- Видео 123
- Просмотров 561 120
Dothang Truong
США
Добавлен 6 май 2015
Dr. Dothang Truong is Full Professor of Doctoral Studies and Chair of the Ph.D. in Aviation program at Embry Riddle Aeronautical University, Daytona Beach, FL. He has strong expertise in data mining and big data analytics, transportation management, risk assessment and modeling, cloud computing and the Internet of Things, supply chain and logistics management, decision support, and research methodology.
His channel includes data science and analytics lecture and tutorial videos
- Data mining, machine learning, and SAS Enterprise Miner
- Structural equation modeling and AMOS
- Multivariate statistics and SPSS
- Qualitative data analysis using NVivo
- Linear programming and simulation using LINGO and Excel
- Học tiến sĩ ở Hoa Kỳ
Note: transcripts are included. Turn on close caption (CC) to see the transcripts.
His channel includes data science and analytics lecture and tutorial videos
- Data mining, machine learning, and SAS Enterprise Miner
- Structural equation modeling and AMOS
- Multivariate statistics and SPSS
- Qualitative data analysis using NVivo
- Linear programming and simulation using LINGO and Excel
- Học tiến sĩ ở Hoa Kỳ
Note: transcripts are included. Turn on close caption (CC) to see the transcripts.
Structural Equation Modeling and AMOS – Evaluating the Explanatory Power of a Full Structural Model
This video explains the concept of a model’s explanatory power (EP) and how to evaluate it in AMOS. It is an optional step in Structural Equation Modeling (SEM) to evaluate how well the model explains the target variable (endogenous construct) based on input variables (exogenous constructs). Detailed steps for determining the EP measures, how to calculate them in AMOS, and how to interpret the outcome are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
Просмотров: 141
Видео
Text Mining and Natural Language Processing - Text Cluster Modeling
Просмотров 420Год назад
This video explains Text Cluster modeling, a very useful feature in important steps in Text Mining and Natural Language Processing. Text Cluster clusters documents into disjoint sets of documents and reports on the descriptive terms for those clusters. It is useful to develop new taxonomy from textual data. Detailed explanations for steps to conduct text cluster modeling using SAS Text Miner ar...
Text Mining and Natural Language Processing - Text Topic Modeling
Просмотров 131Год назад
This video explains Text Topic modeling, a very useful feature in important steps in Text Mining and Natural Language Processing. Text Topic enables you to explore the document collection by automatically associating terms and documents according to both discovered and user-defined topics. This is a good tool to categorize terms into different categories. Detailed explanations for steps to cond...
Text Mining and Natural Language Processing: Text Parsing and Text Filter
Просмотров 168Год назад
This video explains two important steps in Text Mining and Natural Language Processing: text parsing and text filtering. Detailed explanations for steps to conduct text parsing and text filtering using SAS Text Miner are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
Introduction to Text Mining and Natural Language Processing
Просмотров 185Год назад
This video explains the concept of Text Mining and Natural Language Processing. Detailed explanations for textual data, text analytics, text mining process, and various text analytics tools provided by SAS Text Miner are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - Decision Tree Modeling
Просмотров 2,1 тыс.Год назад
This video explains the concept of the Decision Tree method, one of the popular machine learning algorithms, and how to build Decision Tree models. Detailed steps for using the Decision Tree node to build predictive models in SAS Enterprise Miner are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7...
SAS Enterprise Miner - Regression Modeling
Просмотров 962Год назад
This video explains the regression method, one of the popular machine learning algorithms, and how to build regression models. Detailed steps for using the Regression node to build predictive models in SAS Enterprise Miner and how to interpret the results are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel...
SAS Enterprise Miner - Model Comparison
Просмотров 662Год назад
This video explains how to compare the performance of multiple models and select the champion model. Detailed steps for using the Model Comparison node to compare models in SAS Enterprise Miner and how to interpret the results are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - Variable Selection
Просмотров 936Год назад
This video explains the Variable Selection tool, which allows us to preliminarily filter and rank the most important predictors. Detailed steps for using the Variable Selection node to select and rank the most important predictors in SAS Enterprise Miner are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/...
SAS Enterprise Miner - Data Partition
Просмотров 846Год назад
This video explains data partition, an important step in data mining. The dataset is usually split into training and validation samples. The training sample is used to train the model, while the validation sample is used to validate the model. Detailed steps for using the Data Partition Node to split the dataset in SAS Enterprise Miner are provided with specific examples. Please subscribe to th...
SAS Enterprise Miner - Explore Data Using Visualization
Просмотров 1,1 тыс.Год назад
This video explains how to use SAS Enterprise Miner visualization features to explore data. Detailed steps for using visualization tools to explore and understand the data before modeling are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - How to Transform Variables to Normalize the Data?
Просмотров 1,6 тыс.Год назад
This video explains how to transform variables in SAS Enterprise Miner. Detailed steps for using the Transform Variables Node to normalize data are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - How to Handle Missing values?
Просмотров 2 тыс.Год назад
This video explains how to use SAS Enterprise Miner tools to detect and handle missing values in the data. Detailed steps for imputing missing values using the Replacement Node are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - Add a Data File to the Project and Set Up Variables
Просмотров 1,1 тыс.Год назад
This video explains how to add a data file to a SAS EM project and set up variables for analysis. Detailed steps for creating a new data source, setting up variables, and sampling are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - SAS EM Software Interface and Comparison with Other Software
Просмотров 186Год назад
This video explains how the SAS Enterprise Miner interface looks like and how it compares to other data mining software’s interfaces. Detailed explanations of the software interface, components, advantages, and disadvantages are provided with specific examples. Please subscribe to the channel to view more videos about data science and analytics ruclips.net/channel/UC5FyLi7i6vY7bhcgzpq7oTA
SAS Enterprise Miner - How to Upload Files to SAS Server using SAS Studio?
Просмотров 1,5 тыс.Год назад
SAS Enterprise Miner - How to Upload Files to SAS Server using SAS Studio?
SAS Enterprise Miner - How to log in SAS On Demand for Academics and access shared folders?
Просмотров 768Год назад
SAS Enterprise Miner - How to log in SAS On Demand for Academics and access shared folders?
Structural Equation Modeling and AMOS - Testing Full Structural Model and Hypotheses in AMOS
Просмотров 1,3 тыс.2 года назад
Structural Equation Modeling and AMOS - Testing Full Structural Model and Hypotheses in AMOS
Structural Equation Modeling and AMOS- Testing Convergent Validity and Discriminant Validity in AMOS
Просмотров 2,7 тыс.2 года назад
Structural Equation Modeling and AMOS- Testing Convergent Validity and Discriminant Validity in AMOS
Structural Equation Modeling and AMOS - Conducting Confirmatory Factor Analysis (CFA) in AMOS
Просмотров 5852 года назад
Structural Equation Modeling and AMOS - Conducting Confirmatory Factor Analysis (CFA) in AMOS
Structural Equation Modeling and AMOS - Testing Construct Reliability in AMOS
Просмотров 6852 года назад
Structural Equation Modeling and AMOS - Testing Construct Reliability in AMOS
Structural Equation Modeling and AMOS - Introduction to AMOS Graphics software and create diagrams
Просмотров 9532 года назад
Structural Equation Modeling and AMOS - Introduction to AMOS Graphics software and create diagrams
IBM SPSS - LogisticRegression in SPSS
Просмотров 6042 года назад
IBM SPSS - LogisticRegression in SPSS
IBM SPSS - Multivariate Analysis of Variance (MANOVA)
Просмотров 1,3 тыс.2 года назад
IBM SPSS - Multivariate Analysis of Variance (MANOVA)
IBM SPSS - Exploratory Factor Analysis (EFA) in SPSS
Просмотров 1,9 тыс.2 года назад
IBM SPSS - Exploratory Factor Analysis (EFA) in SPSS
IBM SPSS - Multiple Regression Analysis in SPSS
Просмотров 5732 года назад
IBM SPSS - Multiple Regression Analysis in SPSS
IBM SPSS - Normality Test and Data Transformation in SPSS
Просмотров 1,9 тыс.2 года назад
IBM SPSS - Normality Test and Data Transformation in SPSS
IBM SPSS - Calculating Cronbach's Alpha in SPSS
Просмотров 8582 года назад
IBM SPSS - Calculating Cronbach's Alpha in SPSS
IBM SPSS - Homoscedasticity (Homogeneity) Test
Просмотров 1,9 тыс.2 года назад
IBM SPSS - Homoscedasticity (Homogeneity) Test
gracias!
Is there any way we can convert the column type in SAS miner? After importing the dataset my column is made Nominal as it has values "ZERO" for some rows. I used the replacement node to convert it to period. Now I want to convert the rep column to Interval type!
That was very helpful! Thank you so much.
Could you please explain the decisions you made for the properties on the impute node in score properties? Why did you choose indicator variables type Unique
Is there a version of enterprise miner for Mac? Or are you using some other OS?
There is no version of entreprise miner for mac you have to install a virtual machine to get it
Please can you make a reference of the name of the title of the book that you are referring in the video? Thanks