SPSS, AMOS. PLS SEM and Research Guidance - Interactive learning

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From 54.7 C$ /h

I aim equips students and researchers with the essential skills to conduct advanced quantitative research using industry-standard software and statistical methods. Emphasis is placed on data analysis, structural equation modeling, and applied research design, with a focus on interpreting results and applying them in academic and professional contexts.

Learning Focus

SPSS (Statistical Package for the Social Sciences):
Data preparation, descriptive statistics, reliability testing, regression, ANOVA, and hypothesis testing.

AMOS (Analysis of Moment Structures):
Confirmatory factor analysis (CFA), measurement model testing, structural equation modeling (SEM), and model fit assessment.

PLS-SEM (Partial Least Squares Structural Equation Modeling):
Application of SmartPLS or WarpPLS for predictive modeling, higher-order constructs, mediation/moderation analysis, and validation techniques (AVE, CR, HTMT).

Research Guidance:
Understanding research design, formulating hypotheses, structuring a thesis, interpreting outputs, reporting results in APA style, and preparing manuscripts for conferences or journals.

Extra information

download SPSS or AMOS

Location

Online from Bahrain

Age

Adults (18-64 years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

The class is taught in

Arabic

English

Skills

Numerical analysis

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Adobe software package (Photoshop, Illustrator, InDesign, Motion graphic)

68.67 C$ /h

This course introduces students to the Adobe Creative Cloud package, focusing on industry-standard tools used in graphic design, multimedia production, and visual communication. Through a hands-on, project-based approach, students will gain foundational skills in Adobe Photoshop, Illustrator, and InDesign while exploring how these applications integrate to support professional design workflows.

Students will learn to:

Use Adobe Photoshop for image editing, photo manipulation, and digital compositing.

Apply Adobe Illustrator for creating vector-based graphics, logos, and illustrations.

Design and publish layouts in Adobe InDesign, such as posters, brochures, and magazines.

Understand file formats, color modes (RGB/CMYK), typography, and prepress requirements.

Develop creative projects that combine multiple applications, simulating real-world design tasks.

Julien

5.0

(8)

Dear researchers, dear analysts,

As you are well aware, statistics is a powerful tool.
When used appropriately, it allows us to characterize complex systems such as human populations or neural networks.

I hold a Ph.D. in physics from the University of Geneva. And previously, during my master's thesis, I conducted ab-initio calculations within a computational physics research group at EPFL (Swiss Federal Institute of Technology).

Just like you, I understand the time investment required for properly understanding and utilizing certain tools.
For those of you who recognize the importance of comprehending statistical techniques to conduct rigorous studies, you are right to seek guidance. So I am here to save you the time you need to focus on your work.

Please feel free to contact me without hesitation.
Sincerely,

Yas

5.0

(8)

With years of experience as an engineer in Belgium and the Netherlands, I would like to help other students navigate the sometimes complex world of mathematics and physics. During my studies, I tutored for six years in secondary schools in the regions of The Hague, Delft, Rotterdam, and Antwerp. In doing so, I aim to review the subject matter interactively with the student and link theoretical concepts as much as possible to examples from our daily lives to prepare and motivate the student.

So if you would like tutoring on one or more subjects in mathematics or physics, you can contact me.

Mohamed

5.0

(8)

As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.

My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.

With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.

By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge.

In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.

Mohamed

5.0

(8)

As a first grade mathematics teacher graduated from the higher school of teachers and having taught for 11 years in public high school, I offer tutoring lessons in mathematics at home for middle and high school students of levels T and Common Core Sciences , Technological TC, 1st Baccalaureate in Experimental and Terminal Sciences of all sectors (SVT-PC-SC.Math-L), as well as for the 2nd and 1st general classes Terminale specialty of the French system, and the 5th, 4th and 3rd levels from college.

My goal is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve. I am also able to support them in the preparation of their exams and entrance exams to the Grandes Ecoles, as well as providing them with homework help.

I am convinced that I have the qualities required to allow my students to progress and perhaps even give them a taste for this subject.

Mohamed

5.0

(8)

Numerical Analysis is a powerful mathematical tool to solve many problems that cannot be solved by algebra methods. For example, it can solve unsolved algebra problems for non-linear equations. It can also solve system of linear equations. We can use it also to do differentiation and integration complex problems. We can do also Matlab codes to implements those numerical analysis algorithms.

Are you looking for help with statistics or data analysis?
To prepare for an exam, accomplish a coursework, a bachelor's, master's or doctoral thesis?

I have a PhD title in physics and have been teaching statistics for 10 years. I have already helped more than 150 students succeed.

I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level.

I help in interpreting the output of common statistical programs (R/RStudio, Jamovi, Jasp) or in carrying out entire analyses.

I am an affable character and am completely committed to one goal: the success of the student.

Kevin

5.0

(8)

► EXPERT STATISTICS, DATA ANALYTICS, MACHINE LEARNING & AI TUTOR FROM SWITZERLAND
► UNIVERSITY, FOUNDATION, IB, A-LEVEL & INTERNATIONAL SCHOOL SUPPORT

I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my academic background strongly combined mathematics, statistics, data analysis, analytical thinking and problem-solving. This technical and data-oriented foundation shaped the way I teach today: clearly, logically and with a strong focus on real understanding.

For many years, I have successfully supported students in Statistics, Data Analytics, Machine Learning and AI. My main focus is especially on Statistics — from basic descriptive statistics to advanced statistical methods, hypothesis testing, regression, probability distributions and interpretation of results.

I mainly use R for statistical analysis, data handling, visualisation and practical exercises. My goal is not only to help students calculate results, but to make sure they understand what the results mean and how to explain them correctly.

► STATISTICS, DATA ANALYTICS & AI SUPPORT

► STATISTICS & PROBABILITY
I help students understand descriptive statistics, probability, random variables, distributions, sampling, confidence intervals, hypothesis testing, p-values, correlation, regression and statistical interpretation. My lessons focus on explaining the logic behind each method, not just applying formulas.

► APPLIED STATISTICS WITH R
I support students in using R for statistical analysis, data cleaning, visualisation, hypothesis testing, regression models and interpretation of outputs. Students learn how to connect theory, calculation, code and real meaning step by step.

► QUANTITATIVE METHODS & RESEARCH STATISTICS
I help students with statistical methods used in business, economics, psychology, social sciences, science and university research. This includes choosing the correct test, understanding assumptions, interpreting results and presenting findings clearly.

► DATA ANALYTICS & DATA SCIENCE
I support students with data preparation, exploratory data analysis, visualisation, dashboards, summary statistics and practical interpretation. The focus is always on understanding the data and drawing meaningful conclusions.

► MACHINE LEARNING & AI FOUNDATIONS
For students working with modern data topics, I also provide support in the foundations of Machine Learning and AI, including regression, classification, clustering, model evaluation and practical applications. These topics are explained from a statistical point of view, so students understand the logic behind the models.

► UNIVERSITY, FOUNDATION & INTERNATIONAL COURSES
I support students in Statistics, Data Analytics, Business Analytics, Quantitative Methods, Econometrics, Research Methods and technical modules. I help with exam preparation, assignments, projects and practical data analysis tasks.

► HOW I TEACH

► I FOCUS ON REAL STATISTICAL UNDERSTANDING.
Statistics becomes much easier when students understand why a method is used, what the result means and how to interpret it correctly.

► I EXPLAIN FORMULAS STEP BY STEP.
Difficult formulas, tests and models are broken down into simple, logical parts so students can follow the reasoning clearly.

► I CONNECT THEORY WITH R PRACTICE.
Students learn not only the statistical theory, but also how to apply it in R, read the output and explain the result in proper academic language.

► I HELP STUDENTS CHOOSE THE RIGHT METHOD.
Many students struggle with deciding whether to use a t-test, chi-square test, ANOVA, regression or another method. I teach students how to recognise the correct approach from the question or dataset.

► I TRAIN INTERPRETATION AND EXAM TECHNIQUE.
Students learn how to structure statistical answers, write clear conclusions, explain p-values, interpret confidence intervals and present results professionally.

► I ADAPT EVERY LESSON TO THE STUDENT.
Some students need help with theory, others with R coding, assignments, research projects or exam preparation. I adjust every lesson to the student’s exact course, level and goals.

► YEARS OF EXPERIENCE WITH STATISTICS, DATA & UNIVERSITY STUDENTS

Over the years, I have successfully supported students from demanding academic programmes, helping them strengthen their statistical understanding, improve their analytical thinking and achieve excellent progress in Statistics, Data Analytics, Machine Learning and AI.

► ONLINE LESSONS

► Interactive whiteboard
► Clear digital notes
► Step-by-step statistical explanations
► R support for data analysis
► Exam preparation
► Assignment and project guidance
► Practical examples with real datasets
► Focused one-to-one support from Switzerland

► MY GOAL

My goal is not only to help students pass exams or complete assignments, but to help them truly understand Statistics. With the right guidance, statistical methods become logical, practical and much easier to apply.

► SUBJECTS: Statistics, Probability, Data Analytics, Data Science, Machine Learning, AI, Quantitative Methods, Research Methods, Econometrics
► MAIN TOOL: R
► LEVELS: International School, IB, A-Level, Foundation Courses, University Modules, Professional Training
► FORMAT: Online tutoring from Switzerland
► FOCUS: Statistical understanding, R practice, interpretation, exam preparation, assignments, projects and long-term analytical confidence.

Mazuba

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Master Pure Mathematics with lessons designed for both regular learning and exam readiness.
We cover all topics from algebra, functions, trigonometry, calculus, and coordinate geometry, using a mix of concept lessons, exercises, and P1 & P3 past paper practice.

You’ll benefit from:

Easy-to-follow explanations of complex topics
Regular lesson support to match your school progress
Step-by-step solutions and revision techniques
Past paper analysis to strengthen exam performance

Perfect for A Level students who want to improve grades, fill learning gaps, or build strong math foundations.

Alessandro

5.0

(8)

Hey there! Alessandro here - I am a PhD student in Atmospheric Sciences with a background in Chemistry and Environmental Sciences. I will be happy to help you with mathematics, numerical (and data) analysis and statistics, from the basics to university level. If you have questions for me, feel free to reach out!

- ITA -
Ehi! Sono Alessandro, un dottorando in scienze dell'atmosfera con un percorso di studi tra chimica e scienze ambientali. Sarò felice di aiutarti in matematica, analisi, analisi dati e statistica, dalle basi fino ai livelli più avanzati. Se hai domande da farmi, manda pure un messaggio!

Aqsa

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(8)

This lesson builds a solid foundation in numbers and variables by helping students understand how numbers are represented, how variables are used to express unknown values, and how they relate to real-world situations. Through clear explanations, guided examples, and practice activities, students develop algebraic thinking, logical reasoning, and confidence needed for advanced mathematics.

Giorgi

5.0

(8)

Welcome to Math Journeys!
Mathematics isn't just about numbers on a page; it’s the language of the universe! On this journey, you won't just be "doing sums." You will be a pattern detective, a shape architect, and a logic explorer.
Your Mission: To look at the world around you and find the hidden math waiting to be discovered. Whether you are counting the stars or calculating the speed of a rocket, every step you take makes your "Math Brain" stronger!

1. Early Numeracy & Logic (Ages 4–6)
At the preschool and kindergarten level, math is less about formal equations and more about "number sense." This category covers:
Counting and Cardinality: Recognizing numbers and understanding that a count represents a quantity.
Sorting and Patterns: Identifying shapes, colors, and repeating sequences.
Spatial Awareness: Understanding "above," "below," "next to," and basic geometry.

2. Operations & Algebraic Thinking (Ages 7–12)
As children move into elementary and middle school, they transition from counting to calculating. This category includes:
Core Operations: Addition, subtraction, multiplication, and division.
Problem Solving: Translating word problems into mathematical expressions.
Foundational Algebra: Understanding variables and the relationship between numbers (e.g., $2 + x = 5$).

Measurement, Data & Fractions (Ages 7–12)
This category addresses the more technical side of primary school math that deals with parts of a whole and real-world application:
Fractions and Decimals: Moving beyond whole numbers to understand ratios and proportions.
Measurement: Learning units of time, length, mass, and volume.
Data Literacy: Reading simple graphs, charts, and understanding basic probability.

Khaoula

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Are you struggling with mathematics or looking to deepen your knowledge? I offer private lessons tailored to your level and needs, whether you are a beginner, experiencing academic difficulties, or wishing to progress quickly.
The sessions cover fundamental concepts (arithmetic, algebra, geometry, fractions, etc.) up to more advanced topics (functions, probability, trigonometry, analysis, etc.). Each course is tailored to your academic program and objectives.
The goal is to give you the tools and method to understand sustainably, gain confidence and improve your results.

Lina

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Learn Excel in a practical way, focused on real-world work situations. This isn't a theoretical course: from the very first class, you'll work with applied exercises that will help you gain confidence and improve your professional profile.

It is aimed at people who want to start from scratch or improve their level of using Excel in their work, studies or personal projects.

In classes you will learn to:

Master Excel from basic to intermediate/advanced level
Use key formulas such as SUM, IF, VLOOKUP/XLOOKUP
Create pivot tables to analyze information
Clean and organize data efficiently
Design clear reports and basic dashboards
Applying Excel to real-world business cases

The classes are personalized according to your level and goals. We can work with your own files or with practical exercises that simulate real-life situations.

My approach is for you to learn quickly, understand what you're doing, and be able to apply it immediately.

I'm an Electronics Engineer with experience in data analysis and marketing analytics. I've worked with tools like Excel, Power BI, and RapidMiner on real-world projects, so I can teach you not only "how" but also "why" to use Excel in the workplace.

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- Python Programming is currently the most utilized tool in the data analysis world. Its ease-of-use and wide variety of packages/libraries makes it a most valuable skill to have for a student wanting to get started in the world of data analysis and Object Oriented Programming.

- This course is geared towards beginners and intermediates who are interested in a hands-on approach to learning without neglecting the scientific background of the covered material, which will include the following:
* Introduction to Python Programming
* Understanding of OOP concepts and use-cases
* Crash course in statistical analysis concepts
* The usage of specified analysis libraries like Pandas and Numpy
* Introduction to Data science
* Neural Networks