Канал: Mitchell R. Wenger (Accounting Systems & Tech)

Optimize Parameters in RapidMiner

Optimize Parameters in RapidMiner

Cross-Validation with Rapidminer

Cross-Validation with Rapidminer

Topic Modeling in RapidMiner (LDA)

Topic Modeling in RapidMiner (LDA)

Text Processing in RapidMiner

Text Processing in RapidMiner

Automated Feature Optimization and Engineering

Automated Feature Optimization and Engineering

Comparing Regression Results to Classification Results

Comparing Regression Results to Classification Results

Using Classification Algorithms in RapidMiner

Using Classification Algorithms in RapidMiner

RapidMiner Regression using Subprocesses

RapidMiner Regression using Subprocesses

Dealing with Missing Data

Dealing with Missing Data

Dealing with Outliers

Dealing with Outliers

Creating and Transforming Features

Creating and Transforming Features

Simplifying your Features

Simplifying your Features

Integrating Data with Joins

Integrating Data with Joins

Select Features and Reduce your Data in RapidMiner

Select Features and Reduce your Data in RapidMiner

Convert Data Types in RapidMiner

Convert Data Types in RapidMiner

Using Rapidminer Connections to query a SQL Server database

Using Rapidminer Connections to query a SQL Server database

Building your first RapidMiner process

Building your first RapidMiner process

The RapidMiner Repository

The RapidMiner Repository

Building Your MLR Excel Prediction Calculator

Building Your MLR Excel Prediction Calculator

MLR Excel Checking Feature Independence multicollinearity and VIF

MLR Excel Checking Feature Independence multicollinearity and VIF

MLR Excel Dealing with Skewness & Kurtosis

MLR Excel Dealing with Skewness & Kurtosis

RapidMiner - Download and Install

RapidMiner - Download and Install

SAP - Receive Customer Payment (F-28)

SAP - Receive Customer Payment (F-28)

SAP - Display Customer Invoice Accounting Info (VF03)

SAP - Display Customer Invoice Accounting Info (VF03)

SAP - Create a Customer Invoice (VF01)

SAP - Create a Customer Invoice (VF01)

SAP - Post Goods Issued for Sales Order (VL02N)

SAP - Post Goods Issued for Sales Order (VL02N)

SAP - Create Delivery for Sales Order (VL01N)

SAP - Create Delivery for Sales Order (VL01N)

SAP - Display Document Flow (SD)

SAP - Display Document Flow (SD)

SAP - Create a Customer Master (XD01)

SAP - Create a Customer Master (XD01)

SAP - Create Sales Order (VA01)

SAP - Create Sales Order (VA01)

SAP - Display Sales Order (VA03)

SAP - Display Sales Order (VA03)

SAP - Display Accounting Value of Inventory (FAGLB03)

SAP - Display Accounting Value of Inventory (FAGLB03)

SAP - Check Inventory Availability (MM03)

SAP - Check Inventory Availability (MM03)

SAP - Set Up Customer Credit Limits (XD02)

SAP - Set Up Customer Credit Limits (XD02)

SAP - Extend your Material Master (MMH1)

SAP - Extend your Material Master (MMH1)

SAP - Check Customer Balance (FBL5N, FD10N)

SAP - Check Customer Balance (FBL5N, FD10N)

SAP - Check your AP Vendor Balance (FBL1N)

SAP - Check your AP Vendor Balance (FBL1N)

SAP - Check your GL Account Balances (S_ALR_87012301)

SAP - Check your GL Account Balances (S_ALR_87012301)

SAP - Check your MM Inventory Count (MMBE)

SAP - Check your MM Inventory Count (MMBE)

SAP - Receive Vendor Invoice (MIRO)

SAP - Receive Vendor Invoice (MIRO)

SAP - Pay the Vendor (F-53)

SAP - Pay the Vendor (F-53)

SAP - Receving your Product (MIGO_GR)

SAP - Receving your Product (MIGO_GR)

SAP - Create a Purchase Order (ME21N)

SAP - Create a Purchase Order (ME21N)

SAP - Create a Purchase Requisition (ME51N)

SAP - Create a Purchase Requisition (ME51N)

SAP - Create an Information Record (ME11)

SAP - Create an Information Record (ME11)

SAP - Create a new Vendor (XK01)

SAP - Create a new Vendor (XK01)

SAP - Create a new Material (MMH1)

SAP - Create a new Material (MMH1)

SAP - Examine Fiscal Year Variant (SPRO)

SAP - Examine Fiscal Year Variant (SPRO)

SAP - Enter Journal Entry Documents (FB50)

SAP - Enter Journal Entry Documents (FB50)

SAP - Add GL Account (FS00)

SAP - Add GL Account (FS00)

SAP - Define Tolerances (SPRO)

SAP - Define Tolerances (SPRO)

SAP - View Chart of Accounts (S_ALR_87012333)

SAP - View Chart of Accounts (S_ALR_87012333)

Logging in to SAP

Logging in to SAP

Azure ML Recommenders: Using a Collaborative Filtering Approach

Azure ML Recommenders: Using a Collaborative Filtering Approach

Azure ML Recommenders: Content-Based/Hybrid Filtering Restaurants

Azure ML Recommenders: Content-Based/Hybrid Filtering Restaurants

Azure ML Recommenders: Predicted Ratings

Azure ML Recommenders: Predicted Ratings

Exporting File from Azure ML Alternate Method

Exporting File from Azure ML Alternate Method

Tune Model Hyperparameters in Azure ML Designer

Tune Model Hyperparameters in Azure ML Designer

Cross Validation in Azure ML Designer

Cross Validation in Azure ML Designer

Using Your Text Features in Your Azure ML Predictive Models

Using Your Text Features in Your Azure ML Predictive Models

Remove Original Text Columns in Azure ML

Remove Original Text Columns in Azure ML

Feature Hashing pill in Azure ML

Feature Hashing pill in Azure ML

Latent Dirichlet Allocation LDA in Azure ML

Latent Dirichlet Allocation LDA in Azure ML

Extract N-Gram Features from Text in Azure ML

Extract N-Gram Features from Text in Azure ML

Convert Word to Vector pill in Azure ML

Convert Word to Vector pill in Azure ML

Preprocess Text in Azure ML

Preprocess Text in Azure ML

Compare Same Model Types Using Evaluate Model in Azure ML

Compare Same Model Types Using Evaluate Model in Azure ML

Running Multiclass Classification Algorithms in Azure ML

Running Multiclass Classification Algorithms in Azure ML

Two-Class Neural Network in Azure ML

Two-Class Neural Network in Azure ML

Two-Class Support Vector Machine in Azure ML

Two-Class Support Vector Machine in Azure ML

Two-Class Boosted Decision Tree in Azure ML

Two-Class Boosted Decision Tree in Azure ML

Two-Class Decision Forest in Azure ML

Two-Class Decision Forest in Azure ML

Two Class Logistic Regression in Azure ML

Two Class Logistic Regression in Azure ML

Two-Class Averaged Perceptron in Azure ML

Two-Class Averaged Perceptron in Azure ML

Azure ML Boosted Decision Tree Regression

Azure ML Boosted Decision Tree Regression

Azure ML Neural Network Regression

Azure ML Neural Network Regression

Azure ML Decision Forest Regression

Azure ML Decision Forest Regression

Poisson Regression in Azure ML

Poisson Regression in Azure ML

Permutation Feature Importance in Azure ML

Permutation Feature Importance in Azure ML

Filter Based Feature Selection in Azure ML

Filter Based Feature Selection in Azure ML

Azure ML Regression Example with Categorical Features

Azure ML Regression Example with Categorical Features

Insurance Linear Regression in Azure ML

Insurance Linear Regression in Azure ML

Compare Classification and Regression Results

Compare Classification and Regression Results

Clean Missing Data

Clean Missing Data

Addressing Outliers with Clip Values

Addressing Outliers with Clip Values

Select and Reduce Data in Azure Machine Learning

Select and Reduce Data in Azure Machine Learning

Import from SQL Server Database and Summarize

Import from SQL Server Database and Summarize

Create a New Compute Instance in Azure ML

Create a New Compute Instance in Azure ML

Create and Run your First Azure ML Pipeline

Create and Run your First Azure ML Pipeline

Set Up Your Azure ML Workspace

Set Up Your Azure ML Workspace

Create your Azure for Students Starter Account

Create your Azure for Students Starter Account

Cluster Analysis with Tableau

Cluster Analysis with Tableau

Categorical Variables and MLR in Excel (Insurance)

Categorical Variables and MLR in Excel (Insurance)

Getting Started with MLR in Excel (Insurance)

Getting Started with MLR in Excel (Insurance)

Using parentheses in your SQL query

Using parentheses in your SQL query

Filtering your SQL Query using IN

Filtering your SQL Query using IN

Nested Select statements in SQL

Nested Select statements in SQL

Using Select Distinct in SQL

Using Select Distinct in SQL

Selecting just the TOP few records in a SQL query

Selecting just the TOP few records in a SQL query

Dealing with NULL values in SQL

Dealing with NULL values in SQL

SQL Calculated Fields

SQL Calculated Fields

SQL COUNT

SQL COUNT

Getting Started with SQL Aggregate Functions

Getting Started with SQL Aggregate Functions

RM05 SQL Complex Joins Practice 2

RM05 SQL Complex Joins Practice 2

SQL Complex Joins Practice 1

SQL Complex Joins Practice 1

SQL Multiple Joins

SQL Multiple Joins

SQL Left and Right Joins

SQL Left and Right Joins

SQL Inner Join

SQL Inner Join

SQL Or

SQL Or

SQL LIKE, Wildcards

SQL LIKE, Wildcards

SQL Between, And, and Order By

SQL Between, And, and Order By

SQL Where Clause

SQL Where Clause

SQL Select From

SQL Select From

Getting Started with UML Class Diagrams

Getting Started with UML Class Diagrams

Database Normalization Example

Database Normalization Example

Multi Dimensional Analysis

Multi Dimensional Analysis

Bivariate Analysis Categorical to Numeric (C2N)

Bivariate Analysis Categorical to Numeric (C2N)

Bivariate Analysis Categorical to Categorical (C2C)

Bivariate Analysis Categorical to Categorical (C2C)

Bivariate Analysis Numeric to Numeric (N2N)

Bivariate Analysis Numeric to Numeric (N2N)

More Univariate Analysis with Excel & Tableau (Skewness, Kurtosis, Histogram)

More Univariate Analysis with Excel & Tableau (Skewness, Kurtosis, Histogram)

Beginning Your Univariate Analysis with Tableau

Beginning Your Univariate Analysis with Tableau

Beginning Your Univariate Analysis with Excel

Beginning Your Univariate Analysis with Excel

Tableau Forecasting

Tableau Forecasting

Beginning your Exploratory Data Analysis in Tableau

Beginning your Exploratory Data Analysis in Tableau

XBRL SQL Query in RapidMiner

XBRL SQL Query in RapidMiner

PostgreSQL ODBC Setup for XBRL Database

PostgreSQL ODBC Setup for XBRL Database

Cumulative Response and Lift Curves

Cumulative Response and Lift Curves

ROC Graphs and Curves

ROC Graphs and Curves

More Clustering Practice with Power BI

More Clustering Practice with Power BI

Clustering in Power BI

Clustering in Power BI

Adding a 3rd dimension to your scatterplot analysis

Adding a 3rd dimension to your scatterplot analysis

Data Understanding: Categorical to Categorical Relationships

Data Understanding: Categorical to Categorical Relationships

Data Understanding: Categorical to Numeric Relationships

Data Understanding: Categorical to Numeric Relationships

Data Understanding: Numeric to Numeric Relationships

Data Understanding: Numeric to Numeric Relationships

More univariate analysis in Power Bi and Excel

More univariate analysis in Power Bi and Excel

Basic univariate analysis in Power BI and Excel

Basic univariate analysis in Power BI and Excel

Data Understanding in Power BI

Data Understanding in Power BI

Power BI Calculated Measures and Columns

Power BI Calculated Measures and Columns

Power BI Forecasts

Power BI Forecasts

Publishing to the PowerBI Service

Publishing to the PowerBI Service

Power BI Joins from different sources

Power BI Joins from different sources

Power BI Intro

Power BI Intro

Tune Model Hyperparameters in ML Studio

Tune Model Hyperparameters in ML Studio

Conversion Process UML, Database

Conversion Process UML, Database

Conversion Process Business Rules

Conversion Process Business Rules

Conversion Process BPMN

Conversion Process BPMN

Conversion Process Intro

Conversion Process Intro

Other Ways to Analyze Text

Other Ways to Analyze Text

Representing Text

Representing Text

Intro to Text Mining

Intro to Text Mining

Profit Curves

Profit Curves

Ranking Classifiers

Ranking Classifiers

Baseline Performance

Baseline Performance

The Expected Value Framework

The Expected Value Framework

Unbalanced Classes

Unbalanced Classes

What is a Good Model?

What is a Good Model?

Nonlinear Functions

Nonlinear Functions

Avoiding Overfitting

Avoiding Overfitting

Generalization & Overfitting: Intro

Generalization & Overfitting: Intro

Mathematical Functions for Regression

Mathematical Functions for Regression

Mathematical Functions for Classification

Mathematical Functions for Classification

Decision Trees as Rules

Decision Trees as Rules

Supervised Segmentation

Supervised Segmentation

Toward Prediction

Toward Prediction

Understanding Clustering Results

Understanding Clustering Results

Hierarchical Clustering

Hierarchical Clustering

Centroid-based Clustering

Centroid-based Clustering

Intro to Clustering

Intro to Clustering

Nearest Neighbors

Nearest Neighbors

Similarity and Distance

Similarity and Distance

SAP GL Account Line Item Display (Account Ledger)

SAP GL Account Line Item Display (Account Ledger)

VLOOKUP Excel 2007

VLOOKUP Excel 2007

IF Function Excel 2007

IF Function Excel 2007

Tableau Basics

Tableau Basics

Visualization and the Human Brain

Visualization and the Human Brain

Design Theory for Data Visualization

Design Theory for Data Visualization

Data Mining Project Methodology

Data Mining Project Methodology

Introduction to Data Mining

Introduction to Data Mining

Business Problems, Data Mining

Business Problems, Data Mining

Data Driven Decision Making

Data Driven Decision Making

Data is Everywhere

Data is Everywhere

What is Data Analytics

What is Data Analytics

SDLC, Project Management Summary

SDLC, Project Management Summary

TAM & UTAUT

TAM & UTAUT

Project Management Tools

Project Management Tools

Project Management Rules

Project Management Rules

The SDLC Phases

The SDLC Phases

Intro to SDLC

Intro to SDLC

Intro to Project Management

Intro to Project Management

Managing the Balanced Scorecard

Managing the Balanced Scorecard

AIS and the Balanced Scorecard

AIS and the Balanced Scorecard

Strategy Maps

Strategy Maps

Why Balanced?

Why Balanced?

The Four Balanced Scorecard 1.0 Perspectives

The Four Balanced Scorecard 1.0 Perspectives

Balanced Scorecard Intro

Balanced Scorecard Intro

Vulnerability Assessment and Management

Vulnerability Assessment and Management

Computer Fraud Prevention and Detection

Computer Fraud Prevention and Detection

Computer Fraud Risk Assessment

Computer Fraud Risk Assessment

Data Encryption and Authentication

Data Encryption and Authentication

Computer Fraud and Abuse

Computer Fraud and Abuse