Data mining and machine learning software

SPSS Modeler

IBM SPSS Modeler is a data mining and text analytics software application from IBM. It is used to build predictive models and conduct other analytic tasks. It has a visual interface which allows users to leverage statistical and data mining algorithms without programming. One of its main aims from the outset was to get rid of unnecessary complexity in data transformations, and to make complex predictive models very easy to use. The first version incorporated decision trees (ID3), and neural networks (backprop), which could both be trained without underlying knowledge of how those techniques worked. IBM SPSS Modeler was originally named Clementine by its creators, Integral Solutions Limited. This name continued for a while after SPSS's acquisition of the product. SPSS later changed the name to SPSS Clementine, and then later to PASW Modeler. Following IBM's 2009 acquisition of SPSS, the product was renamed IBM SPSS Modeler, its current name. (Wikipedia).

SPSS Modeler
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SPSS Tutorial for data analysis | SPSS for Beginners | Part 2

SPSS Statistics is a software package used for interactive, or batched, statistical analysis. Long produced by SPSS Inc., it was acquired by IBM in 2009. The current versions are named IBM SPSS Statistics. In this course you will how to use SPSS for data analysis. This #SPSS course is begi

From playlist SPSS data Analysis

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Creating Box Plots with SPSS

This demonstration shows you how to create boxplots with SPSS. This demonstration corresponds to Introduction to Statistics, Think & Do, by Scott Stevens (http://www.StevensStats.com).

From playlist SPSS Demonstrations

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3D Modelling in Spline

Spline is an easy to use 3D design tool geared for any designer regardless of their 3D experience. It's simpler to learn than full featured 3D apps—such as Cinema 4D or Blender—because it doesn't bog you down with loads and loads of settings and features. Best of all, it is browser-based a

From playlist Web Animations

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An Introduction to the SPSS Workspace – SPSS for Beginners (2-4)

In this introduction to using SPSS I will show you around the SPSS workspace. If you are familiar with Microsoft Excel, you will notice some similarities with Excel. You will learn how to open a new dataset in SPSS, create new variables, enter data, and save the dataset. These will be impo

From playlist Introduction to SPSS Statistics 27

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ANOVA test with SPSS (Old Laggy Version)

This has been replaced by https://youtu.be/hfI_EdhOrYU

From playlist SPSS Demonstrations

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What is a Scale Variable?

Definition of scale variable for SPSS, psychology/behavioral science & finance.

From playlist Types of Variables

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02 Creating simulated data

When learning to use new statistical software, it is always good to have some simulated data to work with. In this video I show you how to create simulated data in Microsoft Excel using a variety of distributions.

From playlist Healthcare statistics with SPSS

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07 Parametric tests

In this video I show you how to conduct a t-test, analysis of variance, and linear regression in SPSS.

From playlist Healthcare statistics with SPSS

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How to us SPSS for Multiple Linear Regression

Visual explanation on how to create a multiple linear regression model using SPSS. Includes step by step explanation of how to use SPSS. First Video in a series of four videos. Playlist on SPSS for Multiple Linear Regression http://www.youtube.com/playlist?list=PLWtoq-EhUJe2Z8wz0jnmrbc6

From playlist Using SPSS for Multiple Linear Regression

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The SPSS Item response theory (IRT) analysis | New

In this video, I demonstrate how use SPSS to run a 3 parameter logistic (3PL) item response theory analysis. The steps to prepare SPSS for the analysis are as follows: 1. install R 3.5 on your PC Please download it from the following link: https://cran.r-project.org/bin/windows/base/old/

From playlist Rasch Measurement

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SPSS, Open Source, and Why Data Science Tools May not Matter Much (Keith McCormick) - KNN Ep. 38

Today I had the pleasure of speaking with Keith McCormick. Keith is an independent data miner, trainer, speaker, and author out of North Carolina who’s linkedin learning courses have been viewed over 500,000 times. For the last several years, the focus of Keith’s work has been to improve h

From playlist Ken's Nearest Neighbors Podcast

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Rasch measurement using SPSS

In this video, I demonstrate how use SPSS to run a basic Rasch analysis. The steps to prepare SPSS for the analysis are as follows: 1. install R 3.5 on your PC Please download it from the following link: https://cran.r-project.org/bin/windows/base/old/3.5.0/ 2. install STATS_R35 within

From playlist Rasch Measurement

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How to Calculate a Two Way ANOVA using SPSS

Tutorial on how to calculate a Two Way ANOVA (factorial) using SPSS. Includes discussion on how to set up the data, what to click on, and how to interpret the results. Playlist on Two Way ANOVA http://www.youtube.com/playlist?list=PLWtoq-EhUJe2TjJYfZUQtuq7a0dQCnOWp Playlist on Hypothesi

From playlist Two Way ANOVA (Factorial)

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How to Get IBM SPSS Statistics Software (0-2)

This course will use IBM® SPSS® Statistics package for calculating statistical tests. Although the university provides a copy of SPSS in the computer labs, if you are an online student, flipped classroom student, you live far from campus, cannot get to the computer labs regularly, or if yo

From playlist Statistics Course Introduction

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How to do Simple Linear Regression in SPSS (14-5)

We will be computing a simple linear regression in SPSS using the dataset JobSatisfaction.sav, in which an administrator at a mental health clinic was interested in predicting job satisfaction from burnout. We will predict job satisfaction among these counselors using their level of burnou

From playlist Introduction to SPSS Statistics 27

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SPSS - Mediation with PROCESSv3 MPA Talk

Lecturer: Dr. Erin M. Buchanan Missouri State University Spring 2018 This video covers mediation with a brief overview and walk through example using SPSS PROCESSv3. I apologize for the darker screen, I am not sure why it recorded this way (goes away after a bit). This video was recorded

From playlist Intermediate Statistics Videos

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Rasch Measurement workshop using WINSTEPS

This is a Professional Development workshop conducted at the national Institute of Education of Nanyang Technological University, Singapore.

From playlist Rasch Measurement

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MOTE - Partial Eta (Shiny App)

Lecturer: Dr. Erin M. Buchanan Missouri State University Spring 2018 This video will show you how to enter data in to the Magnitude of the Effect app to calculate partial eta squared for all design types. You will see summary statistics in APA style, along with the effect size and it's c

From playlist Learn JASP + Statistics

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01 How to Use SPSS - An Introduction to SPSS for Beginners

2021 NEW SERIES for SPSS 27: https://youtu.be/PN-H8GikRQ0 How to Use SPSS Are you ready to learn how to use SPSS for your introductory statistics class? You have come to the right place. This is the first in a series of eight videos that will introduce you to using SPSS for introductory st

From playlist Introduction to SPSS Statistics 27

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Customer analytics | SPSS | Risk management | Predictive analytics | Forecasting | Data mining