This Python class is designed for anyone interested in learning programming, regardless of their previous experience or background. You will learn Python from the basics, starting with variables, data types, operators, conditions, loops, functions, and data structures. As you progress, you will also learn how to work with files, handle errors, and build practical programs. The class focuses on understanding programming concepts through simple explanations, examples, and hands-on practice. Whether you are a complete beginner, a student, a professional, or simply curious about coding, this class will help you build a strong foundation in Python programming.

Data Mining Algorithms and Techniques Training Course - Beginner and Intermediate Level, for Computer Science Professionals and Non-Professionals. The course content is titled: Advanced Analysis and Data Mining. The book can be searched for using its name or the author's name. Table of Contents Chapter 1: Introduction to Advanced Analysis and Data Mining 1-1 What is data mining, its procedures and tools 1-2 What type of data is mined? 1-3 What are databases? 1-4 Relational Database 1-5 Query Language 1-6 Benefits of Database Mining 1-7 months data mining applications A - Business Intelligence (Business Intelligence) B - Internet search engines Chapter Two: Data Recognition 2-1 Data Types, Characteristics, and Features 2-2 Statistical Description of Data 2-3 Visualization of Data 2-4 Measuring data similarity and difference Chapter Three: Preparing Data for Analysis and Mining 3-1 The importance of preparing data for analysis and mining 3-2 Data Cleanup 3-3 Data Integration 3-4 Data Reduction 3-5 Data Transformation and Data Individualization Chapter Four: Pattern Discovery and Exploration, Dependency and Correlation Rules 4-1 Basic Concepts 4-2 Shopping basket analysis (example) 4-3 Evaluating the dependency and correlation rules being explored 4-4 Mining Multi-Level Dependency and Linkage Rules 4-5 Mining multidimensional dependency and correlation rules 4-6 Rules of nominal and quantitative dependency and correlation 4-7 Exploring and identifying rare and negative patterns 4-8 Exploring and Determining the Rules of Dependency and Conditional Linkage 4-9 Evaluating dependency and correlation rules and distinguishing between useful and unhelpful ones 4-10 Measuring the type and strength of the relationship in dependency and correlation rules 4-11 Applications of pattern mining in practical life Chapter Five: Analysis and Mining Using Classification and Prediction Algorithms 5-1 Basic Concepts 5-2 Classification using decision tree extrapolation 5-3 Classification using probability theory (hypothetical theory) 5-4 Classification using hypothetical network theory 5-5 Classification using correlation rules extrapolation 5-6 Classification using neural network algorithm 5-7 Classification using the nearest neighbor algorithm 5-8 Multi-category classification algorithms 5-9 Evaluating the efficiency and selection of classification algorithms Chapter Six: Analysis and Mining Using Cluster Hashing Algorithms 6-1 Basic Concepts 6-2 Clustering by Division 6-3 Hierarchical Clustering A. Hierarchical clustering b. Hierarchical fission 6-4 Probability Clustering 6-5 High-Dimensional Clustering 6-6 Clustering of graphs and network data 6-7 Conditional Clustering 6-8 Cluster Segmentation Assessment Chapter Seven: Analyzing and Mining Outliers and Complex Data Types 7-1 Basic Concepts 7-2 Types of extreme values 7-3 Ways to Explore Extreme Values 7-4 Complex Data Analysis and Mining Chapter Eight: Planning Data Mining Operations and Their Applications in Society 8-1 Planning Data Mining Operations 8-2 Data Mining in the Community 8-3 Data mining applications in vital areas of society 8-4 Practical Application: Recommendation System Usage Scenario Appendix 1: Database Fundamentals Appendix 2: Data Warehouse Fundamentals Appendix 3: Glossary of Data Mining Terms

I specialize in tutoring programming and computer science for university students and aspiring developers. Drawing from my practical experience as a Software Engineer at companies like Cloudflare, my goal is to help you build a solid foundation without feeling overwhelmed. The focus is to transition from academic theory to real-world application by working together on practical mini-projects. This class is for aspiring software engineers who want to bridge the gap between university and the tech industry. You'll learn how to write clean code, master technologies like Java, Python, React, or Docker, and leverage AI tools to optimize your studies. If you are struggling with complex concepts like distributed systems or algorithms, don't worry; I specialize in breaking them down into simple, digestible steps.

I offer mathematics courses adapted to all levels, from middle school to scientific preparatory classes (MPSI/MP), for the Tunisian and French systems. Middle school: strengthening of basic skills, methodology, preparation for tests and the national diploma. High school: algebra, analysis, geometry, preparation for the baccalaureate (maths specialization) and for exams in the Tunisian system. Preparatory cycle (MPSI/MP): support for DS, DM, practice exams, preparation for competitions (national Tunisian and French, CNC), correction of copies and writing methodology specific to the requirements of the competitions. My teaching method is based on the guided resolution of classic problems and the identification of recurring errors — the approach I also develop on my YouTube channel [link], where I correct in detail typical prep school exercises. Online or in-person courses, available in French.

Learn Python by actually building things. Whether you're starting from zero, studying computer science, or already know the basics and want to become more confident, I'll help you learn Python through practical exercises and real projects. We can work on: • Python fundamentals • Variables, conditions, loops and functions • Lists, dictionaries and object-oriented programming • Working with files and APIs • Automation and useful scripts • Debugging and understanding existing code • Building small projects for your portfolio • Introduction to AWS and cloud projects I adapt the lessons to your current level and goals. You can also bring your own exercises, university assignments or personal projects and we can work through them together. The goal isn't just to memorize Python syntax — it's to understand how to use it to solve real problems.

Teaching python to beginners! In these classes, you will learn the basics of python programming, functions, lists, sets, and much more with practice assignments and assessments... I have experience in teaching python to university peers.

The teaching approach is student-centric. We start with a quick introductory meeting to set some learning goals. Usually during the lesson I deliver some theory and then get practical with exercises and real-world examples. Use of screen sharing, pair programming and collaborative tools come into great advantage. Looking forward to hear from you!

As a senior computer science professor with over 19 years of experience, I offer courses tailored to students, beginners, and professionals. You will learn computer science, programming, SQL and NoSQL databases, as well as the main concepts of artificial intelligence. The courses are based on clear explanations, concrete examples, and practical exercises. The content is adapted to your level and objectives, whether you want to learn, prepare for an exam, complete a project, or improve your skills.

I'm a third-year Computer Science student at Maastricht University, and I sat AQA GCSE Computer Science myself in 2024. Because it wasn't that long ago, I still remember what it feels like to prepare for the exams, get stuck on certain topics and wonder exactly what an exam question is asking for. My main goal is to make Computer Science feel as clear and stress-free as possible. I want students to leave lessons feeling more confident about the subject and knowing exactly what they need to work on next. Lessons are always adapted to the student. We can work on theory, programming, algorithms, exam-style questions, revision, or simply spend time going over a topic that hasn't fully clicked yet. I like to explain things step by step and at the student's pace, then use examples and practice questions to make sure they genuinely understand it. Since taking my GCSE, I've continued studying Computer Science at university, including programming, algorithms, computer systems, cybersecurity, machine learning and software development. I also prepare lessons around the current AQA specification and exam requirements. Whether you want to catch up, improve your exam technique, raise your grade or simply feel more confident with Computer Science, I'm happy to help.

This course is for students just starting out in CS. We'll cover programming (Python), some algorithms, data representation, basic computer architecture, networks, and databases built step by step so the fundamentals actually stick before exams or university coursework get harder. Lessons are hands-on: meaning we'll solve problems together and focus on the areas students usually get stuck on, like tracing algorithms or writing your first working programs. We'll prepare thoroughly for final examinations so you can see the best results.

I specialize in tutoring programming, data structures, and computer organization for university students and enthusiastic beginners. Drawing from my daily work as a backend software engineer, my goal is to help you understand not just how to write code, but how the computer actually executes it. We will cover programming fundamentals in languages like C, C++, or Python, while exploring CPU architecture and memory management under the hood. We will also dive deeply into data structures such as linked lists, binary trees, and hash tables where my focus is ensuring you grasp the core theory and logic behind them, not just the code implementations. Having previously tutored mathematics, I know how to break down complex technical topics so you stay challenged but never overwhelmed. I assign hands-on coding exercises during and after every lesson to ensure you build practical, real-world engineering skills.

This class is designed for beginners and students who want to build a strong foundation in Computer Science and programming. You'll learn fundamental concepts of programming, computational thinking, problem solving, algorithms, and basic web development in a simple and practical way. We’ll focus on understanding concepts rather than memorizing them. Through examples, exercises, and hands-on practice, you’ll gradually develop the logic and confidence needed to write code and solve programming problems. Whether you're completely new to coding or looking to strengthen your existing fundamentals, this class will help you learn step by step and build a solid foundation for further study in Computer Science.

Learn Python programming with a senior software engineer and experienced educator. This class is designed for students who want to start programming from zero or improve their existing Python skills. You will learn programming fundamentals, problem-solving techniques, object-oriented programming, and how to build real-world projects step by step. With more than 27 years of software development experience and more than 21 years of teaching students of different ages, I focus on making programming simple, practical, and enjoyable. Topics can be customized based on the student's goals: * Python basics and programming fundamentals * Variables, conditions, loops, functions * Data structures (lists, dictionaries, sets, tuples) * Object-oriented programming (OOP) * File handling and working with data * Algorithms and problem-solving * Building practical Python projects * Preparing for school, university, or professional programming Suitable for beginners, teenagers, university students, and adults who want to learn programming.

Computer Science & Mathematics Tutoring I offer personalized tutoring in Computer Science and Mathematics for students from high school / Gymi level. Whether you're struggling with a specific concept, preparing for an exam, or want to get ahead in your coursework, I tailor each session to your goals and pace. Subjects covered: Mathematics: algebra, calculus, linear algebra, statistics & probability, discrete math Computer Science: programming fundamentals , data structures & algorithms. Exam preparation: Matura / Gymi entrance exam My approach: I focus on building real understanding, not just memorizing steps — working through problems together, explaining the "why" behind concepts, and giving you practice tailored to where you're stuck. Sessions are structured around your specific coursework or goals, whether that's homework help, exam prep, or learning a topic from scratch. Background: I'm a 2nd year student in Computer Science at ETH Zurich. Format: Online sessions via Zoom, with a shared whiteboard/screen-share for working through problems live. Flexible scheduling, and I'm happy to do a short intro call first to make sure it's a good fit.

Best programming practices including AI techniques and testing. Languages include python, javascript and typescript. C/C++ and Java. Advanced topics like design patterns and full stack development ( web + mobile). Alongside with git and github.

Teaching Python or JavaScript Programming Language for Beginners and tutoring the students on how to endure to self learning tools for successful career jobs. I will teach the basics tools and skills to start programming language, (5-15 yr)

This hands-on training pathway is designed to help students kickstart any project, specifically tailored for OT labs and industrial applications. Starting from absolute scratch, students will build a strong foundation in Python programming through practical, industry-relevant concepts. Curriculum Outline: | 01 - Python Environment Setup & Basics | 02 - Python Variables, Numbers, Bytes & Hex | 03 - Control Flow Logic Functions | 04 - Data Structures (Lists, Tuples, Dictionaries & Sets) | 05 - String Formatting, Comprehensions & Exception Handling | 06 - File IO, Pathlib & Context Managers | 07 - Object-Oriented Programming (Classes & OOP) | 08 - Standard Library, Modules & Networking Basics | Assessment & Evaluation: Students will take a mini-test after the completion of each module. Additionally, an Audit & Performance Evaluation report will be sent following the tests. Duration: 5 days to 15 days (depending on the pace of the cohort)

I provide personalized tutoring designed to help students build confidence, improve academic performance, and achieve their learning goals. My lessons are engaging, interactive, and tailored to each student's learning pace. I offer support in Mathematics, Physics, Chemistry, Biology, English Language, Microsoft Excel, Computer Science, Artificial Intelligence fundamentals, Python programming, and other ICT-related skills. Whether you're preparing for school examinations, international exams, or looking to develop practical digital skills, my classes focus on making learning simple, effective, and enjoyable.

Learn how to build modern websites using practical web development skills together with AI-assisted coding tools. This class is designed for beginners and intermediate learners who want to create real websites without being overwhelmed by complicated programming concepts. Depending on your experience and goals, we can cover HTML, CSS, JavaScript, responsive web design, GitHub, AI-assisted coding, Next.js basics, domain setup and deploying websites online using platforms such as Vercel. You will learn by building practical projects rather than only studying theory. I can also help you understand how to use AI coding assistants effectively: how to give clear instructions, review generated code, identify problems and improve a website step by step. Classes can be adapted to your level. Whether you want to build your first personal website, create a business website, understand modern web development or learn how AI can assist you with coding, we can create a learning plan around your goals. No previous coding experience is required for beginner lessons.

Are you looking to learn programming from scratch or improve your coding skills? I am a software engineer with over 7 years of professional experience and currently pursuing a Master’s degree in Computer Science in Switzerland. I offer personalized lessons in Java, Python, SQL, Object-Oriented Programming, Data Structures, Algorithms, Web Development, and Software Engineering. Whether you are a beginner, university student, or professional looking to improve your skills, I will adapt the lessons to your goals and learning pace. My lessons include practical coding exercises, real-world examples, interview preparation, debugging techniques, and project guidance to help you build confidence and succeed

A beginner's guide to R programming. No prior coding experience required. Focuses on statistics in environmental science. Research- and development-oriented. Includes many practical exercises. Work at your own pace. Affordable. Enjoyable.

Do you want to learn to program or develop your own applications? This course is designed for beginners, students, and professionals who want to acquire practical skills in software development. During the training, you will learn to: - Understand the basics of programming. - Develop websites using HTML, CSS and JavaScript. - Designing mobile applications with Flutter. - Use Firebase (authentication, Firestore database and storage). - Create modern and professional interfaces. - Deploy and test your applications. - Apply the best practices used in the professional world. The lessons are tailored to each student's level and alternate between theoretical explanations, practical exercises, and the completion of concrete projects. My goal is to enable you to acquire skills directly applicable to your studies, work, or personal projects.

Have you always wanted to learn programming but didn't know where to start? This course is designed for complete beginners as well as students with some programming experience who want to build a strong foundation in Python. We'll start with the basics, including variables, data types, operators, conditions, loops, functions, and object-oriented programming. As you progress, you'll work on practical coding exercises and real-world mini projects that help you apply what you've learned. My teaching style focuses on understanding concepts rather than memorizing syntax. Every topic is explained in a simple, step-by-step manner, with plenty of examples and hands-on practice. You'll have opportunities to ask questions, solve coding challenges, and receive guidance whenever you get stuck. By the end of the course, you'll be confident writing Python programs, solving programming problems, and building projects. Whether you're learning Python for school, university, career growth, or personal interest, this course will provide you with the skills and confidence to continue your programming journey.