques For Time Series Data/047 Evaluate the Performance of an RNN Model.en--- [ UdemyTuts.com ] ---.srt 8KB
  99. 06 Detecting Sudden ChangesMajor Events/049 Breaks For Additive Season and Trend (BFAST) For Time Series in R.en--- [ UdemyTuts.com ] ---.srt 8KB
  100. 06 Detecting Sudden ChangesMajor Events/050 Structural Change Detection.en--- [ UdemyTuts.com ] ---.srt 8KB
  101. 04 Time Series Based Forecasting/039 BATS For Forecasting.en--- [ UdemyTuts.com ] ---.srt 7KB
  102. 04 Time Series Based Forecasting/030 Forecasting On the Fly.en--- [ UdemyTuts.com ] ---.srt 7KB
  103. 04 Time Series Based Forecasting/038 ARIMA With Fourier Terms.en--- [ UdemyTuts.com ] ---.srt 7KB
  104. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/003 Installing R and R Studio.en--- [ UdemyTuts.com ] ---.srt 7KB
  105. 05 Machine Learning Techniques For Time Series Data/042 Machine Learning Regression Models for Non-Parametric Data For Forecasting.en--- [ UdemyTuts.com ] ---.srt 7KB
  106. 05 Machine Learning Techniques For Time Series Data/040 Linear Regression With timetk.en--- [ UdemyTuts.com ] ---.srt 7KB
  107. 02 Start With Time Series Data/014 Other Ways Of Identifying Trend in Time Series Data.en--- [ UdemyTuts.com ] ---.srt 7KB
  108. 04 Time Series Based Forecasting/025 Simple Exponential Smoothing for Short Term Forecasts.en--- [ UdemyTuts.com ] ---.srt 7KB
  109. 04 Time Series Based Forecasting/029 Theta Lines For Forecasting.en--- [ UdemyTuts.com ] ---.srt 6KB
  110. 02 Start With Time Series Data/013 Detecting Significant Trend.en--- [ UdemyTuts.com ] ---.srt 6KB
  111. 04 Time Series Based Forecasting/028 Simple Moving Average.en--- [ UdemyTuts.com ] ---.srt 6KB
  112. 06 Detecting Sudden ChangesMajor Events/051 Structural Changes in Forex Regime.en--- [ UdemyTuts.com ] ---.srt 6KB
  113. 04 Time Series Based Forecasting/026 Other Basic Forecasting Techniques.en--- [ UdemyTuts.com ] ---.srt 6KB
  114. 03 Important Pre-Conditions of Time Series Modelling/019 Is My Time Series Stationary.en--- [ UdemyTuts.com ] ---.srt 5KB
  115. 04 Time Series Based Forecasting/037 Automatic ARIMA With Real Life Data.en--- [ UdemyTuts.com ] ---.srt 5KB
  116. 03 Important Pre-Conditions of Time Series Modelling/022 Seasonal Differencing.en--- [ UdemyTuts.com ] ---.srt 5KB
  117. 02 Start With Time Series Data/016 Identify Cyclical Behavior with Fourier Transforms.en--- [ UdemyTuts.com ] ---.srt 5KB
  118. 05 Machine Learning Techniques For Time Series Data/043 XGBoost For Time Series Forecasting.en--- [ UdemyTuts.com ] ---.srt 5KB
  119. 02 Start With Time Series Data/012 Moving Averages (MA) For Visualizing a TrendPattern.en--- [ UdemyTuts.com ] ---.srt 5KB
  120. 02 Start With Time Series Data/018 Work With Seasonality.en--- [ UdemyTuts.com ] ---.srt 5KB
  121. 04 Time Series Based Forecasting/035 Lagged Regression.en--- [ UdemyTuts.com ] ---.srt 4KB
  122. 03 Important Pre-Conditions of Time Series Modelling/023 Detrending Time Series With Linear Regression.en--- [ UdemyTuts.com ] ---.srt 4KB
  123. 02 Start With Time Series Data/017 STL Decomposition.en--- [ UdemyTuts.com ] ---.srt 4KB
  124. 05 Machine Learning Techniques For Time Series Data/045 Neural Network for Forecasting.en--- [ UdemyTuts.com ] ---.srt 4KB
  125. 04 Time Series Based Forecasting/036 Automatic ARIMA Model Fitting and Forecasting.en--- [ UdemyTuts.com ] ---.srt 4KB
  126. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L42_ols2.txt 3KB
  127. 05 Machine Learning Techniques For Time Series Data/041 ols2.txt 3KB
  128. 04 Time Series Based Forecasting/033 Lags.en--- [ UdemyTuts.com ] ---.srt 3KB
  129. 03 Important Pre-Conditions of Time Series Modelling/021 Make the Mean Variance Constant.en--- [ UdemyTuts.com ] ---.srt 3KB
  130. 04 Time Series Based Forecasting/027 Moving Averages (MA) For Forecasting.en--- [ UdemyTuts.com ] ---.srt 3KB
  131. 04 Time Series Based Forecasting/034 Weekly Lags.en--- [ UdemyTuts.com ] ---.srt 3KB
  132. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L43_machine learn.txt 3KB
  133. 05 Machine Learning Techniques For Time Series Data/042 machine-learn.txt 3KB
  134. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L33_include trend & seasonal_lm.txt 2KB
  135. 04 Time Series Based Forecasting/032 include-trend-seasonal-lm.txt 2KB
  136. 03 Important Pre-Conditions of Time Series Modelling/024 Detrending Time Series With Mean Subtraction.en--- [ UdemyTuts.com ] ---.srt 2KB
  137. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L48_rnn eff.txt 2KB
  138. 05 Machine Learning Techniques For Time Series Data/047 rnn-eff.txt 2KB
  139. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/001 Introduction to the Course.en--- [ UdemyTuts.com ] ---.srt 2KB
  140. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L52_strucc_forex.txt 2KB
  141. 06 Detecting Sudden ChangesMajor Events/051 strucc-forex.txt 2KB
  142. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L15_other means_trend detection.txt 2KB
  143. 02 Start With Time Series Data/014 other-means-trend-detection.txt 2KB
  144. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L50_bdast.txt 2KB
  145. 06 Detecting Sudden ChangesMajor Events/049 bdast.txt 2KB
  146. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L38_auto arima_dengue.txt 2KB
  147. 04 Time Series Based Forecasting/037 auto-arima-dengue.txt 2KB
  148. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L41_ols1.txt 1KB
  149. 05 Machine Learning Techniques For Time Series Data/040 ols1.txt 1KB
  150. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/005 removeNA.txt 1KB
  151. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L6_removeNA.txt 1KB
  152. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L23_seasonal differencing.txt 1KB
  153. 03 Important Pre-Conditions of Time Series Modelling/022 seasonal-differencing.txt 1KB
  154. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L40_bats.txt 1KB
  155. 04 Time Series Based Forecasting/039 bats.txt 1KB
  156. 04 Time Series Based Forecasting/039 L40-bats.txt 1KB
  157. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L16_month.txt 1KB
  158. 02 Start With Time Series Data/015 month.txt 1KB
  159. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L19_work with seasonality.txt 1KB
  160. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/moving average.txt 1KB
  161. 02 Start With Time Series Data/012 moving-average.txt 1KB
  162. 02 Start With Time Series Data/018 work-with-seasonality.txt 1KB
  163. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L13_MA.txt 1KB
  164. 02 Start With Time Series Data/012 L13-MA.txt 1KB
  165. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L46_neural forecast.txt 1KB
  166. 05 Machine Learning Techniques For Time Series Data/045 neural-forecast.txt 1KB
  167. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L21_differencing.txt 1KB
  168. 03 Important Pre-Conditions of Time Series Modelling/020 differencing.txt 1KB
  169. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L39_auto arima_forecast.txt 1KB
  170. 04 Time Series Based Forecasting/038 L39-auto-arima-forecast.txt 1KB
  171. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L49_struc_changeTemporal.txt 1KB
  172. 06 Detecting Sudden ChangesMajor Events/048 struc-changeTemporal.txt 1KB
  173. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L44_xgb.txt 1KB
  174. 05 Machine Learning Techniques For Time Series Data/043 xgb.txt 1KB
  175. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L12_ts-components.txt 1KB
  176. 02 Start With Time Series Data/011 ts-components.txt 1KB
  177. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L20_stationary_adf.txt 1KB
  178. 03 Important Pre-Conditions of Time Series Modelling/019 stationary-adf.txt 1KB
  179. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/007 EDA.txt 1KB
  180. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L8_EDA.txt 1KB
  181. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/002 Data and Scripts For the Course.html 1KB
  182. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L10_date-preprocess.txt 1KB
  183. 02 Start With Time Series Data/009 date-preprocess.txt 1KB
  184. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 5/L47_RNN_Temporal.txt 1KB
  185. 05 Machine Learning Techniques For Time Series Data/046 RNN-Temporal.txt 1KB
  186. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L24_detrending_lm.txt 1KB
  187. 03 Important Pre-Conditions of Time Series Modelling/023 detrending-lm.txt 1KB
  188. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L28_ma forecasting.txt 1KB
  189. 04 Time Series Based Forecasting/027 ma-forecasting.txt 1KB
  190. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L11_TEMPORALDATA.txt 997B
  191. 02 Start With Time Series Data/010 TEMPORALDATA.txt 997B
  192. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L27_forecastTech.txt 977B
  193. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L32_ols_frecasting.txt 977B
  194. 04 Time Series Based Forecasting/026 forecastTech.txt 977B
  195. 04 Time Series Based Forecasting/031 ols-frecasting.txt 977B
  196. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L17_fourier.txt 912B
  197. 02 Start With Time Series Data/016 fourier.txt 912B
  198. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/006 more-dta-clean.txt 897B
  199. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L7_more data clean.txt 897B
  200. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L30_thetaL.txt 790B
  201. 04 Time Series Based Forecasting/029 thetaL.txt 790B
  202. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L9_r-date.txt 729B
  203. 02 Start With Time Series Data/008 r-date.txt 729B
  204. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L14_significantTrend.txt 725B
  205. 02 Start With Time Series Data/013 significantTrend.txt 725B
  206. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L36_lagged regression.txt 707B
  207. 04 Time Series Based Forecasting/035 lagged-regression.txt 707B
  208. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L34_lags.txt 682B
  209. 04 Time Series Based Forecasting/033 lags.txt 682B
  210. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L29_sma.txt 675B
  211. 04 Time Series Based Forecasting/028 sma.txt 675B
  212. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/differencing_log10.txt 674B
  213. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L22_mean_var.txt 674B
  214. 03 Important Pre-Conditions of Time Series Modelling/021 mean-var.txt 674B
  215. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 6/L51_strucc_year.txt 659B
  216. 06 Detecting Sudden ChangesMajor Events/050 strucc-year.txt 659B
  217. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 csv-excel.txt 650B
  218. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/L5_csv-excel.txt 650B
  219. ReadMe.txt 619B
  220. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L37_auto arima.txt 610B
  221. 04 Time Series Based Forecasting/036 auto-arima.txt 610B
  222. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L26_holtw.txt 601B
  223. 04 Time Series Based Forecasting/025 holtW.txt 601B
  224. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L35_lags weekly.txt 593B
  225. 04 Time Series Based Forecasting/034 lags-weekly.txt 593B
  226. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 2/L18_stl.txt 550B
  227. 02 Start With Time Series Data/017 stl.txt 550B
  228. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 4/L31_forecast_fly.txt 515B
  229. 04 Time Series Based Forecasting/030 forecast-fly.txt 515B
  230. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 3/L25_deetrend_mean.txt 468B
  231. 03 Important Pre-Conditions of Time Series Modelling/024 deetrend-mean.txt 468B
  232. How to Support [ UdemyTuts.com ] for Free.txt 352B
  233. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/004 Resp1.csv 273B
  234. 01 INTRODUCTION TO THE COURSE The Key Concepts and Software Tools/Course Data/section 1/Resp1.csv 273B
  235. Bonus Courses + Project Files.url 258B
  236. 06 Detecting Sudden ChangesMajor Events/Bonus Courses + Project Files.url 258B
  237. Just one Click to Get More Tutorials.url 249B
  238. 02 Start With Time Series Data/Just one Click to Get More Tutorials.url 249B
  239. 04 Time Series Based Forecasting/Just one Click to Get More Tutorials.url 249B
  240. 06 Detecting Sudden ChangesMajor Events/Just one Click to Get More Tutorials.url 249B
  241. Resources.url 241B
  242. 06 Detecting Sudden ChangesMajor Events/Resources.url 241B
  243. 00 Websites you may like/[UdemyTuts.com].url 183B
  244. [UdemyTuts.com].url 183B
  245. 03 Important Pre-Conditions of Time Series Modelling/[UdemyTuts.com].url 183B
  246. 04 Time Series Based Forecasting/[UdemyTuts.com].url 183B