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This teacher has a fast response time and rate, demonstrating a high quality of service to their students.
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Since November 2022
Instructor since November 2022
algorithm and data structure with practical python programming
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From 12 € /h
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algorithms is the corp of computer science and it's foundation. As a programmer, you'll need to train your brain through the many complex problems that will help make your reasoning better.
I've designed this course as a practical guide to algorithms that's specifically made for programmers.
it's a combination between brainstorming for finding solutions to complexe situations and some fun by coding
Extra information
in this course i'll take you step by step to understand how to formulate a solution for each "complex" problem
i will show you with practice how to use your knowledge and implement it in real life problems by coding it with python
i will give you some exercices to make you think by yourself for the solution
i'm open for questions and there is no bad question
Location
location type icon
Online from Tunisia
About Me
- i'm a person who don't like to memorise things but i like to understand logicaly how everything works
- i'm not that person who's gonna read pdf or anything for you but i'd like my students to get their hands durty by practicing
- i like challenges and smart questions that i don't have answer for it because we will learn that together
Education
second year student in software engineering degree (three years total)
i have a bachelor's degree in computer science and multimedia
high school degree (major of my high school)
Experience / Qualifications
backend developer internship ( my final year project for bachelor degree )
one year as software developer in junior entreprise association
summer internships as backend and fullstack developer
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
60 minutes
90 minutes
The class is taught in
English
French
Arabic
Availability of a typical week
(GMT -04:00)
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
backend development is a high demand job nowadays and every web or mobile application needs a backend for it's service logic. As your tutor i'm gonna guide you step by step for a deep knowledge about the web world and it's archtecture and how everything works in it. It's not only a cours for backend developers it's for everyone who wats to dive into this field
Read more
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Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

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Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

1: Demystifying AI (What exactly is it?)
AI is not a movie robot: Difference between fiction and reality.

How it works (simply): The image of the "giant library": AI has read billions of books and uses them to predict the continuation of a sentence or create an image.

Where is it already present? Spell checkers, Netflix/YouTube suggestions, GPS, and voice assistants (Siri/Alexa).

2: Using AI to make life easier
Conversing with AI (ChatGPT, Claude, Gemini):

Ask him to write an administrative email or a complex letter.

Summarize a long newspaper article or document.

Plan a travel itinerary or find recipe ideas with what's left in the fridge.

AI for creativity and memory:

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Using AI to restore or colorize old family photos.

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The context method: Why "Give me a cake recipe" is less effective than "I am allergic to gluten and I am hosting 4 people, give me a simple chocolate cake recipe".

The expert's role: Learning to tell AI "Act like a travel guide" or "Act like an expert gardener".

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"Hallucinations": Understand that AI can make false claims with complete certainty (never take medical or legal advice from AI without verification).

Privacy protection:

Never give sensitive data (social security number, passwords, bank details) to an AI.

Knowing that everything we write to the AI is potentially used to train it.

Spotting "Deepfakes":

How to recognize a doctored image or video (details on the hands, strange reflections, slightly metallic voice).

Verify the information: the golden rule of cross-referencing sources.

5: Ethics and Impacts (To go further)
Copyright: Who owns an image created by AI?

The environmental impact: The water and energy consumption of AI servers.

The future: Will AI replace us or assist us?
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Derivatives, equations, vectors, algorithms... Behind these intimidating concepts lie simple, visual ideas. My goal: to help you understand them, not just apply them.

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AI (ML, DL, RL, LLMs, RAG, Langchain etc.)

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METHODOLOGY
The classes are 100% practical and adapted to your pace and goals. We always start from your current situation (your computer, your work, your questions) and practice with examples and guided exercises. At the end of each session, I provide a summary of what we've covered and, if you wish, optional exercises to reinforce the material. I explain things in simple language, repeat as many times as necessary, and we progress step by step.

SYLLABUS AND LEVELS
- Basic computer skills (beginner): computer handling, files and folders, internet, email, safe use of mobile phones and computers.
- Office automation (beginner and intermediate): Word, Excel and office tools; formulas, tables, charts and data organization. Also advanced level Excel.
- Operating systems (intermediate): Windows and Linux, installation, configuration, users and permissions, maintenance and troubleshooting.
- Networks (intermediate and advanced): network fundamentals, IP addressing, switching and routing, VPN, WiFi and firewalls.
- Cybersecurity (all levels): personal and business protection against phishing, malware and fraud, passwords and backups, regulations (ISO 27001, ENS, GDPR), hardening, vulnerability analysis and basic ethical hacking, SOC and SIEM. Preparation for professional certifications such as IFCT0109 Information Security.
- Programming and data (on request): Python, scripting with PowerShell and Bash, SQL databases.

WHO IS IT FOR?
For children and teenagers who want to learn how to use technology safely, for adults who need to be better at using computers, for older people who want to overcome their fear of technology, for professionals and freelancers who need to improve their office skills, for vocational training students or those pursuing professional certificates, and for those who want to get started in cybersecurity or protect their company.

FIRST CLASS
In the first class, we'll discuss your goals, assess your current level, and answer your most pressing questions. From there, we'll design a personalized learning plan, outlining the topics, pace, and frequency of your classes. You'll leave the first session with a clear path forward and some initial learning.

ONLINE AND IN-PERSON CLASSES IN MALAGA
I offer online classes via video call from anywhere in Spain and in-person classes at your home in Malaga and the surrounding area. In both cases, the content and personalized attention are the same. Write to me and tell me what you need.
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✈️ Former ENAC Airline Pilot Cadet
🧑‍💼 State Engineer in Electronics, Electrical & Telecommunications
🧑‍🏫+10 Years of Distance Learning +7000 Hours of Courses Taught
⭐ Co-Founder of www.Mathssansfrontieres.com
📚 Specializing in preparation for Baccalaureate/Rheto/Brevet/CE1D exams.
🌍 Proficiency in the following programs: 🇫🇷, 🇧🇪, 🇨🇭, 🇨🇦, 🇲🇦, 🇦🇪
📅 Available from 8 AM to 11 PM, with the possibility of adapting to multiple time zones.
♾️ If I am more than 5 minutes late, the session is free.

At 33, I proudly wear the hats of engineer and former ENAC cadet pilot. But my favorite role is that of a passionate teacher!

My educational journey, marked by steady progress from elementary to high school, taught me a valuable lesson: simplicity is the key to understanding. Inspired by Einstein's words, I strive to explain complex concepts with such clarity that even a child could grasp them. This pedagogical approach is at the heart of my teaching method.

The goal is to demystify and break down the lessons so that my students can, in turn, teach them with ease. My passion for mathematics, strengthened by over 10,000 hours of experience, naturally led me to teaching this discipline.

My personal quest is fulfillment through my daily activities. My career began in engineering before I ventured into piloting with the best flight school in Europe, ENAC. However, it was in distance learning that I discovered a true passion. This mobility allows me to teach from all corners of the world (Indonesia, France, Morocco, etc.) and to undertake assignments in Japan, India, Vietnam, Sri Lanka, and elsewhere, all while staying connected with my students.

The gratitude of parents, witnessing their children's progress, is invaluable. I greatly appreciate the friendly relationship I cultivate with my students.

Our courses transcend traditional subjects, embracing sports, cinema, manga, video games... I strive to create a relaxed atmosphere where learning becomes a pleasure, thus making the concept of time secondary.

🚨 Places available for October-November 2026: 4 places remaining :)

⭐ Tutor with the most positive feedback at GoStudent for the year 2023 & 2025
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Contact Majed
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Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied.

As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others.

I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly.

Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.
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Learn to code with method and logic
Whether it's to succeed in the NSI (Digital Sciences and Technology) specialization in high school, design personal projects, or prepare for higher scientific studies, mastering code relies on solid algorithmic thinking. I help students understand the structure of programming languages and the logic of data.

Subject areas and languages taught:

Algorithms & Logic: Designing data structures and solving problems.

Programming Languages: Python, C/C++, C# and Java.

Data Management: Analysis and SQL queries / databases.

Basic Web Development: HTML & CSS for creating structured pages.

The goal is to take the student from simply writing code to true autonomy in development.
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Whether remotely or face-to-face, I offer many examples and exercises to accompany you.
I travel without problem throughout the region of Brussels and its surroundings, for lessons of at least 2 hours. For France, courses are only given remotely.

Here are some key words that will be covered in my classes:
Scenario analysis, Year, Rounding, Today, Bdnb, Bdnbval, Bdsum, Search, Column, Copy/paste in values, Copy/paste with transposition, Consolidation, Date, Datedif, Determat, Dollar, Right, Righterg, Equiv, Esterror, Estna, Frequency, Filter (simple and advanced), Format of cells, Left, Large.Value, Printing of documents, Index, Indirect, Inversemat, Day, Weekday, Line, Matrix, Max, Maxa, Max.Si, Min , Mina, Mina.If, Formatting of cells and ranges, Month, Average, Average.If, Nb, Nb.If, Nbval, Naming of cells and ranges, No, Small.value, Product, Productmat, Protection of cells, Lookup (Lookup), Lookupv (VLookup), Lookuph (HLookup), If (If), If.Not.Disp, If.Conditions, Iferror, Sum, Sumproduct, Sum.If, Sum.If.Set, Substitute , Pivot tables, Sorting, Cell locking

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verified badge
If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver.
In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition.

I teach:
• 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use.
• 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners.
• ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual.

As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization.

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The composition of the course depends on the level of the student and his own objectives. The first session is a one-hour evaluation session which allows the diagnosis of the level and the needs of the student. From this diagnosis we establish together a program that we will follow during our course.

Generally the course allows the student to assimilate:
* Predefined Data Types & Variables;
* Conditional Structures & Loops;
* Functions ;
* Object-oriented programming (OOP);
* Digital engineering;
* An introduction to databases (Examples and uses)
* Relational Algebra
* LDD, LCD, LMD, LCT
* SQL queries (SELECT, UPDATE, ...)
* Creation of a database and automation of queries using the Python language
* Handling files (TXT, Excel, CSV, JSON, Word);
* Data science;
* Introduction and some applications of Artificial Intelligence.

I am waiting for you to start this adventure.
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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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I teach Python specifically for finance and data applications - the kind used in economics, business analytics, and quantitative programs. This isn't a general "learn to code" course; it's built around real financial data, benchmarking, and the workflows you'll actually use in coursework or early career work.

Topics include:
Python fundamentals through a finance lens (data structures, functions, control flow).
Working with financial data and datasets.
Performance benchmarking and writing efficient code.
Applying concepts from Hilpisch's Python for Finance.
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This course introduces students to the fundamentals of Information and Communication Technology (ICT) and its role in modern society. Topics include computer hardware and software, digital communication tools, internet technologies, data management, cybersecurity, and emerging trends. Students will gain practical skills in using productivity software, conducting online research, and understanding the ethical and responsible use of digital resources. The course emphasizes both technical proficiency and digital literacy, preparing learners to confidently navigate and contribute to a technology-driven world.
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Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

1: Demystifying AI (What exactly is it?)
AI is not a movie robot: Difference between fiction and reality.

How it works (simply): The image of the "giant library": AI has read billions of books and uses them to predict the continuation of a sentence or create an image.

Where is it already present? Spell checkers, Netflix/YouTube suggestions, GPS, and voice assistants (Siri/Alexa).

2: Using AI to make life easier
Conversing with AI (ChatGPT, Claude, Gemini):

Ask him to write an administrative email or a complex letter.

Summarize a long newspaper article or document.

Plan a travel itinerary or find recipe ideas with what's left in the fridge.

AI for creativity and memory:

Generate images to illustrate a birthday card (Midjourney, DALL-E).

Using AI to restore or colorize old family photos.

3: Learning to "talk" to AI (The Art of the Prompt)
The context method: Why "Give me a cake recipe" is less effective than "I am allergic to gluten and I am hosting 4 people, give me a simple chocolate cake recipe".

The expert's role: Learning to tell AI "Act like a travel guide" or "Act like an expert gardener".

4: Precautions and Critical Thinking (The Survival Guide)
"Hallucinations": Understand that AI can make false claims with complete certainty (never take medical or legal advice from AI without verification).

Privacy protection:

Never give sensitive data (social security number, passwords, bank details) to an AI.

Knowing that everything we write to the AI is potentially used to train it.

Spotting "Deepfakes":

How to recognize a doctored image or video (details on the hands, strange reflections, slightly metallic voice).

Verify the information: the golden rule of cross-referencing sources.

5: Ethics and Impacts (To go further)
Copyright: Who owns an image created by AI?

The environmental impact: The water and energy consumption of AI servers.

The future: Will AI replace us or assist us?
verified badge
Does math seem abstract to you? Do physics formulas confuse you? Does your code not do what you want it to?

Derivatives, equations, vectors, algorithms... Behind these intimidating concepts lie simple, visual ideas. My goal: to help you understand them, not just apply them.

These subjects rely on tools: equations, functions, forces, data structures, that may seem difficult at first glance but make perfect sense once you visualize them concretely. That’s the level I’ll help you reach, using diagrams, analogies, and interactive animations.

I offer tutoring in Math, Physics, and Computer Science, from middle school through college, to help you:
- overcome roadblocks and regain confidence in these subjects,
- prepare for exams (middle school exams, high school graduation exams, midterms, entrance exams),
- make progress on your projects (homework, lab reports, coding, digital projects, etc.).

Each lesson is tailored to your needs: we’ll go over difficult concepts, work through exercises together, and I’ll teach you strategies to become self-sufficient.

Message me to schedule your first lesson: let’s make the abstract clear!
verified badge
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📐 AutoCAD: To learn engineering drawing and design two-dimensional and three-dimensional plans with high accuracy and speed.

🛣️ Civil 3D: To learn road design, network design, surveying, and quantity surveying in a scientific and practical way
verified badge
Python class from basics to the advance from the students perspective with proper deep understanding of concepts.
Topics to be covered:
Basic Python and Programming fundamentals
Memory Management
OOPs
Data Structure and Algorithms
Libraries
Data analysis (using libraries Pandas, Numpy, etc.)
AI (ML, DL, RL, LLMs, RAG, Langchain etc.)

Maths using visualization of geometry, algebra, calculus, etc.
verified badge
I hold a degree in Management and Software Programs (Rey Juan Carlos University) and have over 20 years of experience in IT and cybersecurity, as well as extensive experience as a vocational training instructor. I help you learn IT in a clear, practical way, without unnecessary technical jargon, whether you're starting from scratch or want to delve deeper into networks, operating systems, or security.

METHODOLOGY
The classes are 100% practical and adapted to your pace and goals. We always start from your current situation (your computer, your work, your questions) and practice with examples and guided exercises. At the end of each session, I provide a summary of what we've covered and, if you wish, optional exercises to reinforce the material. I explain things in simple language, repeat as many times as necessary, and we progress step by step.

SYLLABUS AND LEVELS
- Basic computer skills (beginner): computer handling, files and folders, internet, email, safe use of mobile phones and computers.
- Office automation (beginner and intermediate): Word, Excel and office tools; formulas, tables, charts and data organization. Also advanced level Excel.
- Operating systems (intermediate): Windows and Linux, installation, configuration, users and permissions, maintenance and troubleshooting.
- Networks (intermediate and advanced): network fundamentals, IP addressing, switching and routing, VPN, WiFi and firewalls.
- Cybersecurity (all levels): personal and business protection against phishing, malware and fraud, passwords and backups, regulations (ISO 27001, ENS, GDPR), hardening, vulnerability analysis and basic ethical hacking, SOC and SIEM. Preparation for professional certifications such as IFCT0109 Information Security.
- Programming and data (on request): Python, scripting with PowerShell and Bash, SQL databases.

WHO IS IT FOR?
For children and teenagers who want to learn how to use technology safely, for adults who need to be better at using computers, for older people who want to overcome their fear of technology, for professionals and freelancers who need to improve their office skills, for vocational training students or those pursuing professional certificates, and for those who want to get started in cybersecurity or protect their company.

FIRST CLASS
In the first class, we'll discuss your goals, assess your current level, and answer your most pressing questions. From there, we'll design a personalized learning plan, outlining the topics, pace, and frequency of your classes. You'll leave the first session with a clear path forward and some initial learning.

ONLINE AND IN-PERSON CLASSES IN MALAGA
I offer online classes via video call from anywhere in Spain and in-person classes at your home in Malaga and the surrounding area. In both cases, the content and personalized attention are the same. Write to me and tell me what you need.
verified badge
✈️ Former ENAC Airline Pilot Cadet
🧑‍💼 State Engineer in Electronics, Electrical & Telecommunications
🧑‍🏫+10 Years of Distance Learning +7000 Hours of Courses Taught
⭐ Co-Founder of www.Mathssansfrontieres.com
📚 Specializing in preparation for Baccalaureate/Rheto/Brevet/CE1D exams.
🌍 Proficiency in the following programs: 🇫🇷, 🇧🇪, 🇨🇭, 🇨🇦, 🇲🇦, 🇦🇪
📅 Available from 8 AM to 11 PM, with the possibility of adapting to multiple time zones.
♾️ If I am more than 5 minutes late, the session is free.

At 33, I proudly wear the hats of engineer and former ENAC cadet pilot. But my favorite role is that of a passionate teacher!

My educational journey, marked by steady progress from elementary to high school, taught me a valuable lesson: simplicity is the key to understanding. Inspired by Einstein's words, I strive to explain complex concepts with such clarity that even a child could grasp them. This pedagogical approach is at the heart of my teaching method.

The goal is to demystify and break down the lessons so that my students can, in turn, teach them with ease. My passion for mathematics, strengthened by over 10,000 hours of experience, naturally led me to teaching this discipline.

My personal quest is fulfillment through my daily activities. My career began in engineering before I ventured into piloting with the best flight school in Europe, ENAC. However, it was in distance learning that I discovered a true passion. This mobility allows me to teach from all corners of the world (Indonesia, France, Morocco, etc.) and to undertake assignments in Japan, India, Vietnam, Sri Lanka, and elsewhere, all while staying connected with my students.

The gratitude of parents, witnessing their children's progress, is invaluable. I greatly appreciate the friendly relationship I cultivate with my students.

Our courses transcend traditional subjects, embracing sports, cinema, manga, video games... I strive to create a relaxed atmosphere where learning becomes a pleasure, thus making the concept of time secondary.

🚨 Places available for October-November 2026: 4 places remaining :)

⭐ Tutor with the most positive feedback at GoStudent for the year 2023 & 2025
Good-fit Instructor Guarantee
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