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Since January 2025
Instructor since January 2025
AI, BI, Digital Strategy &Project, Digital Marketing, Digital Health, Leadership Skill, Scaling Global Business, Fundraising
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From 26 £ /h
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The Topics:
1. Winning Proposal Writing
2. Research Projects writing with implementable Deliverable &
3. Practical workshop using SPSS

Area to be covered:

1. Concept Paper
2. Topic Development
3. Winning Proposal Development
4. Questionnaires Design
5. Data Collection Method’s & Tools
6. Data Analysis Tools & visualization
7. Project Integration
8. Storytellingand report making
9. Project/ Proposal Presentation Techniques
10. Plagiarism Management
11. Journal publication
Location
location type icon
Online from United Kingdom
About Me
I am a seasoned Trainer with Global experience on: Research Methodology
Focus: The systematic and rigorous approach to conducting research.
Key Aspects:
Data Collection: Techniques like surveys, experiments, observations, and interviews.
Data Analysis: Methods for interpreting and drawing meaningful conclusions from data.
Research Design: Frameworks for structuring research projects, including experimental, descriptive, and correlational designs.
Ethical Considerations: Principles for conducting research responsibly and ethically.
2. Business Management
Focus: The planning, organizing, leading, and controlling of a company's resources to achieve its goals.
Key Aspects:
Strategic Management: Developing and implementing long-term plans for organizational growth and success.
Operations Management: Overseeing the production and delivery of goods and services efficiently.
Human Resource Management: Managing employee recruitment, training, development, and performance.
Financial Management: Managing a company's financial resources, including budgeting, forecasting, and investment decisions.
Marketing Management: Developing and executing marketing strategies to attract and retain customers.
3. Digital Marketing
Focus: Using digital channels to promote products, services, and brands.
Key Aspects:
Search Engine Optimization (SEO): Improving a website's ranking in search engine results pages.
Social Media Marketing: Utilizing social media platforms to build brand awareness and engage with customers.
Content Marketing: Creating and sharing valuable content to attract and retain customers.
Email Marketing: Sending targeted emails to customers and potential customers.
Pay-Per-Click (PPC) Advertising: Running online advertising campaigns where advertisers pay for each click on their ads.
Data Analytics: Analyzing website traffic and customer behavior to improve marketing campaigns.
4. Innovation in Organization
Focus: Developing and implementing new ideas, products, services, or processes within an organization.
Key Aspects:
Creativity and Innovation: Fostering a culture of creativity and encouraging employees to generate new ideas.
Change Management: Implementing organizational changes effectively and minimizing resistance to change.
Disruptive Innovation: Developing new technologies or business models that disrupt existing markets.
Intrapreneurship: Empowering employees to act as entrepreneurs within the organization.
Open Innovation: Collaborating with external partners, such as customers, suppliers, and researchers, to drive innovation.
5. Artificial Intelligence in Business
Focus: Applying AI technologies to improve business operations and gain a competitive advantage.
Key Aspects:
Machine Learning: Using algorithms to analyze data and make predictions.
Natural Language Processing (NLP): Enabling computers to understand and interpret human language.
Robotics and Automation: Automating tasks and improving efficiency in manufacturing and other industries.
Customer Relationship Management (CRM): Using AI to personalize customer interactions and improve customer service.
Fraud Detection: Using AI to identify and prevent fraudulent activities.
Predictive Analytics: Using AI to forecast future trends and make informed business decisions.
Education
University of Maryland Global Campus USA Doctoral, Master of Science Degree, Bachelors of Science, Cambridge University certificate in Entrepreneurship, UCL certificate in Technology
Experience / Qualifications
Research Methodology, Business Management, Digital Marketing, Innovation in Organization sector, Artificial Intelligence in Business
Age
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
30 minutes
45 minutes
60 minutes
90 minutes
120 minutes
The class is taught in
English
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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✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

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Private lessons / intensive Latin dance training (Cuban salsa, porto / LA salsa, bachata, merengue, chacha, zouk antillais, African kuduru-dance, Brazilian zouk *)

(* = it's THE dance of the moment that paradoxically has nothing zouk or anything Brazilian - today it's pop music for two, mixing creativity, sensuality, air fluidity that plays a lot with the movements of bust, head and body undulations.)

METHODOLOGY
Learn dance and let talk about your body / emotions, make the difference in the evening ("social dancing") or prepare an event (wedding for example): Focused on pedagogy, technique and pleasure, the dance space offers personalized and individualized courses of Salsa (porto on 1, Cuban), Bachata, Merengue, Kuduru-African dance, Zouk Antillais, Zouk Brazilian (pop music) (...) according to your desires.

Objective: to adapt to your request and your desire. In the eyes of many neophytes, a couple who dance well performs spectacular figures. To dance is to tell / live together a story, to produce beauty in movement and to make the steps, the attitudes and the connections between the various actions aesthetic / harmonious. This fluidity is born of emotion, felt and transmitted.

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According to your desire, it is possible to propose 70% of a 1st dance, 30% of another complementary dance, the bases of the one influencing the other.

Whether you are preparing a "choreography" for a special event (wedding, birthday, work, etc.), a show or simply looking to improve your skills to impress on the dance floor, the final learning of these courses consists in :

* perform a beautiful interpretation of the music with appropriate movements, in addition to performing a dynamic work that involves a footwork and body movements adapted

* execute an appropriate technique that will allow you to shine quickly on the dance floor, relying on the strong point of private lessons

* Set up style, movement, footwork, and adjusted body coordination, allowing for rapid dance progression, while taking advanced base steps and a variety of movements, allowing you to not only acquire a sensual style but also to improve his own improvisational abilities, focusing on the characteristics of modern dance.

* work on your balance, your musicality, your body strength (...), while having fun, while you train and radically improve the coordination of your body.

In summary, these courses are at the beginner level (basic steps with some general variations), intermediate (faster speed and more concentration on technique, body mechanics, control, footwork, posture, balance and more complex movements) or advanced (for slightly more experienced dancers).

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In Europe, Latin America or North America, our teacher has specialized and worked for more than 17 years in the field of dance, in renowned international institutions, with for words the individualized pedagogy, and the careful methodology , all anchored in a pleasant and jovial moment.

LOCATION, SCHEDULE
- Locations: Geneva - Lausanne - Friborg - Neuchâtel - Montreux - Basel - Sion - Sierre - Morges - Bienne. But currently and until further notice, only by videoconference in accordance with national recommendations on Covid. These sessions also seem to be perfectly unanimous since they have the advantages of live (example: quality of the interaction), without its disadvantages (example: loss of travel time) with additional advantages (example: notes that can be re-read on the chat). In this context, the videoconference sessions for which you asked me to seem to suit everyone perfectly, take place very optimally and generate a certain enthusiasm (and a certain enthusiasm). That is why, at your request, I continue to offer this option. Take good care of yourself and yours!

PROGRAM
A la carte program: evaluated and adapted to each need.
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Hello, I offer you my expertise to boost your English.

I can intervene at the following levels:

- School:

* (primary school: initiation) => Cambridge tests 'Starters - Movers - Flyers' & others.
* (college-high school) => remediation / upgrading in grammar + other language activities such as Oral / Writing Comprehension or Continuous Speaking / Interaction)

- Superior

* (CPGE, IEP prep, TOEFL, IELTS, Cambridge First Certificate, Advanced Certificate, SAT, TOEIC, GRE, GMAT ...)

* (English for academic purposes ...)

I have diverse teaching experience with students of all ages and levels working professionally as a High School Director, Adult Language Teacher, and Private Tutor. I am an experienced English as a Second Language and English Literature teacher and have worked in Canada, Morocco, France, and Turkey.
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Hello :) I am an ESL instructor with a BA in American Culture&literature and Teaching English and conducting one-to-one lessons. Currently, I am studying for a master's degree in Applied Linguistics and Tesol, U.K.My specializations are Business English and exam preparations for Toefl, IELTS, Toeic, Cambridge Advanced and Online Teaching. During my lessons, I utilize coursebooks targeted for these exams and provide additional resources for the students if needed. Additionally, I help university students, business people and ex-pats reinforce their English in presentations, essays and conversations.


I am proud to say that the students who I prepared for Toefl and Ielts tests have gotten the required scores for these tests and are obtaining their master's degrees at the University of Leiden and Tu Eindhoven.
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Your project is broken? Deadline approaching? Can't deploy? I help developers and students fix bugs, optimize code, and deploy applications to production.
I Specialize In:

Emergency Debugging: Find and fix errors fast (frontend crashes, backend timeouts, database issues)
Deployment Rescue: Get your app live when nothing works (AWS, Vercel, Netlify)
Performance Optimization: Speed up slow applications (database queries, API responses, bundle size)
CI/CD Setup: Automate your deployment pipeline (GitHub Actions, testing, monitoring)

Common Problems I Solve:

❌ "My app works locally but crashes in production"
❌ "Database queries are too slow"
❌ "Authentication isn't working"
❌ "Can't deploy to AWS / Vercel"
❌ "Getting weird errors I don't understand"
❌ "Payment integration (Stripe) not working"

Technologies I Work With:

Frontend: React, Next.js, TypeScript, Vue, Angular
Backend: Node.js, NestJS, Express, Python (Django, Flask)
Databases: PostgreSQL, MySQL, MongoDB, Redis
Cloud: AWS (EC2, RDS, S3), Vercel, Netlify, Render
DevOps: Docker, CI/CD, GitHub Actions, Nginx

Perfect For:

Students: Fix your project before the deadline
Junior Developers: Debug production issues you can't solve alone
Freelancers: Get unstuck on client projects fast
Startups: Fix and deploy your MVP without hiring a full-time engineer

How It Works:

Live Debugging Session: We fix it together via screen share
Code Review: I show you how to prevent the issue in the future
Documentation: You get a summary of what was fixed and why

Average Resolution Time:

Simple bugs: 1-2 hours
Deployment issues: 2-3 hours
Complex debugging: 3-5 hours

Urgent projects accepted (same-day availability for emergencies).
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Copywriting is the art of selling with words. In short, it's written marketing. Concretely, a copywriter (or copywriter) writes content tailored for the sale of a product or service.

And precisely, it is either:
- to offer you concrete techniques, a clear methodology and pragmatic tools to learn how to write quality content yourself for your own needs
- or to help you directly to promote the content of your product and design a text, a letter, a hook, a slogan, write marketing files, press releases, an internet page, blog posts, advertising banners and newsletters (...) in an impactful and optimal way. Choose the appropriate terms and format them in order to convey an idea, a message, in the most relevant, effective and persuasive way possible.

So, how can you write writing highlighting a brand, a product, a person or simply a company... in order to promote it and gain visibility?

This is why, to help you on the one hand, to create strong, attractive and synthetic messages but also on the other hand, to teach you to do it for yourself, it will be a question of precisely understanding your needs, your product, your strategy, the values you wish to convey (...). Objective: to be creative enough to capture the attention of your audience and make readers want it.

With reusable writing, making your communication profitable, increasing your notoriety and achieving your objectives (...) allows you to make a lasting impression over time. Because always keep in mind that the writing remains.

Develop your visual approach, compare the coherence of the text with the guideline but also the coherence of the idea with the graphic concept: it is also a question of assuming the tasks of coordination.

If you also wish to train yourself to write other content yourself, the training can include deepening your writing skills to give personality to your texts, developing ideas, concepts and their implementation, creativity/presentation techniques... all anchored in practical exercises and scenarios.

➤ THE COPYWRITER TRAINER
Trained at the Grande Ecole post-European preparatory classes & Ivy League University in the United States, our teacher has specialized and worked for more than 17 years, in Europe and North America, in the field. On the one hand as a copywriter then as director of communication / advertising agencies. On the other hand, as a trainer in this field in renowned public and private international establishments, speaking in forums and conferences.

➤ PLACE, TIMETABLE, PRICES
✓ Locations: Geneva-Lausanne-Fribourg-Zurich-Neuchâtel-Lugano-Montreux-Basel-Neuchâtel-Bern-Lucerne-Brussels-Luxembourg-Paris-Lyon. But currently, these sessions continue to be offered by videoconference in the current context and in accordance with general demand which is almost unanimous on this subject.

✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

✓ Languages: French/English.

✓ Progress following these private sessions is noticeable after 1 to 2 sessions (*2025 study).

✓ As other people do regularly, you can also please your loved ones by offering gift vouchers available all year round.

CONTACT / PROGRAM

✓ A la carte program: evaluated and adapted to each need.
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French DELF & TCF Exam Preparation | Get Certified with Confidence

Are you preparing for the DELF or TCF French exam for studies, work, or immigration?
I offer professional, results-focused preparation to help you reach your target score with confidence.

🎯 What you will get:
✔ Preparation for DELF A1–C1 and TCF (all formats)
✔ Full training in the 4 official skills:

Listening

Reading

Writing

Speaking
✔ Mock exams with detailed feedback based on official criteria
✔ Exam strategies, time management & common pitfalls
✔ Vocabulary and grammar targeted to your exam level

👨‍🏫 About me:

Experienced French language instructor

Specialized in DELF & TCF exam preparation

Proven methods adapted to your level and goals

Clear explanations and confidence-building speaking practice

💻 Lesson format:
📍 Online
⏱ Flexible schedule
🌍 International students welcome

📩 Book your first lesson on Apprentus today and take the next step toward French certification!
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Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
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A knowledgeable lawyer and legal services provider

Hello, dear customer. Meet your legal professional. I'm currently a practicing attorney, skilled writer, and online researcher who delivers exactly what I promise. The legal profession, research, and writing have been my passions since the early years of my legal career, and through learning and experience, I have sufficiently honed my skills in these areas. In addition, I am currently pursuing my P.hd, a degree that I believe is an added advantage to my expertise. Do not hesitate to entrust me with your task and expect the best from my services. Thank you in advance, and stay safe.
In this lesson I will guide you through the process of conducting legal research and writing legal documents.

- Legal Research: The tutor will explain how to conduct legal research, which is a critical skill for anyone involved in the legal field. This includes understanding how to use legal databases, how to find and interpret statutes, regulations, and case law, and how to stay updated with recent legal developments. The tutor will also cover how to analyze legal problems and apply the law to specific scenarios.

- Legal Writing: The tutor will then move on to legal writing, another essential skill for legal professionals. This involves learning how to write various legal documents such as briefs, memos, contracts, and legal opinions. The tutor will provide tips on how to write clearly and persuasively, how to structure your arguments, and how to cite legal authorities correctly.

- Practical Exercises: Throughout the lesson, the tutor will provide practical exercises to help you apply what you've learned. This might involve researching a particular legal issue or drafting a legal document.
- Feedback and Improvement: The tutor will provide feedback on your work, helping you to improve your legal research and writing skills. They will point out any areas of weakness and provide suggestions for improvement.

This lesson is designed for anyone interested in law, whether you're a law student, a legal professional looking to brush up on your skills, or someone considering a career in law. It provides a solid foundation in legal research and writing, two of the most important skills for any legal professional.
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Do you want to master your vocal presence and captivate your audience from the first words? Do you feel the need to speak confidently and without fatigue, whether during presentations or in social interactions? Give yourself the opportunity to develop your vocal potential with tailor-made coaching.

This personalized support will allow you to learn to unleash the full potential of your voice and to feel comfortable when speaking in public. My holistic approach integrates not only vocal development, but also posture, gaze and body expression, and numerous presentation techniques (...) because effective communication goes beyond words.

The modules and exercises are carefully designed to meet your specific needs, taking into account your goals and comfort level. By working on breathing techniques, vocal placement, diction and rhythm control, you will be able to reveal a sonorous and captivating voice, while overcoming stage fright and strengthening your natural charisma.

My approach also integrates vocal rehabilitation techniques, in order to prevent vocal tension and fatigue. By mastering silences and refining your nonverbal communication, you will learn to fully master the art of oratorical expression, leaving a lasting impression on your audience.

If you want to give your voice the power to convince, seduce and inspire, contact me today to find out how I can help you achieve your communication and public speaking goals.

Program :
- vocal techniques, practical exercises (examples: exercises focusing on accuracy, sound production, time, note maintenance, diction, vowels, etc.)
- work on breathing and breathing management
- body awareness
- stability
- resonance
- improvisation / free expression
- improved vocal comfort
- varied repertoire (adapting to your preference)
- well-being by the vibration of the voice
- improvisation, effects and vocal games, harmonies
-interpretation: work on emotions, body language, stage presence.

The work is focused on multidisciplinarity: voice, vocal health and bodily expressiveness, emphasizing the acquisition of optimal vocal placement, and stress management in public.

This progressive and tailor-made method aims to develop your voice:
-Breathing techniques
-Vocalises and technical exercises adapted to needs;
-dynamic exploration, diversification and release of one's voice while having fun and going beyond one's limits.

THE TEACHER :

Trained at the Grande Ecole post-preparatory classes & Ivy League University in the United States, our teacher trainer has specialized and worked for more than 17 years, in Europe and North America, in the field, in renowned international public and private establishments, regularly participating in forums and conferences, and also offering personalized INDIVIDUAL support, with pedagogy and meticulous methodology as the watchwords.

➤ LOCATION, TIMETABLE

✓ Locations: Geneva-Lausanne. But currently, these sessions continue to be offered by videoconference in the current context and in accordance with general demand which is almost unanimous on this subject.

✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

✓ To support us among ourselves & to be pleasant to you in this sustainable / particular period and in a spirit of solidarity, the fees are temporarily reduced and will not increase after the start of our sessions.

✓ Languages: French/English.

✓ The progress following these private sessions is perceptible from 1 to 2 sessions (*2024 study).

✓ As other people do regularly, you can also please your loved ones by offering gift vouchers available all year round.

CONTACT / PROGRAM

✓ A la carte program: evaluated and adapted to each need.
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A knowledgeable lawyer and legal services provider

Hello, dear customer. Meet your legal professional. I'm currently a practicing attorney, skilled writer, and online researcher who delivers exactly what I promise. The legal profession, research, and writing have been my passions since the early years of my legal career, and through learning and experience, I have sufficiently honed my skills in these areas. In addition, I am currently pursuing my P.HD, a degree that I believe is an added advantage to my expertise. Do not hesitate to entrust me with your task and expect the best from my services. Thank you in advance, and stay safe.
In this lesson I will guide you through the process of conducting legal research and writing legal documents.

- Legal Research: The tutor will explain how to conduct legal research, which is a critical skill for anyone involved in the legal field. This includes understanding how to use legal databases, how to find and interpret statutes, regulations, and case law, and how to stay updated with recent legal developments. The tutor will also cover how to analyze legal problems and apply the law to specific scenarios.

- Legal Writing: The tutor will then move on to legal writing, another essential skill for legal professionals. This involves learning how to write various legal documents such as briefs, memos, contracts, and legal opinions. The tutor will provide tips on how to write clearly and persuasively, how to structure your arguments, and how to cite legal authorities correctly.

- Practical Exercises: Throughout the lesson, the tutor will provide practical exercises to help you apply what you've learned. This might involve researching a particular legal issue or drafting a legal document.
- Feedback and Improvement: The tutor will provide feedback on your work, helping you to improve your legal research and writing skills. They will point out any areas of weakness and provide suggestions for improvement.

This lesson is designed for anyone interested in law, whether you're a law student, a legal professional looking to brush up on your skills, or someone considering a career in law. It provides a solid foundation in legal research and writing, two of the most important skills for any legal professional.
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This course provides students with a foundational understanding of research principles, methodologies, and practices across various disciplines. Students will explore both qualitative and quantitative research methods, including data collection, analysis, interpretation, and presentation. Emphasis is placed on developing critical thinking, formulating research questions, conducting literature reviews, evaluating sources, and applying ethical standards in research. Throughout the course, students will design and carry out independent or group research projects, culminating in a formal research paper or presentation. This course prepares students for academic inquiry, higher-level research, and evidence-based decision-making in real-world contexts.
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Hi! I am an experienced English and Turkish Tutor who has been working with students from all around the world for more than 3 years. I've been arranging Business English, Academic English, IELTS / TOEFL Exam preparation lessons as well as General Turkish classes from A1 to C1 with individuals from various countries such as Russia, United States, Germany, Spain, Sweden, Czech Republic, Gabon, Netherlands, United Kingdom, China, South Korea, South Africa and Cameroon and Scotland. I am ready to welcome my new students worldwide.


I focus on sharpening students' speaking skills in my classes. My main methodology is based on helping learners express themselves confidently and clearly in the target language. In 3 years of my teaching career, not only have I developed my own methodologies but also privatized classes and materials according to each learner's demands and needs. Besides, I support learners who face difficulties in prononcation during language acquisition with effective elocution lessons in both languages. Besides, I speak French.


Please don't hesitate to contact me for any questions.
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Do you need to improve your English so that you can participate fluently and confidently in business meetings, presentations, webinars, telephone conversations or interviews? You may be aiming for a job in the EU institutions or other organisations in Brussels. Or you could be working in an international company or studying for a Masters or another qualification...

I have been a qualified, professional English teacher and translator for more than 20 years. My courses enable learners to actively produce the language, repeat useful expressions until they are habitual and correct mistakes until they are removed. Although I am happy to explain and practice grammatical issues, the focus is on effective, correct and appropriate communication by using visual material, videos, interesting topics for discussion and challenging quizzes. As I have advanced knowledge of French, German and Czech, I can particularly appreciate and correct the issues speakers of these languages have in English, but this is also the case for Dutch speakers.

There is also the possibility of specialist English courses in the areas linked to my experience (see below): how the EU works; environmental, energy, regional or agricultural policies; economics.

- Advisor in EU policies and funding for 12 years (regional policy, economic development)
- Director of a regional representation to the EU and member of a management team
- Certificate in TESOL with business
- BA(Honours) in Modern Languages & Modern History, Oxford University
- Post-graduate in Economics, London University
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- To improve skills in order to write without errors
- Explain grammar and spelling rules simply and kindly
- Assist with writing to ensure correct syntax
- To understand and overcome the difficulties of the French language
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Hello and Welcome!

I am a certified corporate programming trainer specializing in Python and Data Analysis, with over a decade of experience in tutoring and software development. My goal is to make programming approachable and engaging by helping learners build a strong foundation and grow into confident, independent coders.

Over the years, I have trained students across different levels and backgrounds in Python programming, automation, and data analytics. I emphasize hands-on, practical learning supported by clear explanations and real-world examples. My teaching approach focuses on understanding core concepts, writing efficient code, and developing problem-solving skills that can be applied in professional and academic settings.

Courses Offered

1. Basic Python Programming
This course is designed for beginners who want to build a solid foundation in Python.
Topics include:
Introduction to Python and environment setup
Variables and data types
Operators and expressions
Conditional statements
Types of loops and loop control
Functions and scope
Data structures: lists, tuples, sets, and dictionaries
Mini projects and problem-solving exercises

2. Advanced Python Programming
This course is designed for learners who already know the basics of Python and want to explore its advanced features.
Topics include:
Lambda functions and list comprehensions
Generators, yield, and closures
Decorators
Object-Oriented Programming (classes, inheritance, polymorphism, encapsulation)
File handling and exception handling
Mini projects integrating multiple concepts

3. Data Analysis Using Python (NumPy and Pandas)
This course introduces essential tools for data manipulation and analysis using Python libraries.
Topics include:
Working with NumPy arrays
Using Pandas DataFrames and Series
Data cleaning, filtering, and transformation
Handling missing values and duplicates
Grouping, aggregation, and pivot tables
Exporting data to CSV and Excel
Real-world exercises with sample datasets
Good-fit Instructor Guarantee
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