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Discover the Best Private Computer Science Classes in Lyon

For over a decade, our private Computer Science tutors have been helping learners improve and fulfil their ambitions. With one-on-one lessons at home or in Lyon, you’ll benefit from high-quality, personalised teaching that’s tailored to your goals, availability, and learning style.

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17 computer science teachers in Lyon

Azzedine

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5.0

2 reviews

(2)

£21

60-min

/h

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Develop your expertise in Power BI and Business Intelligence: Create impactful dashboards and professional data visualizationsTranslate this text using Google Translate.

Develop your expertise in Power BI and Business Intelligence: Create impactful dashboards and professional data visualizationsTranslate this text using Google Translate.

Whether you're involved in finance, management, planning, project management, human resources, or perhaps an ambitious student looking to hone your professional dashboarding skills, you've come to the right place. If you're looking for a solution that goes beyond the limitations of Excel and PowerPoint, then you've come to the right place: allow me to introduce you to Power BI. With Power BI, I offer you much more than just a tool. It's a gateway to interactive reporting, efficient data management, and advanced analytics. Here's what I can offer you: - Expert creation and management of interactive reports. - Careful transformation and cleaning of data for maximum accuracy. - Use of powerful DAX formulas for advanced data analysis. - Creation of custom visualizations and impactful dashboards. - Secure sharing and publishing of your reports for seamless collaboration. -Automation of repetitive tasks with Power BI & Power Query. Whatever your specific needs—whether they relate to professional projects, studies, or personal aspirations—I'm here to offer you a tailor-made solution. Together, we'll create a program tailored to your goals, guiding you through every step of your learning journey. Whether you're a beginner looking to master the basics or an expert looking to deepen your knowledge of data analysis, I'm here to provide the expertise and support you need to succeed.

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Ammar

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£26

60-min

/h

Master AI, Machine Learning & Python Programming | Algorithms, Automation & Real ApplicationsTranslate this text using Google Translate.

Master AI, Machine Learning & Python Programming | Algorithms, Automation & Real ApplicationsTranslate this text using Google Translate.

Artificial Intelligence and programming become much easier when you understand the reasoning behind the algorithms—not simply memorize Python syntax or use AI tools as a black box. I am a PhD-qualified engineer, university professor, researcher, programmer, and multidisciplinary tutor with more than 30 years of experience across teaching, technical training, engineering, information systems, quantitative analysis, research, data mining, programming, and intelligent knowledge-based systems. This class provides a structured and personalized pathway for beginners, school and university students, researchers, engineers, professionals, career changers, and adult learners. Depending on your goals, we can focus on Python programming, computational problem solving, automation, machine learning, artificial intelligence, or a coherent progression connecting them. PYTHON PROGRAMMING & COMPUTATIONAL THINKING • Python installation and development environments • Variables, data types, operators, and expressions • Input, output, and program flow • Conditional statements and decision making • For loops and while loops • Functions, parameters, return values, and scope • Strings and text processing • Lists, tuples, sets, and dictionaries • File handling and data input/output • Error handling and exceptions • Modules, packages, and reusable code • Object-oriented programming • Algorithms and computational problem solving • Debugging and systematic error correction • Code organization, readability, and good programming practices SCIENTIFIC COMPUTING, DATA & AUTOMATION • NumPy for numerical computing • pandas for structured data manipulation • matplotlib for visualization • Scientific and engineering calculations • Automation of repetitive tasks • Data processing workflows • Working with files and external data • Introduction to APIs when relevant • Python and SQL workflows • Research and quantitative applications • Project development from idea to working solution MACHINE LEARNING • Foundations of machine learning • Supervised and unsupervised learning • Regression and classification • Clustering and pattern discovery • Decision trees and rule-based approaches • Feature selection and data preparation • Training, validation, and testing • Model evaluation and performance metrics • Overfitting and underfitting • Bias, variance, and generalization • Model comparison and interpretation • Predictive modelling and data mining • Neural-network foundations ARTIFICIAL INTELLIGENCE & INTELLIGENT SYSTEMS • Foundations and major branches of Artificial Intelligence • How intelligent systems represent, classify, predict, and support decisions • Knowledge representation concepts • Ontologies and structured knowledge • Rule-based reasoning and expert-system foundations • Intelligent decision-support systems • Generative AI and large language model concepts • Prompt design and effective AI-assisted workflows • AI limitations and hallucinations • Bias, privacy, ethics, and responsible AI • Applications in engineering, research, business, education, and professional decision making Depending on your goals, practical work may involve Python, NumPy, pandas, matplotlib, relevant machine-learning libraries, Weka, SPSS Modeler, structured datasets, or modern generative-AI tools. My teaching approach follows a clear progression: understand the problem → design the logic → represent and prepare the data → write or select the method → test it → evaluate the output → debug or improve it → interpret the result → apply it responsibly I do not simply provide finished code, demonstrate isolated commands, or recommend an AI model because it is popular. I help you understand why a method works, what assumptions it makes, when it should be used, how to evaluate its results, where it may fail, and how to improve the solution. We can work with your course syllabus, programming exercises, existing code, error messages, dataset, research problem, AI project, automation task, engineering application, model output, or professional use case. Whether you are writing your first Python program, preparing for a university course, debugging a project, automating a professional task, learning machine learning, or exploring advanced AI applications, I will adapt the sessions to your level, objectives, and pace. My goal is to help you become an independent computational problem solver who can understand, build, evaluate, and apply intelligent solutions—not merely copy code or use AI tools without understanding them.

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Raouf

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5.0

5 reviews

(5)

£30

60-min

/h

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Artificial intelligence for seniors and the use of basic softwareTranslate this text using Google Translate.

Artificial intelligence for seniors and the use of basic softwareTranslate this text using Google Translate.

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?

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Vincent

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4.0

1 reviews

(1)

£20

60-min

/h

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Cambridge IGCSE / GCSE /A-Levels / O-Levels / Checkpoint in Computer Science & Information Technology (ICT)Translate this text using Google Translate.

Cambridge IGCSE / GCSE /A-Levels / O-Levels / Checkpoint in Computer Science & Information Technology (ICT)Translate this text using Google Translate.

With over seven years of experience in teaching Computer Science & Information Technology (ICT), I have developed a strong expertise in delivering high-quality education across multiple internationally recognized curricula, including Cambridge IGCSE, GCSE, A-Levels, O-Levels, and Checkpoint. My passion lies in equipping students with coding, cybersecurity, and digital literacy skills, ensuring they are well-prepared for the evolving demands of the digital world. Expertise & Teaching Areas: ✅ Programming & Software Development: Python, Java, C++ ✅ Cybersecurity: Ethical hacking, data protection, network security ✅ Digital Literacy: ICT applications, online safety, cloud computing ✅ Data Science & AI: Data analysis, machine learning fundamentals ✅ Web Development: HTML, CSS, JavaScript Curriculum & Pedagogical Experience: 🔹 Cambridge IGCSE & GCSE ICT & Computer Science – Teaching core and extended syllabi, focusing on programming logic, databases, and networking. 🔹 Cambridge A-Levels & O-Levels Computer Science – Preparing students for advanced computing concepts, problem-solving, and algorithm development. 🔹 Cambridge Checkpoint ICT – Building foundational skills in digital technology and computer applications. Professional Impact: 📌 Mentored students to achieve top grades in Cambridge ICT & Computer Science exams. 📌 Developed interactive lesson plans integrating real-world applications of technology. 📌 Conducted coding boot camps and cybersecurity workshops to enhance practical learning. 📌 Guided students in project-based learning, including app development and website design. With a strong commitment to student-centered learning and technological innovation, I am dedicated to shaping future tech leaders and empowering learners with skills relevant to careers in technology, data science, and software development.

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Robert

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4.7

27 reviews

(27)

£36

60-min

/h

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Excel lessons, at your place, at my place or remotely, at your best convenience!Translate this text using Google Translate.

Excel lessons, at your place, at my place or remotely, at your best convenience!Translate this text using Google Translate.

As a Franco-Belgian management teacher, I give Excel lessons with passion! 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 Do not hesitate to contact me to organize your lessons according to your needs and availability. Together, we will develop your Excel skills in an efficient and personalized way.

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Our students from Lyon evaluate their Computer Science teacher.

To ensure the quality of our Computer Science teachers, we ask our students from Lyon to review them.

Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.8 out of 5 based on 67 reviews.

Baia was instrumental in helping my daughter prepare for the OMPT-F exam. From the very first lesson, she was organized, knowledgeable, and focused on the areas that mattered most for success on the test. What sets Baia apart is her ability to explain complex mathematical concepts in a simple, structured way while building confidence at the same time. Her engineering background gives her a deep understanding of mathematics and allows her to explain not only how to solve problems, but also why the concepts work. She provided targeted practice materials, mock exams, and clear guidance on the key topics that carried the highest impact. Baia was always responsive to questions between lessons and consistently went above and beyond to ensure my daughter was fully prepared. Thanks to her support, my daughter developed a much stronger understanding of mathematics and a more positive attitude toward the subject. She now approaches challenging problems with far more confidence than before. I highly recommend Baia to anyone preparing for the OMPT exams, university mathematics, or looking for a patient, knowledgeable, and highly effective math tutor.

Azzedine truly stands out as a remarkable instructor! Despite the short notice, he displayed remarkable consideration for our hectic timetable, ensuring to carve out time to equip me with Excel and Power BI skills for the assessment. A heartfelt thank you, Azzedine, for your exceptional teaching methods. I highly endorse Azzedine as your go-to teacher!

We are happy with Mr Robert , now we have him frequently for our kids

To ensure the quality of our Computer Science teachers, we ask our students from Lyon to review them.

Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.8 out of 5 based on 67 reviews.

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