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Terraform Training – The only Course you need

Terraform Training – The only Course you need

⏰36 hours | ▶️ 36 Videos | 📣 9273 Participants | 🎓 4021 Reviews | 4.9 ⭐⭐⭐⭐⭐

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Course Description

Terraform Training enables you to discover an Opensource tool created by Hashicop.

Predominantly Terraform is a tool that is developing an Infrastructure for the project. We can put it as ‘Infrastructure as a code.’

Online Classes are the time-saving innovations introduced to the people who need to manage other works parallelly.

As I mentioned, Terraform is an Infrastructure as a  code tool that help with various multiple aspects like

It improves Automation speed, Improves reliability, Prevents configuration drift, and supports experimentation, testing, and Optimization.

Hashicorp administers a test to obtain Terraform Certification. You get facilitated with Certification if you performed well and qualified in that test.

Learn this exceptional course and benefit from an outstanding career.

Course Content

1. Introduction to Terraform

  • Introduction to terraform
  • Infrastructure Automation
  • Install Terraform
  • Providers
  • Resources
  • Basic Syntax
  • Exercise: Your First Script main.tf

2. Getting started with Terraform

  • Terraform Plan, show, Apply, Destroy
  • Exploring Terraform Registry
  • Interpolation
  • Tainting and Updating Resources
  • Terraform Console and Output
  • Terraform Variables
  • Breaking Out Our Variables and Outputs
  • Lab exercises: Breaking down main.tf into variables.tf, output.tf,

3. Terraform Modules

  • Introduction to Modules
  • Module repositories
  • First Basic Module
  • The Module codes
  • Main Terraform Code
  • Using git repositories to save modules
  • Lab exercises: Modules for Docker
  • Lab exercises: The Docker Image Module
  • Lab exercises: Modules the Container Module
  • Lab exercises: Modules – The Root Module

4. Terraform: Writing in a more organized way

  • Maps and Lookups
  • Terraform Workspaces
  • Breaking Out Our Variable Definitions
  • Null Resources and Local-Exec
  • Terraform Console

5. Terraform with AWS: lab Part 1

  • Setting up the system for AWS
  • AWS Storage: The S3 Bucket and Random ID
  • AWS Storage: The Root Module
  • AWS Compute: AMI Data, Key Pair, and the File Function
  • AWS Compute: The EC2 Instance
  • AWS Compute: User Data and Template Files
  • AWS Compute: The Root Module

6. Terraform

  • Remote state
  • Data Sources
  • Templates
  • Conditionals
  • Built-in Functions
  • Working with state files
  • Outputs, count and Join Function

7. Terraform Integration

  • Adding S3 backend
  • Integration with Git
  • Packer introduction
  • Terraform with Packer
  • Terraform with Jenkins
  • Terraform Formatting and Remote State
  • Terraform RandomID and S3 Buckets

8. Terraform with AWS: Lab Part 2

  • AWS Networking: VPC, IGW, and Route Tables
  • AWS Networking: Subnets, Security, and the Count Attribute
  • AWS Networking: The Root Module

9. Terraform Troubleshooting and Testing

  • Terraform Plan revisited
  • Debugging the script
  • Terraform Testing
  • Lab: Writing test scripts for Terraform.
  • Lab: Testing with Docker

10. Extending Terraform

  • Terraform with Azure cloud
  • Terraform with Google Cloud
  • Terraform Templates
  • Terraform plugins
  • Integrating Go Plugins

11. Terraform Best Practices

  • Best practices in writing terraform scripts
  • Terraform Workflow
  • Terraform projects
  • Other Hashicorp tools
  • New features of Terraform

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Tosca Training – Tosca Certification Course

Tosca Training – Tosca Certification Course

⏰20 hours | ▶️ 20 Videos | 📣 7310 Participants |🎓 3017 Reviews | 4.8 ⭐⭐⭐⭐⭐

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Course Description

The Tosca Automation Training Course is intended to teach users the principles of the Tosca automation program.

The Tosca Automation Training Course will explore fundamental automation ideas, how to utilise Tosca for automated testing, and how to create automated test cases.

Hands-on exercises and demonstrations are also included in the course to help learners understand how to utilise the software.

Tosca Automation Training is excellent for software testers, engineers, and individuals who want to improve their automation skills.

By the end of the Tosca Training, users should be able to successfully design and maintain automated tests using the Tosca Automation program.

In the Tosca training course, users will learn how to develop test scripts, debug test cases, connect Tosca to more extensive automation frameworks, and leverage Tosca’s reporting and visualisation capabilities.

This simple Tosca Training is ideal for those who need knowledge of automated software testing and want to advance their automation profession.

The Tosca training course is intended for students of various skill levels and covers topics such as automation basics, scripting in Tosca, and integrated reporting.

This Tosca training is self-paced and requires no prior understanding of Tosca or automation.

Tosca online training provides a comprehensive overview of the Tosca automation tool.

It is intended to give participants the knowledge and expertise needed to use the platform to optimise their automated tests properly.

Tosca online training will also involve hands-on and interactive demos to help students visualise how the product works.

Finally, a Tosca Interview Q&A session will address any remaining concerns.

This guide provides best practices for interviewing candidates and sample questions and approaches for each interview stage.

This resource can help employers develop an effective, streamlined interview process for selecting the right person for their organisation.

These components combine to create an efficient, effective system for selecting the ideal candidate.

The Tosca certification course concludes with a final exam covering the platform.

The Tosca certification is a thorough training program focusing on software testing, automation fundamentals, and best practices in service assurance and process development.

The courses include theoretical and practical activities in the Tosca tools environment, certifying persons as specialists.

The program is intended to test experts who want to learn about the Tosca framework and those who wish to improve their automation skills.

The Tosca Certification in CloudFoundation course educates and qualifies professionals on creating automated end-to-end software tests for cloud applications and services using the Tosca test suite.

The Tosca CloudFoundation Training learning objectives are to conceptually understand how the Tosca test suite works, become familiar with the Tosca test suite tools, develop the ability to coordinate and execute software tests using the Tosca test suite and become a certified professional in using the Tosca test suite.

To supplement the theoretical themes covered in each module, the system provides hands-on lab activities that use real-world examples of cloud services.

After completing the courses, attendees can organise, author, execute, and analyse their applications and services using the Tosca test suite.

Course Content

1.Introduction

  • Introduction to automation testing
  • Automation tools
  • Pros and cons of automation testing

2.Tosca overview

  • Introduction to Tosca
  • Unique features of Tosca
  • Tosca Automation Tool Testing Syntax
  • Standard Module Import
  • Tosca Installation Process
  • Testing Data Sets using Tosca

3. Tosca Commander

  • Actions/Sections – Requirements
  • Test Cases
  • Modules Test Case Design
  • Execution List
  • Update All, check in & check out

4. Modules & test cases

  • Object Identification
  • scanning & creating module
  • Tosca identifies objects
  • Object Identification methods – By Anchor, By properties, By Index, By image.

5. Standard Modules

  • Buffer Operations
  • Buffer setup
  • Partial buffer
  • Process Operations
  • Expression evaluator
  • Window Operations – Window Operations, Send Keys.

6. Test Case Design and Modules

  • Data creation in test case design
  • Using instances to generate test cases
  • Mapping & Template conversion
  • Dynamic objects handling
  • Steering Parameters
  • Adding Technical Parameters

7. Synchronization

  • WaitOn
  • Static Wait
  • Default Settings

8.Few more Topics in Tosca

  • Conditions & Loops
  • If & Else
  • Conditional Statement
  • Iterations/Repetitions
  • Dynamic data handling
  • Tables
  • Use of constraint
  • Execution set creation
  • Execution List
  • Dynamic data handling
  • Test execution results

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SCCM Training – SCCM Certification Course

SCCM Training – SCCM Certification Course

⏰36 hours | ▶️ 36 Videos | 📣 48 Participants | 🎓 4817 Reviews | 4.9 ⭐⭐⭐⭐⭐

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Course Description

SCCM Training is intended to speed up one’s understanding of the system centre and increase proficiency in effectively managing and deploying systems and devices.

It makes it easier for administrators to use System Centre components capability to manage large-scale environments.

The SCCM Training course also covers installing operating systems using a system centre configuration manager (SCCM).

In addition, the students are instructed in the most effective procedures and optimization strategies required for the efficient operation of the systems.

After completing the SCCM course, the student can configure, manage, and deploy programs and manage system updates, settings, and policies.

To guarantee that students comprehend the blogs and material completely, the SCCM Training includes videos and guidelines provided by professionals in the field, practice tests, and performance evaluations.

SCCM Online Training teaches IT professionals to utilise System Centre Configuration Manager (SCCM), a powerful Windows system management application.

Participants will learn how to install SCCM for automatic software distribution, where to find and manage assets, how to configure and troubleshoot software updates, and much more.

Both a recorded version and a live version of the materials for the SCCM online course may be accessed.
Students who finish the course wing grade and fulfil all prerequisites can get a completion certificate.

SCCM training classes are designed for participants with experience with SCCM and an understanding of network infrastructure before the lesson begins.

It is an outstanding resource for system administrators, IT engineers, security people, and other system administration and deployment professionals.

SCCM Training class aims to give students a fundamental understanding of SCCM, including its design, configuration, and deployment methods.

The SCCM training course is a beautiful resource that is appropriate for IT professionals who want to establish strong system management abilities.

The course’s in-depth content and the ability to earn a completion certification will undoubtedly benefit professionals in their respective positions.

This SCCM training equips participants with the knowledge and skills to guarantee that their system’s administration is as effective and efficient as humanly feasible.

SCCM Training is a beautiful course for IT professionals to acquire the skills they need to ensure efficient and safe administration of their systems.

It is a handy resource for both administrators and non-administrators.

The SCCM training gives students an in-depth understanding of the SCCM architecture, apps, and software updates and guides deploying, maintaining, and protecting their systems.

Students who successfully finish the course will be equipped with the appropriate skill set to manage and deploy strategies and devices more effectively.

The SCCM Training Certification prepares IT professionals to design, deploy, configure, troubleshoot, and operate an SCCM system.

Candidates for this SCCM certification will learn how to use SCCM to manage and deploy programs, devices, software updates, and security policies throughout an organisation.

After completing the SCCM course, candidates can distribute software, operating system images, patches, and updates to various devices.

IT professionals who obtain the SCCM certification can successfully secure, monitor, and manage an organisation’s IT infrastructure.

The SCCM interview Q&A assists potential candidates in preparing for technical interviews to examine their understanding of the System Centre Configuration Manager.

It can review architecture, design, security, deployments, troubleshooting, and other issues.

SCCM Administration’s most crucial aspects are also discussed.

This detailed handbook will assist prospective candidates in preparing for and acing the interview.

CloudFoundation SCCM Training teaches professionals how to configure, administer, and deploy solutions.
SCCM training covers installation to advanced troubleshooting and administration.

You’ll practice installation, configuration, security, reporting, and complex implementations.

Course Content

1.Overview of System Center Configuration Manager

  • Overview of the System Center Configuration Manager
  • Benefits of Implementing System Center Configuration Manager (SCCM)
  • Overview of the System Center Configuration Manager (SCCM) Hierarchy
  • What Is a Central /Primary / Secondary Site?
  • Configuration Manager Site System Roles
  • How Data Flows and Replicates in a Hierarchy
  • Monitoring Site and Component Status
  • Planning a System Center Configuration Manager (SCCM) Stand-Alone Primary Site

2. System Center Configuration Manager Primary Site Deployment

  • Exploring the System Center Configuration Manager (SCCM) Console with all prerequisites
  • Extending the Active Directory Schema
  • Installing and Configuring SQL Database Server
  • Configuring Network Firewall Settings
  • Installing a System Center Configuration Manager (SCCM) Site Server
  • Exploring the Configuration Manager Console
  • Searching in the Configuration Manager Console
  • Monitoring and Troubleshooting a Configuration Manager Site
  • Reviewing Log Files by Using Configuration Manager Trace Log Tool

3. Discovering and Organizing Resources

  • Overview of Discovery Methods
  • Active DirectoryDiscovery Methods/Network Discovery/Heartbeat Discovery?
  • Configuring (Forest, Groups, System, Users) discovery methods
  • Configuring boundaries and boundary groups
  • Configuring client assignments
  • Overview and Managing user and device collections
  • Create device and user collection with direct, query-based membership rules

4. Managing the Configuration Manager Client

  • Overview of a Client Push method, Sitewide/Software Update Point/Group Policy/Manual/Logon Script/OSD
  • Preparing the Site for Client Installation
  • Configuring SCCM client deployment methods
  • Configuring User and Device Policies for SCCM client deployment
  • Deploying Configuration Manager Clients
  • Configuring and Monitoring Client Installation Process and Status

5. Managing Inventory and Software Metering

  • Configuring Asset Intelligence
  • Configuring Hardware Inventory
  • Configuring Software Inventory
  • Configure and manage hardware and software inventory, monitor inventory data flow
  • Overview, Benefit and Configuring of software metering.
  • Lab: Configuring and Managing Inventory Collection

6.Querying and Reporting Data

  • Preparing site to run queries and reports by using SQL Server Reporting Services.
  • Introduction and Managing Queries
  • Configuring SQL Server Reporting Services
  • Introduction to SCCM and Web portal reports
  • Overview to SQL Management Studio tables and view data
  • Creating custom reports by joining multiple SQL Data Tables using SQL Management Studio and SQL Report Builder

7.Managing Software Deployments by Using Application and Package Model

  • Introduction to Applications and Packages models
  • Configuring Software Distribution / Software Distribution Concepts
  • Creating and deploying Application with approval flow concepts, detection method and deployment requirement
  • Distributing Content to Distribution Points
  • Deploying an Application to a User or a Device
  • What Is a Software Center?
  • Configuring the Application Catalog
  • Configuring Packages and Programs
  • Managing Application Deployment
  • Viewing Log files, Monitoring and Troubleshooting application deployment

8.Deploying and Managing Software Updates

  • Overview of Software Updates /Prerequisites for the Software Updates Feature
  • Preparing the Configuration Manager Site for Software Updates
  • Configuring Software Update types product classifications
  • Synchronizing the Software Update Catalog Metadata with Microsoft Update Server
  • Creating Software Update Groups and Deployment Packages
  • Deploying and Managing Software Updates
  • Configuring Automatic Deployment Rules
  • Software Updates Reports
  • Viewing Log files, Monitoring and Troubleshooting Software Updates

9. Managing Operating System Deployment

  • Overview of Operating System Deployment /Prerequisites for the Operating System Deployment
  • Configure DHCP Server as a prerequisite for Operating System Deployment
  • Preparing the Site for Operating System Deployment
  • Capturing a Reference Computer Operating System Image
  • Creating an Operating System Task Sequence to Deploy an Image
  • Deploying an Operating System
  • Viewing Log files, Monitoring and Troubleshooting Windows Operating System Deployment

10.Implementing Endpoint Protection by Using System Center Configuration Manager (SCCM)

  • Overview of Endpoint Protection in Configuration Manager
  • Configuring and Monitoring Endpoint Protection Policies

11.Managing Compliance Settings and profiles

  • Overview of Compliance Settings
  • Creating Configuration Item and Compliance Baseline for devices
  • Configure compliance detection and remediation method
  • Viewing Compliance Results

12.Mobile Device Management Using System Center Configuration Manager (SCCM)

  • Overview of Mobile Device Management
  • Managing Mobile Devices by using the Windows Intune Connector
  • Create policies and compliance settings for mobile devices.
  • Enroll mobile devices using Microsoft Company Portal
  • Deploying Application to Mobile Devices

13. Configuring Power Management, and Remote Control

  • Configuring Power Management Settings
  • Configuring Remote Control

14.Overview of Configuration Manager Site Maintenance

  • Performing Backup and Recovery of a System Center Configuration Manager (SCCM) Site
  • Monitoring System Center Configuration Manager (SCCM) Site Systems

15.Addition of a new Secondary Site

  • Install a new secondary site
  • Assign devices to point to the secondary site using boundary and boundary group
  • Deploy applications to devices through secondary site DP
  • Viewing Log files, Monitoring and Troubleshooting

16.Miscellaneous Topics

  • Maintenance Window Configuration
  • Role-Based Administration
  • Accessing SCCM console from a different computer
  • Resource Explorer
  • Windows 10 Servicing Model
  • Office 365 Client update deployment
  • Upgrade SCCM from old version to new version

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Sitecore Training – The only Course you need

Sitecore Training – The only Course you need

⏰36 hours | ▶️ 36 Videos | 📣 48 Participants | 🔥 27 Reviews

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Course Description

Sitecore’s training course teaches individuals and developers how to create and install Sitecore as their web infrastructure.

Participants can take advantage of the Sitecore platform’s capabilities and functionality by learning best practices for using Sitecore.

The Sitecore training course will give participants a fundamental overview of the Sitecore platform, including installation, page, content item creation and management, and integration with third-party apps.

In addition, Sitecore training covers using Sitecore’s marketing skills to develop a solid online presence.

Hands-on activities and extensive training will teach participants how to implement and optimize Sitecore’s powerful features.

Overall, the Sitecore training course is a thorough and instructive way to learn how to maximize Sitecore’s potential.

Participants may expect to learn knowledge and skills to create and manage powerful websites, optimize marketing efforts, and expand their Sitecore experience.

After completing the Sitecore training session, participants can reflect on their Sitecore experience and make smarter decisions about using the platform at an organizational level.

Sitecore online training is an immersive program that will teach you all you need to know about Sitecore and how to utilize it.

You’ll learn about the Sitecore platform and how to successfully plan and develop a website using Sitecore’s features and capabilities.

Sitecore Certification is designed to recognize various IT skills and knowledge.

The Sitecore certification program includes numerous levels and tracks identifying resources with experience in Sitecore administration and development, data science and analytics, and marketing automation.

Certification is available for people who create, install, and administer all aspects of the Sitecore platform.

Sitecore also offers courses to help IT professionals, marketers, and content creators demonstrate their competence and deepen their grasp of the platform.

All certificates allow holders to join the Sitecore community and contribute to the technology stack.

Sitecore classes introduce students to the powerful experience platform.

Students will learn how to use Sitecore to generate, maintain, and enhance content to meet the specific demands of each customer.

They will create personalized customer journeys, strengthen engagement, and expand on the platform’s fundamental features.

Students will obtain a complete understanding of the platform by investigating Sitecore capabilities such as item structures, content management, marketing automation, customization, analytics, and more.

All Sitecore classes are provided online with real-world examples to help students learn.

This Sitecore class course description accurately describes what students will study.

This Sitecore interview Q&A helps job candidates prepare for Sitecore interviews.

It covers the technology, advises key issues, asks extensive questions to assess a candidate’s knowledge and skills, and offers ideas to improve performance.

The Q & A is a fantastic resource for Sitecore job seekers, providing written and video resources, blogs & materials.

Sitecore Training in CloudFoundation is an online program that teaches people how to use the Sitecore Content Management System (CMS).

Students will also learn how to use the latest tools and strategies for creating, managing, and providing content for digital channels.

The lesson will also focus on best practices for using the Sitecore CMS to increase ROI.

Course Content

1.Introduction

  • Why Site core
  • Feature of Site core
  • Uses of Site core
  • What is CMS? Why do we need one?

2.Installation

  • Sitecore Installation on local machine
  • Sitecore simple architecture
  • Sitecore Installation – Places it affects
  • Sample page creation

3. How to Install Site core

  • Manual
  • Installation Wizard

4. Sitecore Databases

  • Core
  • Master
  • Web

5.Sample Application with Visual Studio

6.Templates in Sitecore

7.Fields in Sitecore

  • Overview of all fields

8.Layout and sub-layouts

9.Items in Site core

10.Working with Items

  • How to access and item
  • How to Access the Children of an Item
  • How to Access the Parent of an Item

11.Introduction of Sitecore Ribbon

  • Home
  • View
  • Presentation
  • Configuration etc.

12.Standard and default value

13.Data Validation

  • Validation Overview
  • Types of Validation
  • Validation Error Levels
  • Configuring Validation Rules

14.Overview of the Sitecore Context

  • The Context Item
  • The Context Site
  • The Home Item of the Context Site
  • The Context Database
  • The Context Language
  • The Context Domain
  • The Context User
  • The Context Raw URL
  • The Context Page Mode

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SPSS Training – The only Course you need

SPSS Training – The only Course you need

⏰36 hours | ▶️ 36 Videos | 📣 48 Participants | 🎓 3915 Reviews | 4.8 ⭐⭐⭐⭐⭐

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Course Description

In SPSS Training, students learn introductory classes about how to use SPSS.

Those who are unfamiliar with SPSS the SPSS course covers every aspect of SPSS, from data input and export to data manipulation, descriptive statistics, data analysis techniques, and charting and reporting findings.

The SPSS online course is divided into parts that cover everything from different file kinds and data sources to generating data files and setting up analysis parameters, building data reports, and analyzing their results.

The SPSS training emphasizes building practical skills and real-world applications by providing hands-on examples of each topic.

Students can confidently utilize SPSS in their research and data analysis projects after the course.

Students may also evaluate data, write valuable reports, and communicate findings to a broader group.

SPSS training is an introductory course for students who want to learn how to reliably use SPSS for data analysis.

SPSS course focuses on building practical skills and real-world applications while providing extensive, hands-on education.

SPSS Training is an excellent course for individuals who wish to learn about SPSS and obtain expertise in data analysis.

SPSS Online Training is an online course that teaches the fundamentals of data analysis using the SPSS program.

SPSS course is designed for students, researchers, and professionals using SPSS for data analysis & aims to teach students how to use the SPSS program for analyzing data.

SPSS class is meant to give students a thorough introduction to the sophisticated statistics software program.

SPSS course will cover the fundamentals of data input, hypothesis testing, data analysis, and charts and graphs.

Students will be able to understand and report SPSS results and develop SPSS models and data sets after completing the course.

This course is appropriate for students with an introductory statistics background who want to expand their knowledge and abilities in data-driven decision-making.

Those who do not have a foundation in statistics are urged to take an introductory statistics course before taking this SPSS seminar.

SPSS online course is accessible in both online and in-person forms and requires a computer with access to a copy of the SPSS program.

SPSS online class includes video lectures, a discussion room, and tests. The in-person session consists of weekly lectures and hands-on exercises.

SPSS Certification program allows users to show software expertise while increasing their abilities and marketability.

It comprises tutorials, tests, and certifications at the mastery level.

The SPSS Certification program aims to give professionals the skills and information they need to use the SPSS software to analyze data.

The SPSS interview Q & A contains complete questions and answers about the Statistical Package for Social Sciences (SPSS) program.

Installation, data types, importing data, data manipulation, statistical analyses, exporting results, and other subjects are covered.

The guide also has videos, links, blogs & materials for these tutorials. It is intended to assist researchers, analysts, and data scientists in becoming acquainted with the SPSS software.

CloudFoundation offers SPSS training for predictive and data analysis. Our SPSS Training teaches data analysis, interpretation, and application through self-paced video lessons and activities.

You’ll also learn to utilize SPSS to analyze data using sophisticated logistic regression and cluster analysis methods.

Our SPSS Training will boost your SPSS confidence and data analysis skills.

Course Content

1.Research methods

  • Statistics
  • The Research Process
  • Initial Observation
  • Generate Theory
  • Generate Hypotheses
  • Data collection to Test Theory
  1. What to measure
  2. How to Measure
  • Analyze data
  • Descriptive Statistics: Overview
  • Central Tendency
  • Measure of variation
  • Coefficient of Variation
  • Fitting Statistical Models
  • Conclusion

2.Statistics

  • Building statistical models
  • Types of statistical models
  • Populations and samples
  • Simple statistical models
  • The mean as a model
  • The variance and standard deviation
  • Central Limit Theorem
  • The standard error
  • Confidence Intervals
  • Test statistics
  • Non-significant results and Significant results:
  • One- and two-tailed tests
  • Type I and Type II errors
  • Effect Sizes
  • Statistical power

3.SPSS Environment

  • Accessing SPSS
  • To explore the key windows in SPSS
  1. Data editor
  2. The viewer
  3. The syntax editor
  • How to create variables
  • Enter Data and adjust the properties of your variables
  • How to Load Files and Save
  • Opening Excel Files
  • Recoding Variables
  • Deleting/Inserting a Case or a Column
  • Selecting Cases
  • Using SPSS Help

4. Exploring data with graphs

  • The art of presenting data
  • The SPSS Chart Builder
  1. Histograms: a good way to spot obvious problems
  2. Boxplots (box–whisker diagrams)
  • Graphing means: bar charts and error bars
  1. Simple bar charts for independent means
  2. Clustered bar charts for independent means
  3. Simple bar charts for related means
  4. Clustered bar charts for related means
  5. Clustered bar charts for ‘mixed’ designs
  • Line charts
  • Graphing relationships: the scatterplot
  1. Simple scatterplot
  2. Grouped scatterplot
  3. Simple and grouped -D scatterplots
  4. Matrix scatterplot
  • Simple dot plot or density plot
  • Drop-line graph
  • Editing graphs

5. Exploring assumptions

  • What are assumptions?
  • Assumptions of parametric data
  • The assumption of normality
  • Quantifying normality with numbers
  • Exploring groups of data
  • Testing whether a distribution is normal
  • Kolmogorov–Smirnov test on SPSS
  1. Output from the explore procedure
  2. Reporting the K–S test
  • Testing for homogeneity of variance
  1. Levene’s test
  2. Reporting Levene’s test
  • Correcting problems in the data
  1. Dealing with outliers
  2. Dealing with non-normality and unequal variances
  3. Transforming the data using SPSS

6.Correlation

  • Looking at relationships
  • How do we measure relationships?
  1. Covariance
  2. Standardization and the correlation coefficient
  • The significance of the correlation coefficient
  • Confidence intervals for r
  • Correlation in SPSS
  1. Bivariate correlation
  2. Pearson’s correlation coefficient
  3. Spearman’s correlation coefficient
  4. Kendall’s tau (non-parametric)
  5. Biserial and point–biserial correlations
  6. Partial correlation
  7. The theory behind part and partial correlation
  8. Partial correlation using SPSS
  9. Semi-partial (or part) correlations
  • Comparing correlations
  • Comparing independent rs
  • dependent rs
  • Calculating the effect size
  • How to report correlation coefficients

7.Regression

  • An introduction to regression
  • Some important information about straight lines
  • The method of least squares
  • Assessing the goodness of fit: sums of squares, R and R2
  • Doing simple regression on SPSS
  1. Interpreting a simple regression
  2. Overall fit of the model
  3. Model parameters
  4. Using the model
  • Multiple regression: the basics
  1. An example of a multiple regression model
  2. Sums of squares, R and R2
  3. Methods of regression
  4. How accurate is my regression model?
  5. Assessing the regression model, I: diagnostics
  6. Assessing the regression model II: generalization
  • How to do multiple regression using SPSS
  1. Some things to think about before the analysis
  2. Main options
  3. Statistics
  4. Regression plots
  5. Saving regression diagnostics
  6. Interpreting multiple regression
  • Descriptive
  1. Summary of model
  2. Model parameters
  3. Excluded variables
  4. Assessing the assumption of no multicollinearity
  5. Case wise diagnostics
  • Checking assumptions
  1. What if I violate an assumption?
  2. to report multiple regression

8.Categorical predictor in multiple regression

  • Dummy coding
  • SPSS output for dummy variables

9.Logistic regression

  • Background to logistic regression
  • What are the principles behind logistic regression?
  • Assessing the model: the log-likelihood statistic
  • Assessing the model: R and R2
  1. The Wald statistic
  2. The odds ratio: Exp (B)
  • Methods of logistic regression
  1. Assumptions
  2. Incomplete information from the predictors
  3. Complete separation
  4. Overdispersion
  5. Binary logistic regression
  6. The main analysis
  7. Method of regression
  8. Categorical predictors
  9. Obtaining residuals
  • Interpreting logistic regression
  1. The initial model
  2. Step: intervention
  3. Listing predicted probabilities
  4. Interpreting residuals
  5. Calculating the effect size
  • How to report logistic regression
  • Testing assumptions
  1. Testing for linearity of the logit
  2. Testing for multicollinearity
  • Predicting several categories: multinomial logistic regression
  • Running multinomial logistic regression in SPSS
  1. Statistics
  2. Other options
  3. Interpreting the multinomial logistic regression output
  4. Reporting the results

10.Comparing two means (t-test)

  • Looking at differences
  • A problem with error bar graphs of repeated-measures designs
  1. Step: calculate the mean for each participant
  2. Step: calculate the grand mean
  3. Step: calculate the adjustment factor
  4. create adjusted values for each variable
  • The t-test
  • Rationale for the t-test
  1. Assumptions of the t-test
  2. The dependent t-test
  3. Sampling distributions and the standard error
  4. The dependent t-test equation explained
  5. The dependent t-test and the assumption of normality
  6. Dependent t-tests using SPSS
  7. Output from the dependent t-test
  8. Calculating the effect size
  • Reporting the dependent t-test
  1. The independent t-test
  2. The independent t-test equation explained
  3. The independent t-test using SPSS
  4. Output from the independent t-test
  5. Calculating the effect size
  • Reporting the independent t-test
  • Between groups or repeated measures?
  • The t-test as a general linear model

11.Comparing several means: ANOVA (GLM)

  • The theory behind ANOVA
  • Inflated error rates
  • Interpreting f-test
  • ANOVA as regression
  1. Logic of the f-ratio
  2. Total sum of squares (SST)
  3. Model sum of squares (SSM)
  4. Residual sum of squares (SSR)
  5. Mean squares
  6. The f-ratio
  • Assumptions of ANOVA
  • Planned contrasts
  • Post hoc procedure
  • Running one-way ANOVA on SPSS
  • Planned comparisons using SPSS
  • Post hoc tests in SPSS
  1. Output from one-way ANOVA
  2. Output for the main analysis
  3. Output for planned comparisons
  4. Output for post hoc tests
  5. Calculating the effect size
  6. Reporting results from one-way independent ANOVA
  7. Violations of assumptions in one-way independent ANOVA

12.Chi-square

  • Analyzing categorical data
  • Theory of analyzing categorical data
  1. Pearson’s chi-square test
  2. Fisher’s exact test
  • The likelihood ratio
  • Yates’ correction
  • Assumptions of the chi-square test
  • Doing chi-square on SPSS
  1. Running the analysis
  2. Output for the chi-square test
  3. Breaking down a significant chi-square test with standardized residuals
  4. Calculating an effect size
  • Reporting the results of chi-square

FAQ’s

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