ViewTube

ViewTube
Sign inSign up

Info

Time Series Analysis, Auto-Correlation Function (ACF) and Partial Auto-Correlation Function (PACF), Seasonality Analysis, GARCH Model Forecasting Tutorials.

Python, R, Excel data analysis tutorials.

Tags

time series analysis
data analytics
artificial intelligence

Stats

Joined March 8, 2014
1,521,676 total views
United States

Time Series Analysis Examples & Tutorials in Excel and R

Dr Bo Han Class
Time Series Analysis with forecast Package in R Example Tutorial
31:04
Time Series Analysis with forecast Package in R Example Tutorial

57,000 views

8y ago

Dr Bo Han Class
Autoregressive vs. Moving Average: Difference between AR and MA in Microsoft Excel
12:26
Autoregressive vs. Moving Average: Difference between AR and MA in Microsoft Excel

160,000 views

8y ago

Dr Bo Han Class
Autocorrelation Function (ACF) vs. Partial Autocorrelation Function (PACF) in Time Series Analysis
13:30
Autocorrelation Function (ACF) vs. Partial Autocorrelation Function (PACF) in Time Series Analysis

142,000 views

7y ago

Dr Bo Han Class
How to Use ACF and PACF to Identify Time Series Analysis Models
10:35
How to Use ACF and PACF to Identify Time Series Analysis Models

99,000 views

5y ago

Dr Bo Han Class
Stationarity (Stationary Data Assumptions) of Time Series Analysis
9:12
Stationarity (Stationary Data Assumptions) of Time Series Analysis

13,000 views

7y ago

Dr Bo Han Class
Time Series Forecasting: Autoregressive and Moving Average Approaches
19:32
Time Series Forecasting: Autoregressive and Moving Average Approaches

7,900 views

7y ago

Dr Bo Han Class
Time Series Forecasting: Seasonality Analysis in Excel Using Holt-Winters Method
32:22
Time Series Forecasting: Seasonality Analysis in Excel Using Holt-Winters Method

12,000 views

7y ago

Dr Bo Han Class
GARCH Model in Stock Volatility Analysis: ACF, PACF, and Dow Jones Industrial Average Index Example
10:06
GARCH Model in Stock Volatility Analysis: ACF, PACF, and Dow Jones Industrial Average Index Example

4,800 views

5y ago

Dr Bo Han Class
What Is Cross Sectional Data, Independently Pooled Cross Sectional Data, and Panel Data?
4:30
What Is Cross Sectional Data, Independently Pooled Cross Sectional Data, and Panel Data?

5,700 views

5y ago

Dr Bo Han Class
Pooled Cross Sectional Data Analysis and Difference-In-Difference Estimation in R
11:04
Pooled Cross Sectional Data Analysis and Difference-In-Difference Estimation in R

4,700 views

5y ago

Python Programming Tutorials for Data Science, Business Analytics, and Machine Learning Courses

Dr Bo Han Class
How to Use Jupyter Notebook for Python Programming
8:55
How to Use Jupyter Notebook for Python Programming

2,500 views

5y ago

Dr Bo Han Class
Geographical Data Visualization in Jupyter Notebook (ipyleaflet Tutorial Starts from 11'45")
30:07
Geographical Data Visualization in Jupyter Notebook (ipyleaflet Tutorial Starts from 11'45")

55,000 views

9y ago

Dr Bo Han Class
How to Upload Source Data to Jupyter Notebook in Python
4:01
How to Upload Source Data to Jupyter Notebook in Python

107,000 views

6y ago

Dr Bo Han Class
Linear Programming and Optimization Analysis in Python
19:31
Linear Programming and Optimization Analysis in Python

10,000 views

6y ago

Dr Bo Han Class
Sensitivity Analysis in Python
10:05
Sensitivity Analysis in Python

13,000 views

6y ago

Dr Bo Han Class
Intro to Python Programming: Variables, Strings, Operators
46:21
Intro to Python Programming: Variables, Strings, Operators

72 views

6mo ago

Dr Bo Han Class
Intro to Python Programming: List, Tuple, Set, and Dictionary
1:04:08
Intro to Python Programming: List, Tuple, Set, and Dictionary

43 views

6mo ago

Dr Bo Han Class
Intro to Python Programming: if-elif-else, for/while loop, Python functions
1:02:37
Intro to Python Programming: if-elif-else, for/while loop, Python functions

39 views

6mo ago

Dr Bo Han Class
Data Visualization in Python Lecture Video
9:07
Data Visualization in Python Lecture Video

1,000 views

9y ago

Dr Bo Han Class
Data Frame in Python Analytics (If you installed Jupyter, see video below about how to upload data)
8:47
Data Frame in Python Analytics (If you installed Jupyter, see video below about how to upload data)

752 views

9y ago

Dr Bo Han Class
Linear Regression Analysis in Jupyter
27:11
Linear Regression Analysis in Jupyter

13,000 views

9y ago

Dr Bo Han Class
How to Transform a Data Frame into a Time Series Data Frame for Python Analytics
12:16
How to Transform a Data Frame into a Time Series Data Frame for Python Analytics

6,700 views

9y ago

Financial Time Series Analysis in Python

Dr Bo Han Class
Introduction to Time Series Analysis: AR MA ARIMA Models, Stationarity, and Data Differencing
10:25
Introduction to Time Series Analysis: AR MA ARIMA Models, Stationarity, and Data Differencing

116,000 views

5y ago

Dr Bo Han Class
Autocorrelation Function (ACF) vs. Partial Autocorrelation Function (PACF) in Time Series Analysis
13:30
Autocorrelation Function (ACF) vs. Partial Autocorrelation Function (PACF) in Time Series Analysis

142,000 views

7y ago

Dr Bo Han Class
How to Use ACF and PACF to Identify Time Series Analysis Models
10:35
How to Use ACF and PACF to Identify Time Series Analysis Models

99,000 views

5y ago

Dr Bo Han Class
AutoCorrelation Function (ACF) and Partial AutoCorrelation Function (PACF) Analysis Using Python
5:42
AutoCorrelation Function (ACF) and Partial AutoCorrelation Function (PACF) Analysis Using Python

7,800 views

5y ago

Dr Bo Han Class
Non-Seasonal Autoregressive Moving Average (ARIMA) Model in Python (statsmodels example)
8:32
Non-Seasonal Autoregressive Moving Average (ARIMA) Model in Python (statsmodels example)

5,600 views

5y ago

Dr Bo Han Class
Seasonal ACF and PACF Analysis for Time Series Data
13:09
Seasonal ACF and PACF Analysis for Time Series Data

17,000 views

5y ago

Dr Bo Han Class
Seasonal ARIMA (SARIMA) Model for Time Series Analysis | A Stock Dividend Forecast Example
5:36
Seasonal ARIMA (SARIMA) Model for Time Series Analysis | A Stock Dividend Forecast Example

7,600 views

5y ago

Dr Bo Han Class
Simple Return vs. Log Return in Stock Price Analysis
11:21
Simple Return vs. Log Return in Stock Price Analysis

27,000 views

5y ago

Dr Bo Han Class
GARCH Model in Stock Volatility Analysis: ACF, PACF, and Dow Jones Industrial Average Index Example
10:06
GARCH Model in Stock Volatility Analysis: ACF, PACF, and Dow Jones Industrial Average Index Example

4,800 views

5y ago

Dr Bo Han Class
Bitcoin, Cryptocurrency, and Blockchain Explained
15:46
Bitcoin, Cryptocurrency, and Blockchain Explained

829 views

5y ago

Dr Bo Han Class
Best Bitcoin Mining Software Reviews and Download Links
1:18
Best Bitcoin Mining Software Reviews and Download Links

2,400 views

5y ago

R Programming Tutorials for Data Science, Business Analytics, and Machine Learning Courses

Dr Bo Han Class
Logistic Regression Analysis in R
21:34
Logistic Regression Analysis in R

12,000 views

9y ago

Dr Bo Han Class
How Logistic Regression Works? Mathematical Principle of Logistic Regression for Machine Learning
22:13
How Logistic Regression Works? Mathematical Principle of Logistic Regression for Machine Learning

11,000 views

9y ago

Dr Bo Han Class
Data Partition with Oversampling in the R Software Example Tutorial
20:07
Data Partition with Oversampling in the R Software Example Tutorial

5,600 views

8y ago

Dr Bo Han Class
ROC Curve Analysis in R Example Tutorial
25:33
ROC Curve Analysis in R Example Tutorial

35,000 views

8y ago

Dr Bo Han Class
Cross Validation using caret package in R for Machine Learning Classification & Regression Training
39:16
Cross Validation using caret package in R for Machine Learning Classification & Regression Training

10,000 views

7y ago

Dr Bo Han Class
Cross Validation for Data with Imbalanced Classes Using caret Package in R Software
11:58
Cross Validation for Data with Imbalanced Classes Using caret Package in R Software

3,400 views

7y ago

Dr Bo Han Class
Social Media Analytics: Connect to Twitter
9:22
Social Media Analytics: Connect to Twitter

1,700 views

9y ago

Dr Bo Han Class
Social Media Analytics - Twitter Analysis in R (Example @realDonaldTrump)
16:05
Social Media Analytics - Twitter Analysis in R (Example @realDonaldTrump)

14,000 views

9y ago

Dr Bo Han Class
Geographical Data Visualization in R (RgoogleMaps Tutorial)
19:34
Geographical Data Visualization in R (RgoogleMaps Tutorial)

1,800 views

9y ago

Dr Bo Han Class
Linear Regression Analysis in R
34:12
Linear Regression Analysis in R

935 views

9y ago

Dr Bo Han Class
Draw Residual Plot in R Example Tutorial
14:29
Draw Residual Plot in R Example Tutorial

21,000 views

8y ago

Dr Bo Han Class
Time Series Analysis with forecast Package in R Example Tutorial
31:04
Time Series Analysis with forecast Package in R Example Tutorial

57,000 views

8y ago