Udemy - Time Series Analysis and Forecasting using R

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 3.0 GB
  • Uploaded By freecoursewb
  • Downloads 173
  • Last checked 2 days ago
  • Date uploaded 2 years ago
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Infohash : CD11C0C40538BB09A342683E5090DD6772B9259C



Time Series Analysis and Forecasting using R

https://DevCourseWeb.com

Published 10/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 24m | Size: 3 GB

https://www.udemy.com/course/time-series-analysis-and-forecasting-using-r/

What you'll learn
Methods of Forecasting and Steps in Forecasting
Problems in Forecasting and Simple Forecasting Methods
Simple and Multiple Regression and Time Series Decomposition
Exponential Smoothing and ARIMA models

Requirements
Basic knowledge in statistics, mathematics, programming
Basic knowledge of using R and Excel

Files:

[ DevCourseWeb.com ] Udemy - Time Series Analysis and Forecasting using R
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction to Business Analytics Forecasting.mp4 (46.8 MB)
    2. Getting Started
    • 1. What is Forecasting.mp4 (171.5 MB)
    • 2. What is Forecasting Continues.mp4 (83.4 MB)
    • 3. Methods of Forecasting.mp4 (134.5 MB)
    • 4. Steps of Forecasting.mp4 (143.1 MB)
    • 5. Problems with Forecasting.mp4 (125.2 MB)
    3. Simple Forecasting Methods
    • 1. Simple Forecasting Methods.mp4 (128.9 MB)
    • 2. Methods in Simple Forecasting Methods.mp4 (60.4 MB)
    • 3. Example of Simple Forecasting Methods.mp4 (52.0 MB)
    4. Transformations and Adjustments
    • 1. Transformations and Adjustments.mp4 (83.0 MB)
    • 2. Transformations and Adjustments Example.mp4 (113.9 MB)
    • 3. Forecasting Accuracy.mp4 (88.0 MB)
    • 4. Simple Regression in Forecasting.mp4 (141.3 MB)
    • 5. Simple Regression in Forecasting Continues.mp4 (143.0 MB)
    5. Simple Regression and Multiple Linear Regression
    • 1. Example of Simple Regression in Forecasting.mp4 (71.1 MB)
    • 2. Non Linear Regression.mp4 (74.4 MB)
    • 3. Forecasting with Regression.mp4 (64.0 MB)
    • 4. Time Series Regression.mp4 (77.6 MB)
    • 5. Time Series Regression Continues.mp4 (65.4 MB)
    • 6. Multiple Linear Regression.mp4 (97.6 MB)
    • 7. Predictors Forecasting for Formula.mp4 (120.9 MB)
    6. Time Series Decomposition
    • 1. Time Series Decomposition.mp4 (93.3 MB)
    • 2. Time Series Decomposition Continues.mp4 (92.3 MB)
    • 3. Forecasting with Decomposition.mp4 (99.2 MB)
    • 4. Exponential Smoothing in Forecasting.mp4 (92.0 MB)
    • 5. ARIMA Modelling.mp4 (133.5 MB)
    7. Model
    • 1. Auto Regressive Model.mp4 (75.7 MB)
    • 2. Moving Average Model.mp4 (59.9 MB)
    • 3. Non Seasonal ARIMA.mp4 (104.4 MB)
    • 4. ACF and PACF plot in Forecasting.mp4 (91.4 MB)
    • 5. More on ARIMA Modelling.mp4 (93.1 MB)
    • 6. Seasonal ARIMA Modelling.mp4 (85.8 MB)
    • Bonus Resources.txt (0.4 KB)

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