Statistics: theory and applications (R/Python/SPSS)

Von 50.2 $ /Std

This class will provide students with private tutoring tailored to the needs of their BSc./MSc. classes, enriched with additional educational material and personalized explanations based on the scope and level of their course. The tutorials may cover statistical/econometric material for analyses pertaining to the disciplines of psychology, economics, policy evaluation, management, political science, sociology and more.

This class may cover any of the following topics:

- Hypothesis Testing, Analysis of Experimental Data, Power, Effect Size
- Parametric Inference and Estimation (i.e., regression, t-test, chi-square test)
- Causal Inference with Observational Data (i.e., instrumental variables, difference-in-differences, regression discontinuity)
- Probability Theory (i.e., LLN, CLT, probability distributions, Bayes theorem)
- Non - parametric and Machine Learning methods (i.e., supervised classification/regression techniques, unsupervised/clustering techniques)
- Coding in R, Python and SPSS
- Quantitative methodology and evaluation of analysis results

Zusätzliche Informationen

Lessons can be held online (via Zoom, Skype or some other preffered platform) or at a physical location if possible. It is also possible to schedule classes with more than 1 person (max 4).

Ort

Online aus Niederlande

Über mich

I have worked as a full time Lecturer and Tutor at Erasmus University Rotterdam for more than 6 years, teaching several courses in statistics and quantitative methods, as well as supervising students in their BSc. thesis. At the moment I work as a Data Scientist at a large consulting firm in Amsterdam.

I have experienced the joy and rewards of teaching when students achieve their academic goals and I continue my teaching activities at Erasmus University as a guest lecturer. However, teaching small scale interactive classes is what I have always enoyed the most and would like to focus on.

I have received thousand student evaluations over the years and according to them some of my most salient characteristics as a tutor are: patience, clarity of explanations and the ability to create a safe environment for questions and reflections on the material. In my classes, students are placed in the driver's seat and learn from their mistakes at a pace that is optimal for them and their needs.

Bildung

MSc. Behavioural Economics, Erasmus University Rotterdam - Thesis: 8.5/10
MSc. Policy Economics, Erasmus University Rotterdam - Thesis: 9/10
Certificate Statistics & Data Science, MITx

Erfahrung / Qualifikationen

6+ year of teaching experience in statistics and quantitive research methods at Erasmus University Rotterdam, including teaching small scale interactive classes, lecturing, designing high quality interactive teaching material, thesis supervision and coordination of large classes with 200+ students.

Courses:
- Quantitative Research Methods & Analysis with R
- Intermediate Statistics I & II
- Introduction to Statistics & SPSS

Alter

Erwachsene (18-64 Jahre alt)

Seniorinnen und Senioren (65+ Jahre alt)

Unterrichtsniveau

Anfänger

Mittel

Fortgeschritten

Dauer

60 Minuten

90 Minuten

120 Minuten

Unterrichtet in

Englisch

Griechisch

Fachkenntnisse

Statistik

Methodik-kurs

Programmierung

Verfügbarkeit einer typischen Woche

(GMT -05:00)

New York

Online via Webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Empirical project supervision in academia and industry

50.2 $ /Std

This class will provide students with personalised, end-to-end guidance/supervision in empirical research projects. This could entail BSc./MSc. theses, academic projects/assignments or industry related work. These classes will provide hollistic support in all aspects of the empirical project, from data understanding, analysis, careful interpretation of the results and presentation through captivating and coherent storytelling. The class can also provide support with code implementation in R/Python/SPSS.

Manoj

4.95

(21)

I am a Professional Full Stack Developer with over 15 years of hands-on experience in software engineering, system design, and artificial intelligence.
I’ve worked across frontend, backend, DevOps, and AI, building enterprise-grade systems for real-world applications — from large-scale microservices to cognitive AI platforms.

I’m passionate about teaching the real, modern way of coding — combining deep technical foundations with today’s most advanced technologies: Generative AI, Agentic systems, RAG architectures, cloud automation, and intelligent DevOps.

Whether you are a beginner exploring your first “Hello World,” a professional improving your stack, or a researcher/developer exploring AI systems, I can guide you step-by-step — conceptually, practically, and strategically.

🧩 What You Will Learn
🖥️ Front-End Development

Master how to build responsive, interactive, and high-performance interfaces:

HTML / HTML5 – Structure, semantics, forms, accessibility

CSS / CSS3 / SCSS – Layout, animations, responsive design, Flexbox, Grid

Bootstrap / Tailwind / Material UI – Rapid design frameworks

JavaScript (ES6+) – Functional programming, event loop, closures, async/await

TypeScript – Strong typing, interfaces, decorators, generics

React.js / Next.js – Components, hooks, state management, routing, APIs

Angular (1.x to 17) – Modules, dependency injection, RxJS, advanced architecture

Vue.js (optional) – Reactive programming, lifecycle management

jQuery / AJAX – Legacy support and backend communication

Web Performance – Lighthouse, Core Web Vitals, PWA, caching strategies

⚙️ Back-End & Enterprise Development

Build scalable, secure, and intelligent server-side systems:

C / C++ / Data Structures / Algorithms / OOPS

Java / J2EE / Spring / Spring Boot / Spring Cloud / Hibernate / Struts / Wicket

Microservices Architecture – API gateway, service registry, inter-service communication

Node.js / Express / NestJS – Modern JavaScript/TypeScript backend

REST & SOAP Web Services – API design, security, documentation (Swagger / Postman)

Python (Flask / FastAPI) – REST APIs, ML pipelines, automation

Shell Scripting (Linux/Unix) – Automation, cron jobs, log parsing, DevOps scripting

PHP / Laravel / CodeIgniter – Classic web backend development

Containerization & Orchestration: Docker, Kubernetes, Helm

CI/CD & Cloud: Jenkins, GitHub Actions, Azure DevOps Pipelines

☁️ Cloud & DevOps Mastery

Learn to build, deploy, and scale applications on the cloud:

AWS (EC2, S3, Lambda, DynamoDB, API Gateway, ECS)

Azure (App Services, Functions, CosmosDB, DevOps)

Google Cloud (GCP, Vertex AI, BigQuery, Cloud Run)

Monitoring & Logging: ELK Stack (Elasticsearch, Logstash, Kibana), Grafana, Prometheus

Infrastructure as Code (IaC): Terraform, AWS CDK, Azure Bicep

Version Control & Collaboration: Git, GitHub, GitLab, Bitbucket

CI/CD Pipelines: Build, test, deploy automation, rollback, release management

📱 App Development

Develop mobile and hybrid apps end-to-end:

Android (Java/Kotlin) – UI/UX, activity lifecycle, API integration

Hybrid Frameworks: Ionic, Cordova, React Native

Progressive Web Apps (PWA) – Offline-first, caching, mobile optimization

Firebase Integration: Auth, Firestore, Cloud Messaging

🤖 Artificial Intelligence & Machine Learning

Learn how modern AI systems are built and deployed:

AI Fundamentals: Neural networks, supervised/unsupervised learning

Machine Learning with Python: scikit-learn, TensorFlow, PyTorch

Natural Language Processing (NLP): Transformers, BERT, GPT

Computer Vision: OpenCV, YOLO, Image Classification

AI APIs & Integrations: Google DialogFlow, Azure Cognitive Services, OpenAI API

🧬 Generative AI, RAG & Agentic Systems

Special focus on real-world AI integration and automation:

Generative AI Models (GPT, Claude, Gemini, Llama, Mistral) – Practical implementation

Prompt Engineering – Designing powerful, reusable prompt frameworks

Retrieval-Augmented Generation (RAG) – Hybrid search + generation architectures

Agentic AI Systems – Building autonomous multi-agent workflows (e.g., AutoGPT, CrewAI)

Agentic RAG – Contextual memory, chaining, and reasoning systems

LangChain / LlamaIndex – RAG pipelines, document loaders, embeddings, vector DBs

Vector Databases: Pinecone, Chroma, Weaviate, FAISS

Knowledge Graphs & Context Management – Enterprise data linking with RAG

AI App Deployment: FastAPI + Streamlit + LangServe + Docker

Copilot & AI Tools: GitHub Copilot, ChatGPT API, Code Interpreter, Vertex AI Studio

Google AI Developer Kit (ADK) – Edge AI, TensorFlow Lite, Coral, and model serving

Voice AI & Conversational Design: Dialogflow CX, OpenAI Assistants, ElevenLabs

🔬 Data, Testing & Quality

Database Systems: MySQL, PostgreSQL, MongoDB, Oracle, DB2, Redis

Database Design: ERD, normalization, indexing, performance tuning

Testing Tools: JUnit, Mockito, Selenium, Cypress, Postman

TDD / BDD Practices: Unit, integration, and end-to-end testing

Logging & Monitoring: ELK, Splunk, Prometheus

Performance Optimization: Profiling, caching, concurrency

🧩 Operating Systems & Scripting

Windows / Linux / Ubuntu / Unix Administration

File Systems, Permissions, Networking, Process Management

Shell Scripting / Automation / Log Analysis

System Security and SSH Hardening

🧠 Bonus Topics

Mathematics for Programmers – Logic, combinatorics, probability, graph theory

Game Development Basics: Unity, Phaser.js, HTML5 Canvas

AI Ethics, Data Privacy, Responsible AI Design

Automation Projects & Web Crawling / Scraping: BeautifulSoup, Selenium, Puppeteer

No-Code / Low-Code Integrations: Zapier, Make, AI automations

Kevin

4.95

(21)

I offer you a new learning experience.

The focus is on practical application and theory is only introduced where intuition reaches its limits.

Whether you are a beginner or an advanced learner, my tailor-made lessons will accelerate your language acquisition in a positive learning environment.

You can book a complete course with regular sessions or individual lessons to overcome a specific problem, such as pronunciation or a particular point in grammar.

Learning a foreign language is not a linear process that consists of memorising a list of words, and speaking a foreign language is not an oral translation exercise.

There are two types of approaches to acquiring knowledge:

When asked what year follows 1999, you can immediately answer 2000 without having to think for a long time and, above all, without having memorised each number individually, starting with 1, 2, 3 ... You know that numbers are formed according to a certain pattern. With only ten digits, you can form an infinite number of numbers and always know which number comes next.

When it comes to the alphabet, words and sentences, it's more or less the same, but school pedagogy, school textbooks and regular lessons still follow the rote learning approach. In the lessons I propose, you will learn to use patterns because this is more efficient and faster.

Learning is easy, but unlearning bad habits is extremely difficult. This makes it all the more important to learn the right reflexes as early as possible.

My offer is aimed at both young people and adults who want to learn German or improve their knowledge without wasting time on nonsensical school methods.

I offer individual or group lessons for German. The methods are based on cognitive science and, in particular, comparative linguistics. My flexible programme can be tailored to your individual needs. The programme focuses on your independence in spontaneous conversations in real life.

What is particularly important to me:

motivating my students and help them establish a learning rhythm;
encouraging their creativity;
helping them become more familiar with the language;
teaching them the letters and their sounds;
strengthening their memory by training their phonological loop;
teaching sentence building plans instead of memorising sentences;
explaining how language works so that my students can become independent as quickly as possible.

I look forward to meeting you.

Hasmik

4.95

(21)

I am a graduate student in data science and very passionate about Math, Statistics. I can help students and pupils with current assignments, to prepare for class exams, tests. I am aware of the “struggle” students have with math and statistics subjects, and my tutoring methods make them to be passionate about seemingly complex subjects. I help them to understand the subjects in very practical ways and I am very student oriented. I am available on weekends and late evenings on weekdays.

Baia

4.95

(21)

Are you ready to create interactive, visually appealing websites that stand out in today’s competitive market? In this course, you’ll master the essential front-end development skills:

✅ HTML, CSS, and JavaScript – Build responsive and modern web pages
✅ React & Vue.js – Learn cutting-edge frameworks for dynamic UIs
✅ Real-World Projects – Work on hands-on projects to strengthen your skills
✅ Problem-Solving & Creativity – Develop intuitive, user-friendly interfaces

🔹 Who is this course for?

- Beginners who want to break into web development
- Developers struggling with front-end concepts
- Anyone looking to level up their skills and build real projects

🚀 Stuck on a project? Want to learn high-income tech skills?
This course will help you gain confidence, land opportunities, and grow in the tech industry.

📩 Contact me for more details and start your front-end journey today!

Abdallah

4.95

(21)

After Completing Our Course:
- High Earning Potential: Skilled programmers are in high demand, commanding competitive salaries across various industries.

- Versatile Career Opportunities: Open doors to careers in software development, data science, web development, game design, and more.

- Cutting-Edge Skills: Stay ahead in the fast-evolving tech landscape by mastering the most popular and widely used programming languages and frameworks.

- Innovation and Creativity: Enhance your ability to create innovative solutions, develop new technologies, and contribute to exciting projects.

- Problem-Solving Abilities: Strengthen your logical thinking and problem-solving skills, essential for tackling complex technical challenges.

- Career Advancement: Stand out in the job market with a robust programming skill set, increasing your chances of career advancement and promotions.

- Lifelong Learning: Cultivate a mindset of continuous improvement and lifelong learning, staying relevant and adaptable in your career.

**Programming and Coding Lessons for All Ages**

Unlock the world of coding with our comprehensive programming and coding lessons designed for both adults and kids. Whether you're a beginner or looking to enhance your skills, our courses cover a wide range of programming languages and technologies to suit your needs.

**Course Offerings:**
- **Python**: Learn the fundamentals of programming with one of the most versatile and popular languages.
- **HTML & CSS**: Build and style your own websites from scratch.
- **JavaScript**: Add interactivity to your web projects and enhance user experience.
- **MySQL**: Master database management and SQL queries.
- **Dart & Flutter**: Create beautiful, natively compiled applications for mobile, web, and desktop from a single codebase.
- **C++**: Dive into the world of object-oriented programming and system-level coding.
- **C#**: Develop robust applications with this powerful language used in a variety of industries.

**Class Formats:**
- **Offline Classes in Egypt**: Join us in person for hands-on learning and direct interaction with our experienced instructors.
- **Online Classes**: Participate from anywhere in the world with our flexible online courses, designed to fit your schedule.

**Who Can Join?**
- **Adults**: Whether you're looking to start a new career, enhance your current skills, or simply explore a new hobby, our classes are perfect for you.
- **Kids**: Our engaging and interactive lessons make learning to code fun and accessible for younger students.

**Why Choose Us?**
- **Experienced Instructors**: Learn from industry professionals with years of teaching and real-world experience.
- **Comprehensive Curriculum**: Our courses are designed to provide a solid foundation and advanced knowledge in various programming languages.
- **Flexible Learning Options**: Choose between offline and online classes to suit your lifestyle and learning preferences.

Join us today and start your journey into the exciting world of programming and coding with the expert instructor Abdallah!

========================================
Comment:
Looking to master programming and become a skilled developer?
In this course, you will learn the basics and tools to manipulate coding and programming languages as well as using them to build machine learning models. We also provide assistance to students specializing in programming and database management using SQL
Under special request, we provide courses on other programming languages.
If you have any further questions, feel free to contact us.

Coding is a powerful general-purpose programming methods. It is used in web development, data science, software prototyping, etc. Fortunately for beginners, Coding has a simple and easy to use syntax. This makes Python a great language for learning programming for beginners.
In this course, you will learn the basics and tools for manipulating python as well as its use to build machine learning models. We also provide assistance to students specializing in python programming and database management using SQL
If you have any further questions, please do not hesitate to contact us.

Magali

4.95

(21)

I give the course the attention of students led by professors and am looking for didactic, pedagogical or organizational advice.
I am entrusted with the experience of a French and German professor at the age of 23 and have worked for several hours on my knowledge, the work routes, the teaching sequences, the work modalities, the support staff and the ability to respond to your questions and your doubts.

Stephanie

4.95

(21)

I enjoy instilling confidence and passion for these fields and determining the right learning method for each student. My courses are designed for students from 6 to 20 years old, from beginner to advanced level in mathematics, statistics and/or physics.

Valérie

4.95

(21)

Bonjour à tous,

Passionnée par l’enseignement et l’accompagnement personnalisé, forte de 29 ans d’expérience dans l’enseignement primaire, j’ai eu le privilège d’accompagner de nombreux élèves sur le chemin de leur réussite scolaire.

Mes services :
* Soutien scolaire : amélioration des résultats grâce à un accompagnement structuré, bienveillant et adapté aux besoins de chacun.
* Coaching scolaire & méthodes de travail : développement de l’autonomie, de stratégies d’apprentissage efficaces et d’une meilleure organisation.
* Travail ciblé sur la motivation, la concentration, l’estime de soi, ainsi que sur les techniques de mémorisation pour renforcer la confiance et la performance scolaire.

Chaque élève est unique, et je m’engage à l’aider à révéler son plein potentiel.

N'hésitez pas à me contacter si vous avez des questions :).
A bientôt,
Valérie

Sammy

4.95

(21)

🐍 Learn Python and Data Science with an experienced instructor.

🖥 I offer customised private lessons for beginners and advanced students.

👨🏻‍🏫 With two years of experience teaching at a public school for data science and data analysis, I will help you understand concepts such as data processing, machine learning and statistical analyses in a practical way.

🤖 Whether you want to improve your programming skills, analyse data efficiently or develop your own machine learning models, the lessons will be tailored to your individual needs.

Tereza

4.95

(21)

I teach mathematics from the basics to the Matura level – and also support students with complex topics. With clear explanations, targeted exercises, and individualized learning plans, I help you build understanding, pass exams successfully, and calculate with confidence. Suitable for school-age pupils, Matura students, and university students.

Danilson

4.95

(21)

This course is designed for students who want to gain a solid understanding of basic computer science concepts. It covers the logic behind computer systems, starting with the inner workings of a computer and progressing to topics such as networking, operating systems, and basic programming.

Whether you're considering a career in technology or simply want to better understand the digital world around us, this course will give you the tools you need to navigate the information age.

Edy

4.95

(21)

Doctor of Economics with a Master's degree in Statistics teaches statistics for secondary school, high school, gymnasium, vocational schools, apprenticeships, university (especially for economics).
Also: courses in econometrics, finance and business management.
Home schooling (up to 25 km from Neuchâtel), or at a location in Neuchâtel, or remotely with a webcam and a program such as Teams or Google Meet.

Michel

4.95

(21)

Mine! I'm Michel. I read 14 years ago and was an information professor 4 years ago. I have a Master's degree in Computer Science and a degree in 1ère B (Mathematics and Computer Science).
What kind of Stonn you get depends on what you choose, and we have to wait until the level is reached.
Contact me for more information.

Ivan

4.95

(21)

Soon to have a degree in mathematics and already graduated in economics and finance, I offer mathematics and physics lessons from middle school to high school.

My courses are distinguished by a personalized approach: beyond simple exercises, I teach my students to understand, reason, and build confidence. Each session is tailored to each student's objectives, level, and pace, guaranteeing real and motivating progress.

Through clear teaching methods, simple explanations and effective techniques, I transform difficulties into successes and help students reveal their full potential.

Rumen

4.95

(21)

My motto: With good explanations, anyone can understand difficult topics.
My profile: Expert in simplifying complex and abstract content.

Teacher training University of Cologne (German/Biology) and tutoring in applied linguistics.
Studied psychology (graduated with honors) at FernUniversität Hagen,conducted tutorials in statistics.
Native languages: German and English.

Several years of teaching experience in German as a foreign language, German, and biology at various age and level stages.
Successful experience in adult education (English as a foreign language) and tutoring in statistics.

Thanks to my dual professional training and experience as a teacher and psychologist, I can explain any content in a very clear, understandable, and application-based way for pupils and students. When teaching, I particularly enjoy offering you a simple and clear approach to complex and abstract topics. This allows you to have positive experiences as early as possible and enjoy learning. In addition, we can of course also address specific learning difficulties and learning techniques.

For successful teaching, I value a transparent structure in terms of content, comprehensibility, clarity, and a pinch of fun. My lessons are 100% tailored to your specific personal and school/university requirements. Of course, I offer a free initial consultation or a free trial lesson (approx. 30 minutes).