

He's the ultimate teacher. Quality of the profile, excellence of the diploma, guaranteed response. Ammar will carefully organize your first Software lesson.
Ammar
He's the ultimate teacher. Quality of the profile, excellence of the diploma, guaranteed response. Ammar will carefully organize your first Software lesson.
- Rate €18
- Response 2h
-
Students50+
Number of students Ammar has accompanied since arriving at Superprof
Number of students Ammar has accompanied since arriving at Superprof

€18/h
1st lesson free
- Software
- Machine learning
Master Machine Learning, AI, Python and Predictive Modelling with a PhD Engineer and Professor | 25+ Years’ Expertise | Beginner to University, Research and Professional Levels
- Software
- Machine learning
Lesson location
Ambassador
One of our best tutors. Quality profile, experience in their field, verified qualifications and a great response time. Ammar will be happy to arrange your first Software lesson.
About Ammar
I am a multidisciplinary educator, researcher, engineer, trainer, and consultant with more than 25 years of experience in research, technology, professional training, and applied problem solving.
My academic background includes a Bachelor’s degree in Engineering, a Master’s degree in Management Information Systems, and a PhD in Knowledge Management and Artificial Intelligence. This combination allows me to connect AI theory with data, information systems, research, engineering, business, and real decision-making contexts.
Over the years, I have completed hundreds of research and technical projects and supported or supervised hundreds of university learners, researchers, and professionals. I am experienced in translating complex technical ideas into clear, structured explanations adapted to different backgrounds and levels.
For Artificial Intelligence specifically, I combine conceptual foundations with machine learning, model evaluation, knowledge representation, symbolic AI, and applied intelligent-system reasoning. Depending on the objective, I can work with tools and approaches involving Python-based AI workflows, Weka, Prolog, OWL, Lisp, ChatGPT, prompt engineering, and modern Generative AI concepts. I emphasize critical evaluation, limitations, and responsible use - not merely obtaining an impressive-looking output.
I teach in English, French, and Arabic and adapt my explanations to the learner’s academic background, profession, technical confidence, software environment, and goals.
About the lesson
- Primary
- Junior Cycle
- Transition Year
- +11
levels :
Primary
Junior Cycle
Transition Year
Adult education
Master's degree
Beginner
Intermediate
Advanced
Professional
Kids
Doctorate degree
Other
Fifth Year
Sixth Year
- French
- English
All languages in which the lesson is available :
French
English
Artificial intelligence becomes much easier when you understand what a model is doing, why a method is appropriate, how it learns from data, how performance should be evaluated, and where its limitations begin. My lessons are built around that principle: understand the reasoning first, then connect it to models, tools, and real applications.
I support university and college students, graduate researchers, professionals, managers, and motivated learners who want structured guidance in artificial intelligence, machine learning, predictive modeling, Generative AI, ChatGPT, prompt engineering, and intelligent systems.
Depending on your goals, we can work on:
• Artificial intelligence foundations: intelligent agents, problem framing, search, reasoning, and the relationship between AI, machine learning, deep learning, and Generative AI
• Supervised learning: regression and classification from a predictive-modeling perspective
• Unsupervised learning: clustering, dimensionality reduction, pattern discovery, and representation concepts
• Data preprocessing for models, feature selection and engineering, training/validation/test design, and prevention of data leakage
• Overfitting and underfitting, bias-variance reasoning, regularization concepts, hyperparameter tuning, and cross-validation
• Model evaluation: confusion matrix, accuracy, precision, recall, F1 score, ROC-AUC, calibration, regression metrics, and selecting metrics that match the real objective
• Model selection and comparison, baselines, error analysis, interpretability, explainability, and defensible conclusions
• Neural-network and deep-learning foundations when relevant to your level or course
•Natural language processing, computer vision, recommendation, and other AI application areas at the appropriate conceptual or applied level
• Generative AI and large language model foundations: tokens, context, embeddings, hallucinations, retrieval concepts, model limitations, and responsible use
• ChatGPT and prompt engineering: clear task definition, context design, constraints, examples, structured outputs, iterative refinement, evaluation, and workflow integration
• Symbolic AI, knowledge representation, expert systems, rules, ontologies, Prolog, OWL, Lisp, and related approaches when relevant
• Applied AI workflows using appropriate tools such as Python-based environments, Weka, notebooks, or other platforms when the learning objective requires them
• Responsible AI: bias, privacy, transparency, validation, human oversight, ethical risks, and the difference between persuasive output and reliable evidence
Every session is adapted to your actual objective. We may use your course notes, syllabus, model output, research question, professional use case, AI tool, or carefully designed examples. I explain concepts visually, numerically, conceptually, and through practical scenarios so that you can connect theory to application.
My goal is not to make you dependent on a particular AI tool or library. I want you to understand the logic of the system, recognize weak assumptions and common failure modes, evaluate outputs critically, and become progressively independent.
Recommendations
Recommendations come from relatives, friends and acquaintances of the teacher
You are my ideal . You are a great leader, honestly you are the best.
I met professor Ammar in University and I have never seen someone so kind, charismatic, encouraging, has effective classroom management strategies, and solid knowledge of the subject matter or the field. Promotes positive learning experiences, attitudes, engagement and motivation. Whenever we faced a problem or a difficulty with something we would always go to professor Ammar and we he would always listen and help us in a heartbeat. I feel proud that I got to meet such an inspirational professor in my life that I will never forget.
Exceptional skills and understanding. Making it easy to grasp the knowledge and content of the course. Will go above an beyond to make sure you fully understand.
I just want to say thank you, for being a teacher who cares about what we learn and who we are becoming.
You’ve encouraged us to grow as students, and you’ve remembered we are growing as people, too, delivering your instruction with love and warmth and caring, somehow, you made even the hardest times fun.
Thank you, for making our days at college way much easier.Professor Ammar Explains information in an easy-to-understand manner Which makes the lessons easy for the student. In addition to his cheerful spirit and answering questions, and answering them clearly and simply
Ammar first is a great person and sincere.
When he is tutoring I like the way of his examples to make easy to understand the topic (Math in my case).
He was able to understand my problem and able to help me solve the problem. I would recommend him.
Dr. Ammar is wonderful, but more than wonderful
Best PROf in the world
Dr. Ammar, is one of the most important and greatest professors I have ever met. I have known him for more than 6 years. Skilled in providing consultancy in various disciplines. He has important knowledge and skills in the field of management, technology and many specializations. I had several trainings with him. I am proud to know him. It was a wonderful opportunity and every year I see him adding new knowledge to his sciences. Encyclopedia of knowledge and science.
Julian AliHe is the best teacher. He taught me business administration, management and organization, and he taught me programming and graphic design. He is the best teacher
A real Guru in Business and technology , one of the best mentors any one could ever have ,very helping , caring and supportive . Always keeping his students updated and sharing valuable knowledge with them .
Dr. Ammar has wealth of knowledge in management especially project management.
He gets the student engaged intova comprehensive understanding about the concept at a strategic level of mangement.
He has a very good manner in giving the lesson in a systematic approach.
I have learnt a lot from Dr. Ammar. He has been my first professional guide in IT studies and researches and many other subjects. He is a creative and an out-of-the-box thinker. I enjoyed learning and working with him. I always wish him all the best.
I have attended many training sessions in different subjects with Dr. Ammar, and I benefited a lot. He explains in details all you need to know and more which allows you to master the application or the software.
View more recommendations
Rates
Rate
- €18
Pack prices
- 5h: €92
- 10h: €185
online
- €18/h
travel fee
- + €10
free lessons
The first free lesson with Ammar will allow you to get to know each other and clearly specify your needs for your next lessons.
- 1hr
Details
Getting started: You may begin directly with a paid tutoring session when the topic and objective are already clear. If you prefer to discuss your needs first, we can have a brief free Zoom meeting - together with a parent or guardian when relevant - to clarify the level, goals, and best learning plan. No booking or payment is required for this introductory meeting;
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