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Since July 2021
Instructor since July 2021
Math, statistics, programing and computer science tutoring
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From 39.81 € /h
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I specialize in tutoring computer science classes such as:
1- java- basic programing
2- data structure- advanced programing
3- python- Artificial intelligence programing
4- html- web programing
5- php- advanced web programming
6- database- manage your data
I start from scratch with the students so even if they don't have an IT background or new to programing world, they can feel comfortable with the way I teach, using best practices, and lot of exercises.
Extra information
bring your own laptops
Location
location type icon
Online from Lebanon
About Me
- Experienced university lecturer with 7 years teaching experience in computer science classes including algorithms concept, basic programing web programing, database, and
statistics
- more than 15 years experience in the market between programing, analysis and IT management.
- I call myself knowledge transferrer rather than tutor.
- I believe a successful teacher is the one who can transfer his knowledge smoothly to his class.
Education
Masters degree in computer science (Lebanon / France)
Microsoft certified solution developer in visual studio.net
Microsoft certified technology specialist in MS SQL
Experience / Qualifications
-7 years teaching in institutions and universities in Lebanon.
-Courses Taught: Java/Data Structure/ HTML/ PHP/ Python/ SQL
-15 years experience in software development and IT management in elite companies in Lebanon
Age
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Student level
Beginner
Duration
30 minutes
45 minutes
60 minutes
The class is taught in
English
Arabic
Availability of a typical week
(GMT -05:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

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- Production of performance indicators and actionable analyses to support decision-making

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- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

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- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

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- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

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- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

- One- or multi-factor ANOVA
- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
- Validation and interpretation of structures and clusters

◾ Reporting & communication

- Clear, structured and concise reporting of results
- Visualizations tailored to decision-makers
- Support for strategic and operational decision-making
verified badge
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verified badge
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verified badge
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Good-fit Instructor Guarantee
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Contact Issa