🎉 Thinking about learning programming but don’t know where to start?

Àpd 11.4 $ /h

I’m offering a 1:1 onboarding session specially designed for people with zero background in programming or computer science.

👉 In just one session, you will:
✅ Discover what programming really is (in simple terms).
✅ Write your first lines of code—yes, you’ll code from day one!
✅ Understand the core logic behind how computers work.
✅ Get a clear, personalized roadmap to continue learning confidently.

No prior experience needed. No jargon. Just step-by-step guidance.

💡 This is perfect for:
Students starting their tech journey.
Professionals curious about coding.
Parents exploring coding education for their kids.
Anyone who wants to demystify programming once and for all.

🔹 Limited slots available for 1:1 live sessions.
📩 Message me today to book your spot and kickstart your coding journey!

Informations supplémentaires

laptop, and good internet connection

Lieu

En ligne depuis Égypte

Présentation

Software Engineer with a Bachelor's degree in Systems and Computer Engineering from Al-Azhar University.
• Experienced in teaching programming and computer science for more than three years.
• With high skill in simplifying concepts and solving problems.

Education

Bachelor's degree in Systems and Computer Engineering development, Faculty of Engineering, Al-Azhar University, Cairo
3 years of experience at programming and computer science tutoring

Expérience / Qualifications

• Programming tutor for Toppers academy
• AiSK certificate from Alx
Dealing with computers certificate from ministry of youth
• AiCE course from ALX Africa
• Microsoft Ambassador
• Data analysis
•Java programming language
•Python programming language
• HTML, CSS, Javascript

Age

Enfants (7-12 ans)

Adolescents (13-17 ans)

Adultes (18-64 ans)

Seniors (65+ ans)

Niveau du Cours

Débutant

Intermédiaire

Avancé

Durée

60 minutes

Enseigné en

arabe

anglais

Compétences

Programmation informatique

Communication

Python

Disponibilité semaine type

(GMT -05:00)

New York

Cours par webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Give your child the superpower of coding! 🚀 | Scratch programming sessions

11.4 $ /h

I’m offering 1:1 Scratch Programming Classes for Kids (Ages 6–12) – a fun, creative way to start learning coding through games, animations, and stories.

✨ What your child will do in class:
🎮 Build their own simple games
🎨 Design animations and characters
📖 Create interactive stories
🧠 Learn problem-solving and logical thinking – all while having fun!

✅ No previous experience needed.
✅ Kid-friendly, safe, and engaging.
✅ Step-by-step guidance with lots of encouragement.

💡 Perfect for curious kids who love games, stories, or art—and for parents who want their children to build future-ready skills.

📩 Message me now to book a class and let’s turn your child from a game player into a game creator! 🌟

Web development programming with HTML, CSS, and Javascript

15.68 $ /h

Hello, websites development course
Course Content:
•HTML
•CSS
•Javascript
Then, There is a discussion about web development and optimization
Course is very simple and suitable for children and adults, with at least one hour per day
Course is online via any popular platform like Zoom meeting, Microsoft teams, Google meet,... etc

4.85

(13)

Hello, I am a doctoral student in electrical engineering and associate professor in engineering sciences, experienced in the field of electrical engineering, I offer support courses in the subjects of engineering sciences (Electronics, automatics, electrical engineering, automation, programming).

Digital electronics
Analog electronic
electromagnetism (propagation of high frequency waves)
Automatic (continuous, sampled)
electrical engineering (transformers, electrical machines, switching power supply)
C / c ++ programming, Assembler, ARM, STM32
renewable energy (wind, PV)
engineering Sciences
RDM
Python,VHDL
PIC Microprocessor and Microcontroller
Signal processing and data acquisition
Engineering Sciences

These courses allow the student to get up to speed and regain confidence in all scientific subjects, just as they prepare him effectively for the Baccalaureate, the Preparatory Classes or various examinations of the engineering classes.

COURSE OBJECTIVES AND PEDAGOGICAL APPROACH

Resumption and deepening of fundamental concepts through exercises with course reminders.

Put the student in a situation of questioning and research.

Respond to individual issues and questions

Exercise training in order to achieve real mastery of the content.

Learn to build theoretical reasoning from observable facts or hypotheses.

Specific preparation for higher education requirements (in-depth content, increase in work capacity, enrichment of scientific background)

This educational approach is effective since it has often led me to interesting results with my students.

Associate professor provides support courses in electrical engineering

Matías

4.85

(13)

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.

Mohamed

4.85

(13)

University English Instructor| Started teaching English 9 years ago| Specializing in Conversational English.

My teaching approach is designed to develop communication skills above all. We watch or read materials, such as videos, articles, stories, poems, caricatures, then discuss them; we act out situations from everyday life; we take positions and practice debates. However, this doesn’t mean that we just practice speaking. I also make sure the learner is not running in circles. I’m here to ensure that they do not keep repeating the same mistakes or keep using the same expressions over and over in conversation.
In order to keep making progress, I take my student on a journey that involves:
• Improving their grammar.
• Fixing their pronunciation.
• Enriching their vocabulary by learning to use new words and common idioms.
By the end of this course, you should be able to speak English fluently and confidently.

PS: Because of my academic specialty, I also help with academic writing and creative writing.

Cami

4.85

(13)

Improve your skills during oral interventions in public, better manage your personal/professional communication, the associated emotions & the resulting conflicts, master negotiation techniques (...): your objectives in terms of communication can be diverse and the objective of these sessions is precisely to support you in better achieving them. So, how can we send a clear message, be impactful, create a difference and make an impact?

➤ Whether your objective is personal or professional, speaking is a predominantly physical activity, relying on a body, a voice, a breath, a rhythm (diction), an emotion and above all techniques, tools, a method, a know-how, reflecting the speaker's involvement in his speech.

➤ On the telephone, in a meeting, in front of a client, his family (...), relevant and successful speaking must always be effective and efficient, with clear, simple and impactful messages, creating a balance between the message received and message sent. Coherence between form and content.

➤ So, how to listen and be listened to, convince and be impactful, challenge and make an impression, enhance your content, address your audience effectively and optimize the quality & clarity of the exchange / message? It is precisely a question of going through, applying and deploying practical and effective techniques of oral presentation, of simple intervention or of 'one to one` exchange, aiming to challenge your audience or interlocutor, by taking care of the substance as well as the form. , all in a professional or personal context. For this, there are verbal and non-verbal communication techniques.

➤ Thus, mastered, the practical method allows, through a set of simulations and scenarios based on your daily experience supporting pragmatic & concrete techniques, to improve self-confidence, self-assurance, ease by overcoming discomfort and controlling his emotion in public. But also to work on your leadership & charisma, in a context where empathy and emotional intelligence are at the service of communication.

➤ So, in this context, after having precisely defined your objective & gone through the blockages encountered, here are some examples of themes covered through concrete techniques & a targeted methodology:
✓Practical tools to perfect your rhetoric/repartee
✓Decode and use the practical communication tools of great leaders
✓Fundamentals (practices) of eloquence but also of public speaking (intonation, gaze, gestures, elocution, range, emotions, pronunciation, development of one's own style of charisma) to ensure consistency between substance & form
✓Fundamentals of Body Language to support and not interfere with the speech while being convinced & convincing.
✓ Highlighting their speech & promoting their speaking to arouse interest, by building on their strengths.
✓Creation of a coherence between the message emitted & the message received in order to improve its speech and in fact, its professional/personal relations.
✓Management of Q&A sessions & external reactions during an intervention or an oral exchange.
✓Practical tools to put your interlocutor at ease and appear friendly/interested.
✓To succeed in a negotiation/mediation.
✓On the one hand, learning to say 'no' simply in three steps AND on the other hand, getting people to say 'yes'.
✓To turn sentences into positive AND constructive.
✓To manage conflicts (eg 'assertive' communication techniques, eg CNV techniques - Non Violent Communication).
✓To put NLP (neuro-linguistic programming) at the service of communication.
✓To adopt effective, simple, fair and engaging language.
✓To use sentences, turns of phrase & expressions allowing to be precise, simple, effective & challenging.
✓To manage your personal & professional relationships with, for example, the preparation of your ratings.
✓Make your hypersensitivity a strength to tame your abilities.
✓Listening proactively and expressing / conveying ideas / message clearly.
✓ Avoid letting your emotions show through and propose a constructive solution to problems, while drawing on your own relational skills.
✓Be better equipped to recognize and immediately remedy situations that weaken their authority and affect their ability to communicate effectively.
✓Enhance their potential for expression and creativity (often underestimated until now) and 'apparent' sociability
✓Develop not necessarily self-confidence, but the 'appearance' of self-confidence, refine one's listening to respond adequately, open up to the resources of the imagination, free oneself from the rational to then structure one's speech.
✓Relate their communication objectives (project, institution, values, ideas, demands, etc.) to the form of their expression.
✓Learn and put into practice persuasive communication techniques and better understand the perception that others have of oneself. In order to improve his skills of 'self-presentation' and conveyed image.
✓Practical techniques to foster the engagement of the other party.
✓Strengthen the structure of its communication and develop a convincing argument in order to sell its ideas and projects.
(...)

➤ To master the keys to successful public communication, it is necessary to strengthen the impact of your speeches: by structuring your interventions and taking into account the circumstances and the expectations of the public; by making an impact through storytelling; integrating the psychological and emotional factors of effective oral communication; by integrating emotions into the preparation of the message and arguments; anticipating objections and delicate situations; by preparing and structuring an attractive and convincing presentation framework; by experimenting with the rules of improvisation; by adequately managing difficult situations (...).

➤ In short, each session combines techniques & practical exercises adapted to your daily situations (filmed with your agreement in order to be reviewed, commented on, decoded together live), so that you can apply them immediately, and from the 1st session.

THE TRAINER
➤ With training from Grande Ecole post-preparatory classes & Ivy League university in the United States, our teacher trainer has specialized and has worked for more than 15 years in the field, in Europe and North America, in renowned international public and private establishments, regularly speaking in forums and conferences, and also offering personalized INDIVIDUAL support, with pedagogy and careful methodology as the watchwords.

➤ PLACE, TIMETABLE, PRICES
✓ Locations: Geneva-Lausanne-Fribourg-Zurich-Neuchâtel-Lugano-Basel-Neuchâtel-Berne-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.

✓ 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.

Amel

4.85

(13)

experienced teacher available and listening to you.
My lessons are adapted to your needs, we will work together so that your accent, vocabulary and pronunciation improve over time. Each session will keep you away from mistakes and voila, you will be amazed yourself and your loved ones with your accent and pronunciation.

Majda

4.85

(13)

Learning languages is a beautiful adventure where you can get better results when you get someone to help you!
I will be happy to be that person who helps you develop your french skills. I have a french certificate and an experience teaching online. I can also help you with English. Contact me now and we can discuss your goals and i'll create the perfect plan to achieve them.

Awni

4.85

(13)

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!

Salah

4.85

(13)

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.

AbdulRahman

4.85

(13)

🎯 Do you dream of understanding and speaking Modern Standard Arabic fluently — as if it were your native language?
Whether you are starting from scratch or aiming to improve your level, you are in the right place!

In this comprehensive course, you won’t just learn the rules...
You will immerse yourself in the language through real conversations, inspiring readings, and interactive exercises that make you master Arabic more each day!

✨ We train you in the four essential skills with a smart and simplified methodology:
🗣️ Speaking – Discuss a wide range of topics: from daily life to cultural and social issues, and participate in engaging discussions that make Arabic part of your life.
👂 Listening – Practice understanding native speakers in various contexts, from news and audio clips to everyday conversations.
📖 Reading – Comprehend literary, journalistic, and religious texts smoothly, and learn how to analyze ideas and extract meanings easily.
✍️ Writing – Write your articles, messages, and ideas clearly and elegantly, and learn to express yourself correctly and effectively.

🔥 Why choose this course?

Because I use the latest interactive teaching methods, specially designed to match your level and goals!
We rely on proven and effective curricula such as:
• Fath Al-Rahman, Nour Al-Bayan
• Al-Qaidah Al-Nouraniyah / Al-Madaniyah
• Series “Arabic in Your Hands” (adults)
• Series “Arabic for Our Children” (children)
• Series “Play and Learn” (children)
• Series “I Love Arabic”
• Series “The Road to Arabic”
• Series “The Key to Arabic”

💡 Each lesson is carefully designed to make learning enjoyable, practical, and direct. You will be able to use Arabic in daily life, at work, in studies, and even while traveling!

✅ Suitable for all levels: beginner, intermediate, or advanced
✅ Special focus on practical application rather than rote memorization
✅ Supportive, encouraging, and embarrassment-free learning environment
✅ Interactive sessions that make you learn... and enjoy the process at the same time!
✅ Continuous support and personalized guidance to help you progress confidently and quickly

🚀 Don’t let hesitation or fear of complexity stop you!
With the right support, method, and inspiring mentor...
Modern Standard Arabic is not far — it is within your reach!

✨ Modern Standard Arabic is not a language of the past... it is a tool for your present and future.

💬 Book your first lesson today and start your journey to the language of knowledge with confidence, fluency, and pride!

Georgette

4.85

(13)

As French is my mother tongue I can help to prepare orals and make students more confident in any way
I have a lot of experience in speaking French for working and teaching purposes
I reach a high level of satisfaction with my students. I adapt my lessons according to the Student’s needs
I am sure that I can help you at any level and I am confident that I can help you to improve your French speaking skills. Feel free to communicate your goals

Camille

4.85

(13)

✓ Improvisation is the art of composing within the framework of a role play, without being overplayed so as not to lose credibility, by taking pleasure and appearing convinced (because communication does not consist, for example, of having confidence, but of appearing confident). It helps with a wide range of skills (imagination, emotional faculties, physical expressiveness, vocal projection, clarity of speech, interpretation, improvisation, observation, emulation, stage combat...) to make public speaking, communication , the theatricalization enhanced by the stage space and the play of the actor - improviser.

✓ Your inventiveness, singularity, commitment and signature being at the center of this training, it is about giving you the techniques to improvise, create, stage, while showing confidence and conviction to your interlocutors, in the private sphere or of the professional.

✓ So how can you also confront your shyness or lack of (relative) self-confidence by surpassing yourself by moving forward?
➤ Express yourself with your body, your emotions, your ideas to mobilize your abilities and your creative energy
➤ Explore your path to personal expression in complete freedom and security by overcoming your fears of expressing yourself in public
➤ Activate flexibility of mind, particularly by practicing active listening
➤ Develop your creativity and imagination while overcoming your shyness, developing your speaking, listening and responding skills
➤ Anchor lasting resources such as letting go, leaving one's comfort zone thanks to a caring framework and personalized modules/exercises

In application: For example, awareness raising and introduction to the Art of Storytelling have several objectives: Storytelling in public, Composing a repertoire of stories, Organizing a collective show, Games and bringing emotions into play (...). These theoretical training and practical training sessions (story structure, voice, memory, diction, management of stage fright, etc.).

It is a question of going through the history of the tale (origin, different styles of tale, difference between tale and story), the art of telling (work on the voice, the body, the imagination), the tale and the child (importance of the story for the overall development of the child, resource of the imagination, difference between reading and telling) ...: in short, the intention of this course is to make you want even more, to better tell stories

Open to all those interested in the story (parents, teachers, animators, educators ...), these sessions can also be offered to the person of your choice.

With the program, for this example of storytelling art in particular:
✓ Explore and experience the art of storytelling and discover its hidden sides
✓ Express yourself with your body, your emotions, your ideas, play with situations (...)
✓ Mobilize your capacities and creative energy
✓ Open interior spaces of reverie
✓ Explore your path of personal expression in complete freedom and security
✓ Overcome your fear of public speaking
✓ Make room for your imagination, Develop your creativity
✓ Activate flexibility of mind, Practice active listening
✓ Cooperate, create, play down

The art of storytelling therefore allows you to develop your creativity and imagination, because you are both a director and an actor. It also allows you to overcome shyness and develop speaking, listening and responding skills. Each person evolves at their own pace and uses their sense of creativity.

Objective: to anchor sustainable resources such as letting go, creativity, presence or self-confidence. In short, this artistic discipline will accompany you in your personal development and will help you get out of your comfort zone thanks to a benevolent environment and playful exercises.

THE TRAINER
With training from a Grande Ecole post-European preparatory class & an Ivy League university in the United States, our teacher has specialized and has worked for more than 18 years in the field, in 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.

✓ 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.

Lilia

4.85

(13)

I am a FLE (French as a foreign language) teacher in training centers, associations, and remotely for foreigners who wish to learn French.
Preparation for DEFL and DAFL for all levels.

I have a master's degree in business engineering and international trade, a certification in FLE and a master's degree in teaching in progress.
I use fun and interactive methods with lots of language practice.
I can help you write your CV and cover letter, and practice for job interviews.

I offer sessions adapted to the needs and pace of each learner.

Methodology :
- Initial assessment: For each support I will carry out a diagnostic assessment to identify the student's strengths and weaknesses in the subject concerned (mathematics, French, science, etc.).
- Personalized approach: Courses are adapted to the student's level, with individualized monitoring. This includes practical exercises, targeted revisions, and explanations adapted to each learning pace.
- Progressive objectives: we set short and long-term objectives together to motivate the student and measure their progress.
- Learning techniques: I use interactive methods (online exercises, educational games) and revision sheets to help memorize and understand key concepts (flashcards, etc.)

Typical sessions:
- Course of the sessions:
- Review of previous concepts: 10-15 minutes to review the points covered during the last lesson.
- Lesson of the day: 30-45 minutes to introduce and explain a new concept.
- Practical exercises: 20-30 minutes to apply what has been learned, offering exercises adapted to the student's level.
- Questions and corrections: 10-15 minutes at the end to answer the student's questions and correct mistakes together.
- Regular monitoring: I plan regular assessments to adjust the learning method and adapt the pace of the lessons.

So what are you waiting for? Join me for an unforgettable adventure!

Nouhaila

4.85

(13)

Learn Arabic and open the door to a whole new culture!
Personalized, dynamic lessons 100% tailored to you

Have you always wanted to speak Arabic but didn’t know where to start?
You’re in the right place! Whether you’re starting from scratch or looking to improve your current level, I’ll help you reach your goals step by step.

What do my classes include?
📚 Practical focus: Learn what you’ll actually use in real life
🗣️ Conversation from day one
🌍 Useful vocabulary for travel, work, or connecting with people around the world
🧠 Clear explanations of grammar and pronunciation
⏱️ Flexible scheduling (pick the time that suits you best)
💻 Online (from anywhere) or in-person (if nearby)
🎯 Extra materials, personalized feedback, and exercises tailored to your interests

For all levels and ages:
✅ Kids and teens
✅ University students
✅ Professionals and travelers
✅ Language and culture enthusiasts

Why learn Arabic with me?

I speak your language and understand your challenges
I use modern, motivating teaching methods
You’ll learn not just the language, but also the culture and Arab traditions
And most importantly: we’ll make learning fun and natural!

The best time to start is now—
And Arabic... you’re going to love it!
✨ مرحباً (Welcome!)

Youssef

4.85

(13)

Good morning !
This course is aimed at people who are looking for complete preparation for the TCF. My courses are tailor-made to achieve the highest level of your TCF. Oral and written comprehension, as well as writing, and finally exam simulations to be able to assess you.

Laroussi

4.85

(13)

*الهدف: فهم الذكاء الاصطناعي بلا خوف، استخدامه لتبسيط الحياة، وكشف الفخاخ الرقمية**

### **1: إزالة الغموض عن الذكاء الاصطناعي (ما هو بالضبط؟)**

* **الذكاء الاصطناعي ليس "روبوت الأفلام":** الفرق الجوهري بين الخيال العلمي والواقع العملي.
* **كيف يعمل (ببساطة):** تخيل "مكتبة عملاقة"؛ لقد قرأ الذكاء الاصطناعي مليارات الكتب ويستخدمها لتوقع تكملة جملة ما أو ابتكار صورة جديدة.
* **أين نستخدمه حالياً؟** المصحح اللغوي، مقترحات نتفليكس ويوتيوب، نظام الملاحة (GPS)، والمساعدات الصوتية مثل (سيري وأليكسا).

---

### **2: استخدام الذكاء الاصطناعي لتسهيل حياتك**

* **التحاور مع الذكاء الاصطناعي (ChatGPT, Claude, Gemini):**
* كتابة رسائل البريد الإلكتروني الرسمية أو الخطابات المعقدة.
* تلخيص المقالات الطويلة أو الوثائق الضخمة.
* تخطيط مسارات السفر أو ابتكار وصفات طعام من المكونات المتوفرة في الثلاجة.

* **الإبداع والذاكرة:**
* إنشاء صور مبتكرة لبطاقات المعايدة (عبر Midjourney أو DALL-E).
* ترميم وتلوين صور العائلة القديمة.

3: فن التحدث مع الآلة (مهارة الـ Prompt)**

* **أسلوب السياق:** لماذا عبارة "أعطني وصفة كعكة" أقل فعالية من "أنا أعاني من حساسية الجلوتين وسأستقبل 4 أشخاص، أعطني وصفة كعكة شوكولاتة بسيطة".
* **تقمص الأدوار:** تعلم أن تطلب من الذكاء الاصطناعي "تحدث كخبير سياحي" أو "أجبني كمهندس زراعي مختص".

4: الاحتياطات والتفكير النقدي (دليل النجاة)**

الهلوسة الرقمية":** فهم أن الذكاء الاصطناعي قد يقدم معلومات خاطئة بثقة تامة (لا تعتمد عليه أبداً في استشارة طبية أو قانونية دون تحقق).
حماية الخصوصية
عدم مشاركة بيانات حساسة (أرقام الهوية، كلمات المرور، تفاصيل البنك).
إدراك أن كل ما تكتبه قد يُستخدم في تدريب الأنظمة مستقبلاً.

كشف التزييف العميق (Deepfakes):**
كيفية تمييز الصور أو الفيديوهات المفبركة (التدقيق في تفاصيل اليدين، الانعكاسات الغريبة، أو الصوت المعدني).
* القاعدة الذهبية: التحقق عبر مقاطعة المصادر المختلفة.

5: الأخلاقيات والأثر (رؤية مستقبلية)**

حقوق الملكية:** لمن تعود ملكية الصورة التي أنشأها الذكاء الاصطناعي؟
الأثر البيئي:** استهلاك المياه والطاقة في مراكز البيانات الضخمة.
المستقبل:** هل سيحل الذكاء الاصطناعي محلنا أم سيكون مساعداً لنا؟

نصيحة إضافية:** بما أنك تستهدف منطقة الخليج، يفضل استخدام مصطلحات مثل "التحول الرقمي" (Digital Transformation) و"الابتكار" (Innovation) في مقدمة عرضك، فهي كلمات رنانة جداً لدى صناع القرار هناك.