Programmation, python, cybersécurité,base de données,excel - Casablanca - Private lessons

Programmation, python, cybersécurité,base de données,excel

From 18.62 € /h

With 10 years of experience in teaching and development, I am a computer engineer with a double master's degree: a professional master's in computer science and networks, and another in industrial systems. I also hold a Master's in NTIC (New Information and Communication Technologies) research.
My expertise spans a wide range of areas, including programming in Python and Java, database management, cybersecurity, as well as the design and management of robotic systems.

Passionate about teaching and knowledge transfer, I support students and professionals in learning advanced technologies, focusing on practical applications and real-world problem-solving. I offer tailored courses to meet individual needs, either online or in-person, covering various fields of computer science and technology.

Extra information

Doctorante en Intelligence Artificielle, Ingénieur en informatique et réseau, spécialisé en cybersécurité, programmation et robotique

Je propose des cours adaptés aux besoins de chacun, en ligne ou en présentiel, dans des domaines variés de l'informatique et des technologies.

Location

|

Use Ctrl + wheel to zoom!

At student's location :

Around Casablanca, Morocco

Online from Morocco

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

The class is taught in

English

French

Arabic

Skills

Computer programming

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

At student's home

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

ScratchJr, Mbloc, Thymio, codey Rocky, Mbot: Programming for children between 5 and 18 years

18.62 € /h

PhD in Intelligence, Computer Science Engineer, with a double Master's in Research in Information and Communication Technology, Specialized Service
Informatics and Professional Master's in Industrial Informatics, Industrial Network, and 10 years of experience in training.
I offer training courses adapted to Chacun's requirements, online or in person, in various fields of information and new technologies.

Read more

I am a teacher in a large engineering school with 12 years of experience in the field of engineering training.
I offer courses in algorithms and computer programming languages (C, C ++, JAVA, Python) to
university students, preparatory classes and anyone interested in the world of computer programming.
These courses can be used to:
- Master a programming language.
- Prepare for the various exams.
-Clarify notions and deepen certain concepts and aspects.
-Go further to prepare specific competitions by studying and debunking the target exam logic.

These courses allow you to master the language studied while working on methodology and writing.
The recommended preparation is personalized according to the need formulated by the student.

Do not hesitate to contact me for further information .

Organization of the sessions:
- A first positioning session is envisaged.
- A personalized planning will be established according to the objective and the level of the student.
-A descriptive card will be provided to the student after the 1st session.
-A progress report will be delivered periodically.

cordially

Do you want to understand the heart of programming and solve complex problems efficiently? This algorithms course is designed for you! Whether you are a computer science student (SMI, SMA, SMP, SMC, SVT), an engineer (ENSA, ENSEM, ENSAM, ENIM) or simply passionate about code, algorithms are an essential step to excel in the world of technology.
In this course you will learn how to:
- Analyze and design efficient algorithms.
- Solve common problems (sorting, searching, recursion, etc.).
- Understand essential data structures (lists, stacks, queues, trees, graphs).
- Optimize your programs to make them faster and more robust.
Whether you are a beginner or want to improve your skills, this course adapts to your level and provides you with the tools you need to succeed in algorithms. Thanks to practical exercises, concrete examples and personalized support, you will leave this course with a solid mastery of algorithms. The programming languages used (of your choice): C, Python, C++, Java (or others).

Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.

I am a Data Scientist / Statistical Engineer who specializes in machine learning and data mining services. I have a great experience in the analysis of données and the mise in place of predictive models for the enterprises at the beginning of the decisions.

He proposed designing machine learning and data mining services for companies to help on an additional level of public life. Message domains included:

Aggression styles: linéaire, logistique, multinomiale, poisson, etc.
Classification patterns: arbres de decision, forêts aléatoires, SVM, etc.
Clustering: k-means, DBSCAN, etc.
Réseaux de neurons: Réseaux de neurones artificiels, Réseaux de neurones convolutifs, Réseaux de neurones récurrents, etc.
Traitement du langage naturel: sentiment analysis, text classification, etc.
Chronology analyzes of events: ARIMA, SARIMA, etc.
I want you to help prepare your données, install models, improve performance and the developer. I use these tools to use Python, R, TensorFlow, Keras, PyTorch, scikit-learn, etc.

Don't hesitate to contact me if you have something to do for your machine learning and data extraction projects. I am available for individual descriptions, formations or major projects.

Computer engineer, with 2 years of experience in individual teaching, I specialize in programming in Python, C, JAVA, as well as in web development (HTML, CSS, JS, PHP) and object-oriented programming. I offer workshops specially designed for rapid progress.

My background also includes 2 years of tutoring with students from JUNIA, EMSI and preparatory classes.

Whether you are a management controller, HR, auditor, accountant or finance professional, and you have a taste for Numbers, Statistics and Analysis.
I offer you a complete range of Excel and VBA training courses adapted to your needs.
Remote training on Skype or Zoom or Google Meet or Microsoft Teams, for greater efficiency.

NB. I could currently provide distance learning.

Regarding the working method, according to your availability we fix the sessions, then I will send you the course support / exercises. We do the sessions on Skype or Zoom or on Google Meet at your own pace, where we can share the screen.

Excel 365 Training Modules:

Module 1

- Basics
- References
- SI Logic Function
- SI Nested Logic Function
- Basic Math / Statis Functions
- Functions COUNTIF, SUMIF, COUNTIFENT, SUMIFENT, LARGEVALUE, SUMPRODUCT...
- ResearchV
- INDEX and EQUIV and EQUIVX search functions
- ResearchX
- Error Management
Study of practical professional cases

Module 2

- Validation and data protection
- INDIRECT function
- OFFSET function
- Dynamic Array (Sort, Unique, Filter. ..)
- LET Function
- LAMBDA FUNCTION
- LAMBDA Helper Functions (MAP, REDUCE, SCAN, MAKEARRAY, BYROW, BYCOL, ISOMITTED)
- New Data Types
- Matric functions
- 3D functions (Multi-Sheets)
Study of professional practical cases

Module 3

- Data table / Sort / Automatic and custom filter
- Advanced Filter / Database Functions
- Dynamic Pivot Table / Advanced Tips
- Solver / Analysis Scenarios
Study of professional practical cases

Module 4
Power Query
Language M
Data Preparation
Data Analytics
Study of professional practical cases

Module 5

- Simple Chart
- Advanced Chart
- Dashboard

Study of practical professional cases

High school preparatory classes. As an engineer with my background in preparatory classes I offer you the mathematics, physics and computer science course. Do not hesitate, I will help you to overcome your challenges and difficulties.

Explore the world of robotics and automation in this dynamic class! Learn to design and program microcontrollers, create 3D models, layout PCBs, and use Arduino for real-world applications. Perfect for budding tech enthusiasts!
My regards you'all

Start your Python journey with a hands-on, beginner-friendly course that grows with you to expert level. Learn core programming concepts, data analysis with Pandas and NumPy, stunning visualizations using Matplotlib and Seaborn, and web app development with Flask or Django. Build real-world projects and master Python for data and web development.

Discover the power of Python with an experienced computer trainer!
I'm Hamza, a passionate developer and seasoned mentor with extensive experience teaching programming. My unique teaching approach will help you quickly acquire solid Python skills while discovering its real-world applications in the professional world.
What you will learn:

Python Fundamentals (variables, control structures, functions)
Advanced Object-Oriented Programming
Data Analysis and Visualization with Pandas and Matplotlib
Developing graphical interfaces with PyQt
Practical projects inspired by real business cases

Why choose me?

Over 10 years of experience in training and mentoring
Teaching method adapted to all levels
Hands-on approach based on concrete projects
Contagious passion for code and technological innovation

Whether you're a beginner looking to get started in programming or a professional looking to improve your skills, this course will open up exciting new opportunities in the world of software development and data science.
Join me for a captivating journey into the heart of the most versatile and in-demand programming language on the market!
Book now and take the first step towards mastering Python. Your career as a Python developer starts here!

- Interactive Learning: My lessons are designed to be engaging and adaptable to your skill level, whether you're a beginner or already familiar with programming.
- Comprehensive Curriculum: You’ll master key programming concepts, including writing, debugging, and testing code in Python and other popular languages.
- Real-World Projects: Each lesson includes practical tasks that relate directly to real-world scenarios, helping you apply what you learn immediately.
- Flexible Schedule: Classes are live on Zoom/Google Meet, with recordings available after each session.
GET YOUR FIRST COURSE !
Plus, enjoy CODE DEBUGGING ON CHAT anytime to help you overcome any challenges.
Bonus: Special sessions on how to leverage your programming skills for freelancing or landing a job.

Let’s start your programming journey with practical knowledge and hands-on experience!

In my private lessons, my top priority is your academic success. I take a personalized teaching approach that emphasizes active learning and deep understanding of subjects. I firmly believe that every student has immense potential, and my role as a teacher is to unlock that potential. I strive to create a positive and encouraging learning environment, where you will feel comfortable asking questions, exploring concepts, and developing your confidence.
To do this, I use interactive methods, concrete examples and practical exercises to explain the concepts clearly and precisely. I adapt to your learning pace and personal learning style, in order to provide you with tailor-made support. I am passionate about teaching and am determined to help you achieve your academic goals.

💻 Computer Programming Classes – Learn to Code from Scratch!

Description:

Our computer programming classes are designed to introduce students of all levels to the world of coding. Whether you're a complete beginner or looking to improve your skills, our structured lessons will guide you through the core concepts of programming using popular languages such as Python, Java, or C++.

In each class, students will learn:

Fundamentals of programming (variables, loops, functions, conditionals)

Problem-solving and logic building

How to write, test, and debug code

Real-world applications like web development, automation, and games

By the end of the course, students will have built their own mini-projects and gained the confidence to continue exploring the world of technology.

This computer science support course is designed for students and learners wishing to strengthen their foundations or improve their level in computer science and programming.
I support participants in a pedagogical and progressive manner, adapting to their level and objectives (university courses, training, practical work, exams, projects).
The goal is to understand, practice and gain autonomy through clear explanations and concrete examples.

Do you want to discover programming or strengthen your computer skills?
This programming course is designed to guide you step by step, from beginner to intermediate level.

🔹 On the agenda:

Programming fundamentals (logic, algorithms)

Introduction to modern programming languages (Python, JavaScript, PHP as needed)

Creation of practical and concrete projects

Simple and educational methods

🎯 For whom?

Beginners with no prerequisites

Students and pupils

Anyone wishing to get into software development

💻 Required materials:

A computer

Motivation and a desire to learn 😉

📍 In-person or online courses
📅 Flexible hours

I am a teacher in a large engineering school with 12 years of experience in the field of engineering training.
I offer courses in algorithms and computer programming languages (C, C ++, JAVA, Python) to
university students, preparatory classes and anyone interested in the world of computer programming.
These courses can be used to:
- Master a programming language.
- Prepare for the various exams.
-Clarify notions and deepen certain concepts and aspects.
-Go further to prepare specific competitions by studying and debunking the target exam logic.

These courses allow you to master the language studied while working on methodology and writing.
The recommended preparation is personalized according to the need formulated by the student.

Do not hesitate to contact me for further information .

Organization of the sessions:
- A first positioning session is envisaged.
- A personalized planning will be established according to the objective and the level of the student.
-A descriptive card will be provided to the student after the 1st session.
-A progress report will be delivered periodically.

cordially

Do you want to understand the heart of programming and solve complex problems efficiently? This algorithms course is designed for you! Whether you are a computer science student (SMI, SMA, SMP, SMC, SVT), an engineer (ENSA, ENSEM, ENSAM, ENIM) or simply passionate about code, algorithms are an essential step to excel in the world of technology.
In this course you will learn how to:
- Analyze and design efficient algorithms.
- Solve common problems (sorting, searching, recursion, etc.).
- Understand essential data structures (lists, stacks, queues, trees, graphs).
- Optimize your programs to make them faster and more robust.
Whether you are a beginner or want to improve your skills, this course adapts to your level and provides you with the tools you need to succeed in algorithms. Thanks to practical exercises, concrete examples and personalized support, you will leave this course with a solid mastery of algorithms. The programming languages used (of your choice): C, Python, C++, Java (or others).

Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.

I am a Data Scientist / Statistical Engineer who specializes in machine learning and data mining services. I have a great experience in the analysis of données and the mise in place of predictive models for the enterprises at the beginning of the decisions.

He proposed designing machine learning and data mining services for companies to help on an additional level of public life. Message domains included:

Aggression styles: linéaire, logistique, multinomiale, poisson, etc.
Classification patterns: arbres de decision, forêts aléatoires, SVM, etc.
Clustering: k-means, DBSCAN, etc.
Réseaux de neurons: Réseaux de neurones artificiels, Réseaux de neurones convolutifs, Réseaux de neurones récurrents, etc.
Traitement du langage naturel: sentiment analysis, text classification, etc.
Chronology analyzes of events: ARIMA, SARIMA, etc.
I want you to help prepare your données, install models, improve performance and the developer. I use these tools to use Python, R, TensorFlow, Keras, PyTorch, scikit-learn, etc.

Don't hesitate to contact me if you have something to do for your machine learning and data extraction projects. I am available for individual descriptions, formations or major projects.

Computer engineer, with 2 years of experience in individual teaching, I specialize in programming in Python, C, JAVA, as well as in web development (HTML, CSS, JS, PHP) and object-oriented programming. I offer workshops specially designed for rapid progress.

My background also includes 2 years of tutoring with students from JUNIA, EMSI and preparatory classes.

Whether you are a management controller, HR, auditor, accountant or finance professional, and you have a taste for Numbers, Statistics and Analysis.
I offer you a complete range of Excel and VBA training courses adapted to your needs.
Remote training on Skype or Zoom or Google Meet or Microsoft Teams, for greater efficiency.

NB. I could currently provide distance learning.

Regarding the working method, according to your availability we fix the sessions, then I will send you the course support / exercises. We do the sessions on Skype or Zoom or on Google Meet at your own pace, where we can share the screen.

Excel 365 Training Modules:

Module 1

- Basics
- References
- SI Logic Function
- SI Nested Logic Function
- Basic Math / Statis Functions
- Functions COUNTIF, SUMIF, COUNTIFENT, SUMIFENT, LARGEVALUE, SUMPRODUCT...
- ResearchV
- INDEX and EQUIV and EQUIVX search functions
- ResearchX
- Error Management
Study of practical professional cases

Module 2

- Validation and data protection
- INDIRECT function
- OFFSET function
- Dynamic Array (Sort, Unique, Filter. ..)
- LET Function
- LAMBDA FUNCTION
- LAMBDA Helper Functions (MAP, REDUCE, SCAN, MAKEARRAY, BYROW, BYCOL, ISOMITTED)
- New Data Types
- Matric functions
- 3D functions (Multi-Sheets)
Study of professional practical cases

Module 3

- Data table / Sort / Automatic and custom filter
- Advanced Filter / Database Functions
- Dynamic Pivot Table / Advanced Tips
- Solver / Analysis Scenarios
Study of professional practical cases

Module 4
Power Query
Language M
Data Preparation
Data Analytics
Study of professional practical cases

Module 5

- Simple Chart
- Advanced Chart
- Dashboard

Study of practical professional cases

High school preparatory classes. As an engineer with my background in preparatory classes I offer you the mathematics, physics and computer science course. Do not hesitate, I will help you to overcome your challenges and difficulties.

Explore the world of robotics and automation in this dynamic class! Learn to design and program microcontrollers, create 3D models, layout PCBs, and use Arduino for real-world applications. Perfect for budding tech enthusiasts!
My regards you'all

Start your Python journey with a hands-on, beginner-friendly course that grows with you to expert level. Learn core programming concepts, data analysis with Pandas and NumPy, stunning visualizations using Matplotlib and Seaborn, and web app development with Flask or Django. Build real-world projects and master Python for data and web development.

Discover the power of Python with an experienced computer trainer!
I'm Hamza, a passionate developer and seasoned mentor with extensive experience teaching programming. My unique teaching approach will help you quickly acquire solid Python skills while discovering its real-world applications in the professional world.
What you will learn:

Python Fundamentals (variables, control structures, functions)
Advanced Object-Oriented Programming
Data Analysis and Visualization with Pandas and Matplotlib
Developing graphical interfaces with PyQt
Practical projects inspired by real business cases

Why choose me?

Over 10 years of experience in training and mentoring
Teaching method adapted to all levels
Hands-on approach based on concrete projects
Contagious passion for code and technological innovation

Whether you're a beginner looking to get started in programming or a professional looking to improve your skills, this course will open up exciting new opportunities in the world of software development and data science.
Join me for a captivating journey into the heart of the most versatile and in-demand programming language on the market!
Book now and take the first step towards mastering Python. Your career as a Python developer starts here!

- Interactive Learning: My lessons are designed to be engaging and adaptable to your skill level, whether you're a beginner or already familiar with programming.
- Comprehensive Curriculum: You’ll master key programming concepts, including writing, debugging, and testing code in Python and other popular languages.
- Real-World Projects: Each lesson includes practical tasks that relate directly to real-world scenarios, helping you apply what you learn immediately.
- Flexible Schedule: Classes are live on Zoom/Google Meet, with recordings available after each session.
GET YOUR FIRST COURSE !
Plus, enjoy CODE DEBUGGING ON CHAT anytime to help you overcome any challenges.
Bonus: Special sessions on how to leverage your programming skills for freelancing or landing a job.

Let’s start your programming journey with practical knowledge and hands-on experience!

In my private lessons, my top priority is your academic success. I take a personalized teaching approach that emphasizes active learning and deep understanding of subjects. I firmly believe that every student has immense potential, and my role as a teacher is to unlock that potential. I strive to create a positive and encouraging learning environment, where you will feel comfortable asking questions, exploring concepts, and developing your confidence.
To do this, I use interactive methods, concrete examples and practical exercises to explain the concepts clearly and precisely. I adapt to your learning pace and personal learning style, in order to provide you with tailor-made support. I am passionate about teaching and am determined to help you achieve your academic goals.

💻 Computer Programming Classes – Learn to Code from Scratch!

Description:

Our computer programming classes are designed to introduce students of all levels to the world of coding. Whether you're a complete beginner or looking to improve your skills, our structured lessons will guide you through the core concepts of programming using popular languages such as Python, Java, or C++.

In each class, students will learn:

Fundamentals of programming (variables, loops, functions, conditionals)

Problem-solving and logic building

How to write, test, and debug code

Real-world applications like web development, automation, and games

By the end of the course, students will have built their own mini-projects and gained the confidence to continue exploring the world of technology.

This computer science support course is designed for students and learners wishing to strengthen their foundations or improve their level in computer science and programming.
I support participants in a pedagogical and progressive manner, adapting to their level and objectives (university courses, training, practical work, exams, projects).
The goal is to understand, practice and gain autonomy through clear explanations and concrete examples.

Do you want to discover programming or strengthen your computer skills?
This programming course is designed to guide you step by step, from beginner to intermediate level.

🔹 On the agenda:

Programming fundamentals (logic, algorithms)

Introduction to modern programming languages (Python, JavaScript, PHP as needed)

Creation of practical and concrete projects

Simple and educational methods

🎯 For whom?

Beginners with no prerequisites

Students and pupils

Anyone wishing to get into software development

💻 Required materials:

A computer

Motivation and a desire to learn 😉

📍 In-person or online courses
📅 Flexible hours

Good-fit Instructor Guarantee

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