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ANN Summary
BI 555
389 подписчиков
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65 видео с канала:
BI 555
ANN Summary
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Boosted Trees for Regression
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The Derivation of a ROC Curve with an Example
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ROC Charts and Decile Charts
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Measures of Classification Model Quality
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Ch9 HW Solution Walk Through
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Lecture 10. Time series forecasting with Multiple Linear Regression
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5 Example MLR problem in JMP
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Create Correlation Matrix in Excel
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9 Related input variables
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1 What does it mean to have a hardened heart
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Building and Evaluation Decision Tree Models In SAS JMP
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How to evaluate ScikitLearn classification model results
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The Basics of Formatting Strings and Numbers in Python 3
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Launch Jupyter Notebook in Mac Folder or your choice
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4 ROC Curves
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3 Boosted Trees, Random Forests, SVM
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2 KNN and ANN
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1 Summary comparison of predictive algorithms
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How Neural Networks work
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Prepare data and test for overfitting in KNN with all input variables
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Starting Jupyter Notebook in the MS Windows folder of your choice
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Data types and Partition data in JMP
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Generate Correlation Matrix in JMP and Evaluate Collinearity
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Performing Multiple Linear Regression (MLR) in JMP
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Python 2 Part 4: The Logistic Regression and Decision Tree Model
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Python 2 Part 2: Data Prep and Feature Engineering
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Python 2 Part 3: Producing and evaluating first model
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Python 2 Part 1: Data Intro and Visualizations
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Data visualization and charts with matplotlib
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Exploratory data analysis EDA in pandas
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DataFrames in pandas for data science with Python
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series in pandas
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Launch Jupyter Notebook in Mac in the Directory of your choice
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Command Mode and Keyboard Shortcuts in Jupyter Notebook
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Starting in Jupyter Notebook in MS Windows in the Folder of your Choice
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How to Create a Shell script to launch Jupyter Notebook in Mac OS X
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5 How to Insert Videos into MyEducator
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4 How to Insert Images in MyEducator
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3 Editing through the MyEducator Interface
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2 Using VS Code and Basic Structure of DocBook XML
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1 Download and Upload MyEducator DocBooks
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Create Azure Web Service for use with Excel
Скачать
Converting text to numbers in excel and JMP
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Collinearity and distorted regression Coefficients
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Training, Validation, and Test Partitions
Скачать
Correlation matrix and Collinearity
Скачать
Comparing models using a template
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Preliminary Evaluation
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Deriving Time Series Data from Dates in JMP
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Regression based time series forecasting Part 2
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Regression based time series forecasting Part 1
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Create time series data from Years and Quarters in JMP
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Deriving the Sequential Time Index for Months in JMP
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Intperpreting Binary Decision Trees in Azure ML Studio
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multivariate outlier detection in JMP
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Getting started with Azure and an example experiment
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Data Prep for Forecasting From Integers
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Creating a Balanced Sample in VisMiner
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Using VisMiner for file operations, If statements, and using PP to select subpopulations
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Using scatter plots to find splits
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Data Prep Vid
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3 Concepts of Partitions
Скачать
2 Data Prep Basics
Скачать
1 Initial Visualization for Time-series forecasting
Скачать
Канал: BI 555
ANN Summary
Скачать
Boosted Trees for Regression
Скачать
The Derivation of a ROC Curve with an Example
Скачать
ROC Charts and Decile Charts
Скачать
Measures of Classification Model Quality
Скачать
Ch9 HW Solution Walk Through
Скачать
Lecture 10. Time series forecasting with Multiple Linear Regression
Скачать
5 Example MLR problem in JMP
Скачать
Create Correlation Matrix in Excel
Скачать
9 Related input variables
Скачать
1 What does it mean to have a hardened heart
Скачать
Building and Evaluation Decision Tree Models In SAS JMP
Скачать
How to evaluate ScikitLearn classification model results
Скачать
The Basics of Formatting Strings and Numbers in Python 3
Скачать
Launch Jupyter Notebook in Mac Folder or your choice
Скачать
4 ROC Curves
Скачать
3 Boosted Trees, Random Forests, SVM
Скачать
2 KNN and ANN
Скачать
1 Summary comparison of predictive algorithms
Скачать
How Neural Networks work
Скачать
Prepare data and test for overfitting in KNN with all input variables
Скачать
Starting Jupyter Notebook in the MS Windows folder of your choice
Скачать
Data types and Partition data in JMP
Скачать
Generate Correlation Matrix in JMP and Evaluate Collinearity
Скачать
Performing Multiple Linear Regression (MLR) in JMP
Скачать
Python 2 Part 4: The Logistic Regression and Decision Tree Model
Скачать
Python 2 Part 2: Data Prep and Feature Engineering
Скачать
Python 2 Part 3: Producing and evaluating first model
Скачать
Python 2 Part 1: Data Intro and Visualizations
Скачать
Data visualization and charts with matplotlib
Скачать
Exploratory data analysis EDA in pandas
Скачать
DataFrames in pandas for data science with Python
Скачать
series in pandas
Скачать
Launch Jupyter Notebook in Mac in the Directory of your choice
Скачать
Command Mode and Keyboard Shortcuts in Jupyter Notebook
Скачать
Starting in Jupyter Notebook in MS Windows in the Folder of your Choice
Скачать
How to Create a Shell script to launch Jupyter Notebook in Mac OS X
Скачать
5 How to Insert Videos into MyEducator
Скачать
4 How to Insert Images in MyEducator
Скачать
3 Editing through the MyEducator Interface
Скачать
2 Using VS Code and Basic Structure of DocBook XML
Скачать
1 Download and Upload MyEducator DocBooks
Скачать
Create Azure Web Service for use with Excel
Скачать
Converting text to numbers in excel and JMP
Скачать
Collinearity and distorted regression Coefficients
Скачать
Training, Validation, and Test Partitions
Скачать
Correlation matrix and Collinearity
Скачать
Comparing models using a template
Скачать
Preliminary Evaluation
Скачать
Deriving Time Series Data from Dates in JMP
Скачать
Regression based time series forecasting Part 2
Скачать
Regression based time series forecasting Part 1
Скачать
Create time series data from Years and Quarters in JMP
Скачать
Deriving the Sequential Time Index for Months in JMP
Скачать
Intperpreting Binary Decision Trees in Azure ML Studio
Скачать
multivariate outlier detection in JMP
Скачать
Getting started with Azure and an example experiment
Скачать
Data Prep for Forecasting From Integers
Скачать
Creating a Balanced Sample in VisMiner
Скачать
Using VisMiner for file operations, If statements, and using PP to select subpopulations
Скачать
Using scatter plots to find splits
Скачать
Data Prep Vid
Скачать
3 Concepts of Partitions
Скачать
2 Data Prep Basics
Скачать
1 Initial Visualization for Time-series forecasting
Скачать