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منذ يناير 2024
أستاذ منذ يناير 2024
Solidify your grasp on Data Structures and Algorithms
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من 1996.34 EGP
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I follow more or less closely the famous book entitled Introduction to Algorithms authored by CLRS on the subject. The coverage is exhaustive as we go through various concepts related to data structures and algorithms, study standard algorithms such as for sorting, searching, finding max/min, handling trees and graphs, and then pursue in detail their application to real world problems.

I work upwards from first principles so the understanding is solid and transferrable to other domains. We work through problems together in a step by step manner before I encourage the student to tackle a problem autonomously so they get an idea of the problem solving process whilst also building their own framework to approach each problem.
معلومات إضافية
delivered online; best if accompanying a course that you are pursuing at Uni
المكان
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عند المعلم :
  • Résidence du Val Palaiseau, Palaiseau, France
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عبر الانترنت من فرنسا
السن
الكبار (18-64 سنة)
الكبار (65 سنة فأكثر)
مستوى الطالب
مبتدئ
متوسط
متقدم
المدة
45 دقيقة
60 دقيقة
الدرس يدور باللغة
الإنجليزية
الجاهزية في الأسبوع العادي
(GMT -05:00)
نيويورك
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عند المدرّس و عبر الانترنت
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
فصول مماثلة
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Amine
◾ 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

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- 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

1) Academic support

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

2) Statistical analysis

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

3) Statistical tests

- 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
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Sara
Do you dream of creating your own website but don't know where to start? 🙋‍♂️🙋‍♀️ This course is for you! Together, we'll dive into the exciting world of web development by learning the basics of the three essential languages: HTML 🧱 to structure your pages, CSS 🎨 to make them beautiful and well-presented, and JavaScript ⚙️ to add interaction and dynamism to your projects (like drop-down menus, click effects, or responsive forms).

No need to have any previous experience coding! 💡 This course is designed for beginners, the curious, or even those considering a career change. The goal is simple: by the end, you'll know how to create a complete, clean, modern, and mobile-friendly website 📱💻. We progress step by step, with clear explanations, small, concrete projects, and a relaxed but serious atmosphere. 🎯

The course is remote via webcam (Zoom, Google Meet, etc.) 📍💻. All you need is a laptop and a code editor like Visual Studio Code (free). I provide all the files needed to follow the exercises and build your site step by step 🧑‍💻📂.

This course is taught in French 🇫🇷 and is aimed at everyone, from teenagers to seniors, motivated to learn something new and useful. Sessions last 60 or 90 minutes, whichever suits you best ⏱️. Whether you want to create a personal website, discover coding or even start a professional project, you've come to the right place! 💬✨

See you soon to create your first website together! 😄👨‍🏫👩‍🏫
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اتصل بSaumya
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الدرس الأول مضمون
بواسطة
ضمان المدرس المناسب
فصول مماثلة
arrow icon previousarrow icon next
verified badge
Amine
◾ 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

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- 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

1) Academic support

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

2) Statistical analysis

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

3) Statistical tests

- 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
Sara
Do you dream of creating your own website but don't know where to start? 🙋‍♂️🙋‍♀️ This course is for you! Together, we'll dive into the exciting world of web development by learning the basics of the three essential languages: HTML 🧱 to structure your pages, CSS 🎨 to make them beautiful and well-presented, and JavaScript ⚙️ to add interaction and dynamism to your projects (like drop-down menus, click effects, or responsive forms).

No need to have any previous experience coding! 💡 This course is designed for beginners, the curious, or even those considering a career change. The goal is simple: by the end, you'll know how to create a complete, clean, modern, and mobile-friendly website 📱💻. We progress step by step, with clear explanations, small, concrete projects, and a relaxed but serious atmosphere. 🎯

The course is remote via webcam (Zoom, Google Meet, etc.) 📍💻. All you need is a laptop and a code editor like Visual Studio Code (free). I provide all the files needed to follow the exercises and build your site step by step 🧑‍💻📂.

This course is taught in French 🇫🇷 and is aimed at everyone, from teenagers to seniors, motivated to learn something new and useful. Sessions last 60 or 90 minutes, whichever suits you best ⏱️. Whether you want to create a personal website, discover coding or even start a professional project, you've come to the right place! 💬✨

See you soon to create your first website together! 😄👨‍🏫👩‍🏫
ضمان المدرس المناسب
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اتصل بSaumya