Algorithms Course - Master the Basics and Advanced Techniques

Online Course: Basic Concepts of Algorithms and Data Structures Duration : - 60 minutes: condensed format to introduce fundamental concepts with targeted exercises. - 90 minutes: extended format to explore concepts in depth, solve complex problems, and include an interactive question-and-answer session. --- General description This course is designed for students and professionals who are new to computer science, as well as those who want to solidify their foundation in algorithms and data structures. It provides a clear and practical introduction to the essential tools for solving problems effectively, by learning how to design and analyze algorithms. Whether you are preparing for an exam, a technical interview, or want to improve your programming skills, this course will guide you in understanding theoretical concepts and their practical application. --- Educational objectives At the end of the course, participants will be able to: 1. Understand the fundamental concepts of algorithms: sorting, searching, time complexity. 2. Master key data structures: arrays, lists, stacks, queues, trees, and graphs. 3. Solve problems by choosing appropriate data structures and algorithms. 4. Analyze and optimize the performance of algorithms. --- Course syllabus 1. Introduction (5-10 min) - Presentation of the objectives and concepts covered. - Importance of algorithms and data structures in computer science. 2. Fundamental concepts (20-30 min) - Definitions and roles of algorithms and data structures. - Temporal and spatial complexity: basic notions (Big O). - Basic data structures: arrays, lists, and dictionaries. 3. Practical application and examples (30-40 min) - Simple sorting implementation (insertion sort, bubble sort). - Search example (linear search, binary search). - Manipulation of stacks and queues through practical exercises. - Bonus for the 90 min format: Exploration of trees and graphs (simple example of a route). 4. Q&A and conclusion (5-10 min) - Review of the concepts covered. - Tips for continuing to practice and progress. - Suggestions for personal projects to apply the knowledge acquired. --- Teaching methodology - Interactive learning: a combination of theoretical explanations and practical applications. - Concrete examples: each concept is illustrated by practical cases and guided exercises. - Adaptation to needs: the courses are adjusted to the level and objectives of each participant, with a focus on the most relevant aspects. --- Target audience This course is aimed at: - Computer science students wishing to strengthen their mastery of the basics before exams or projects. - Programming beginners who want to understand the essential mechanisms behind problem solving. - Professionals preparing for technical interviews or seeking to improve their understanding of algorithms. --- Benefits of this online course - Personalized support from an experienced trainer. - Educational materials and practical exercises accessible after the session. - Flexible hours to fit your schedule. - Progressive approach to facilitate learning, even for beginners. Develop your skills in algorithms and data structures today to efficiently solve the complex problems of tomorrow! ---

Do you want to learn programming but don't know where to start? Are you a beginner looking for clear explanations, or do you want to improve your coding skills with personalized support? This private tutoring program is designed to help you master Python, one of the most versatile and easy-to-learn programming languages. Through a step-by-step approach, interactive exercises, and hands-on projects, you'll gain the confidence and skills to write code effectively and solve real-world problems. 💡 Why Choose this Program? With these personalized courses, you will: - 🚀 Learn at your own pace – Whether you’re a complete beginner or want to refine your skills, lessons adapt to your level. 🎯 Master the fundamentals – Understand key concepts like variables, loops, functions, and object-oriented programming. 🏗️ Complete hands-on projects – Work on real-world coding exercises, from simple scripts to mini-apps. 🐍 Develop problem-solving skills – Learn how to break down complex tasks and write efficient code. 🎓 Prepare for exams, jobs or personal projects – Whether you are a student, professional or enthusiast, Python is an essential skill. 💻 Get live support – Get real-time feedback, coding tips, and answers to your questions. This interactive, hands-on learning experience ensures you understand Python while having fun coding! 📚 What Will You Learn? This program covers everything you need to become comfortable with programming in Python: ✅ Python Basics (Great for Beginners) Introduction to Python and installation of the development environment 🖥️ Variables, data types and user input 🔢 Operators and expressions 🧮 Conditional structures (if-else) and loops (for, while) 🔄 Writing and calling functions 🏗️ 🚀 Intermediate Concepts (To Go Further) Lists, Tuples, Dictionaries – Understanding Data Structures 📊 File Management – Reading and Writing Files 📄 Exception Handling – Making Your Code More Robust ⚠️ Introduction to modules and libraries 🏛️ 🎯 Advanced Concepts (For the More Ambitious) Object-Oriented Programming (OOP) – Classes, Objects, Inheritance 🏗️ Recursion and algorithm design 🧠 API and Web – Connecting Python to the web 🌐 Introduction to Databases – Storing and Retrieving Data 🗄️ 🎨 Practical Projects & Applications Creating simple games 🎮 Automation of repetitive tasks 🔄 Data analysis with pandas 📊 Web scraping and working with APIs 🌍 Introduction to Artificial Intelligence and Machine Learning 🤖 (optional for advanced learners) 🎯 An Interactive and Fun Learning Experience Live Online Classes – Learn from home with interactive sessions via screen sharing. Tailor-made lessons – Content adapts to your level for an effective and personalized learning journey. Practical exercises and projects – Less theory, more practice! Learn with real-world examples. Caring and motivating environment – No pressure, no judgment: progress at your own pace. Practical application – Each concept learned is applied immediately through exercises and mini-projects. 🔔 For Who? This program is ideal for: ✅ Complete beginners – If you’ve never written a line of code, no worries! The lessons start from scratch. ✅ Students – To prepare for programming courses, computer science exams or competitions. ✅ Self-taught – If you want to add Python to your skillset, this course offers you structured support. ✅ Professionals and people in retraining – Python is a sought-after skill in data science, automation and web development. ✅ Tech Enthusiasts – Curious to learn code? This course makes learning Python both fun and useful. 🚀 Ready to Embark on Your Python Adventure? Join the "🐍 Personalized Private Lessons – 💻 Learn to Code and Program in Python!" Gain the skills and confidence to write clean, efficient, and powerful code. Sign up today and take your first steps into the exciting world of Python programming! 🔥

💻 Introduction à la programmation Python et algorithmique Titre complet : Programmation Python et initiation à l’algorithmique pour débutants et lycéens (niveau lycée & universitaire) (Enseignement 100 % à distance — pour lycéens, étudiants, débutants ou adultes en reconversion) La programmation est aujourd’hui une compétence essentielle, que ce soit pour les études, les projets personnels ou le monde professionnel. Mais lorsqu’on débute, il est facile de se sentir perdu face aux lignes de code ou aux logiques informatiques qui semblent complexes. C’est justement là que j’interviens ! Avec une approche progressive, bienveillante et structurée, j’aide les élèves à prendre en main Python — l’un des langages les plus accessibles et puissants — tout en découvrant les bases de l’algorithmique de manière simple et concrète. Mon objectif est de transformer l’appréhension du code en curiosité et plaisir d’apprendre, et de poser des bases solides pour que chaque élève progresse avec confiance. 🎯 Objectifs du cours Apprendre les fondamentaux de la programmation Python en partant de zéro. Développer des réflexes logiques et algorithmiques. Comprendre et construire des programmes simples mais utiles. Donner goût à la programmation à travers des projets accessibles et concrets. 📚 Contenu du cours ✔ Les bases de Python – Syntaxe, indentation, commentaires – Variables, types de données (nombres, chaînes, listes...) – Conditions (if, elif, else) – Boucles (for, while) – Fonctions simples – Notions de modules et bibliothèques ✔ Algorithmique pour débutants – Comprendre ce qu’est un algorithme – Écriture en pseudo-code et en Python – Algorithmes de tri (tri à bulles, par insertion...) – Recherche d’éléments dans une liste – Premiers pas avec la récursivité – Optimisation et complexité simple ✔ Premiers projets pratiques – Création de mini-jeux (ex. : devine le nombre, pierre-feuille-ciseaux) – Calculatrice simple ou convertisseur d’unités – Automatisation de tâches de base (par exemple : tri automatique d'une liste d’élèves) – Petits projets personnalisés selon les centres d’intérêt de l’élève 🧭 Déroulement des séances 1️⃣ Évaluation du niveau et des objectifs (initiation complète, renforcement, préparation à un concours ou un projet). 2️⃣ Plan de progression sur mesure, avec des notions abordées étape par étape. 3️⃣ Alternance théorie/pratique pour développer rapidement l’autonomie. 4️⃣ Exercices, mini-défis et projets pour appliquer chaque notion apprise. 5️⃣ Corrections et explications détaillées pour chaque difficulté rencontrée. 6️⃣ Suivi personnalisé, avec bilans réguliers et adaptation continue du rythme. 🌍 Cours 100 % en ligne – pédagogie moderne et adaptée Séances par Zoom, Google Meet, ou tout autre outil au choix Supports interactifs fournis après chaque session : codes commentés, fiches PDF, exercices, tutoriels Horaires souples, compatibles avec les emplois du temps chargés et les décalages horaires (idéal pour les élèves résidant dans les pays du Golfe ou ailleurs) Possibilité de cours en individuel ou en petit groupe (frères et sœurs, camarades, etc.) 👨‍🎓 Pour qui ? Lycéens ou élèves en filière techno/scientifique souhaitant se préparer à l’enseignement supérieur Étudiants en début de cursus informatique ou scientifique Adultes en reconversion professionnelle, curieux d’apprendre à coder Débutants complets souhaitant développer leurs compétences numériques Avec moi, vous apprendrez à penser comme un programmeur, pas seulement à reproduire du code. Vous gagnerez en logique, rigueur et autonomie, des atouts précieux pour l’avenir. Si vous avez des questions ou souhaitez discuter du parcours le plus adapté, n’hésitez pas à me contacter. Je suis là pour vous guider avec enthousiasme et bienveillance.

Hi there! I'm a Data Scientist and Data Analyst with over five years of experience, here to help you master Python, algorithms, SQL, and Power BI. I focus on practical, real-world applications, so whether you're just starting or looking to advance, my lessons will equip you with the skills to succeed. Let's make learning fun and effective!

This course offers a progressive introduction to algorithmic thinking and Python programming. Through clear explanations, concrete examples, and practical exercises, learners will discover how to analyze a problem, design an efficient algorithm, and then translate it into Python code. No prior programming experience is required: this course is aimed at beginners who are curious to learn to code by solving problems in a logical and structured way.

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).

This course is for those who want to take their first steps in computer programming. Together, we will discover the fundamentals of programming as well as the main elements that make up an algorithm: variables, conditions, functions, loops, arrays, and more. All courses are interactive, combining theory and practice. You'll write your first algorithms in pseudo-code, and we'll implement them together using a programming language to ensure you understand and assimilate the various concepts. The number of courses required to master the material is around ten. This number, however, varies depending on your level and the speed at which you wish to progress. The courses are accompanied by materials and practical exercises to do at home, to allow you to assimilate the material as best as possible.

I provide assistance with computer science modules that have a strong mathematical component, including predicate logic, cryptography, number theory, algorithm design, discrete and combinatorial optimization, graph theory, linear programming, machine learning, and more. Lessons include: - Solving specific types of problems, exercises, and past exams. - Assisting with homework and assignments. - Assisting with the preparation of final reports and projects.

The "Algorithms in Python" course is designed to teach you the fundamentals and advanced concepts of algorithms using the Python language. You will discover fundamental data structures, programming paradigms (iterative, recursive, divide and conquer, dynamic programming), and learn how to efficiently solve algorithmic problems. Through practical exercises and projects, you will develop essential skills for analyzing and optimizing algorithms, while improving your programming logic.

A session can take several forms: - Explanation of the school course and answers to questions - Applications and exercises - Make copies of the exams (that the student brings them with him) My goal is to help the student get used to solving problems on their own.

This course is designed for high school and college students who want to strengthen their understanding of Mathematics and Computer Science. Whether you're struggling with concepts, preparing for exams, or looking to develop a strong foundation, this class will provide personalized learning tailored to your needs. I am currently pursuing my Master’s in Advanced Computer Science at the University of Liverpool, UK, and have experience as a Teaching Assistant in Engineering Mathematics at Indian Institute of Engineering Science and Technology and have been tutoring students in Mathematics and Computer Science for over four years. My goal is to simplify complex topics and build students' confidence in problem-solving. Key topics covered include: Mathematics: Algebra, Calculus, Linear Algebra, Probability & Statistics, Discrete Mathematics Computer Science: Python, Java, C++, Data Structures & Algorithms, SQL, Machine Learning, Deep Learning, Full-Stack Development. The class is interactive, with problem-solving sessions, real-world applications, and structured learning plans to ensure concept clarity and application skills.

Depending on your level of experience and coding knowledge we will set our class goals. This class could cover all basics of java programming from beginner to advanced knowledge. Starting from the Object Oriented Programming paradigms and the basic Java application' architecture and going through the Java collections, Threads, Lambda functions, Exceptions, Errors, Scheduler, Aspect Oriented Programming, and many more interesting topics. All these subjects will be covered with great code examples to help you understand and memorize what you just have learned. If you are also are looking for help with your exams or school work do not hesitate to contact me as this course could surely be tailored to your exact needs. Hoping we could have a great learning time. Peace🤍

We learn together the basics of programming, which is universal for all programming languages. Then we learn about object-oriented programming, which includes the Java language, one of the most widely used languages in the IT industry (Information Technology). We delve into algorithmic and practical cases for the use of this language by creating mini applications. All the accumulated information helps you support the first level of certification within Oracle, and with the diploma obtained you will be able to apply for an internship for your future job.

Are you ready to take your programming skills to the next level? My interactive and engaging lessons are tailored to your individual learning style and goals. Each session starts with a quick overview of the topic, followed by hands-on coding exercises to reinforce your understanding. We’ll dive into real-world projects, making the learning process practical and relatable. Whether it's building web applications, solving algorithmic challenges, or exploring cybersecurity principles, my structured lessons ensure you gain both theoretical knowledge and hands-on experience. With a Master’s degree in Computer Science and professional experience at VISA and Broadcom, I provide industry insights that connect learning to real-world applications. My clear explanations, step-by-step guidance, and problem-solving approach help students master coding with confidence. No matter your skill level—absolute beginner to advanced developer—I ensure each session is productive, fun, and empowering. Flexible scheduling, personalized feedback, and customized lesson plans make learning seamless and effective. You’ll also receive practice problems, project-based assignments, and ongoing support to reinforce what you learn. Whether you're preparing for coding interviews, academic courses, or career advancement, I’m here to guide you every step of the way. My goal is to make learning programming an enjoyable and rewarding experience. I simplify complex concepts and provide real-world coding examples that help you grasp topics easily. Don’t let coding challenges hold you back—take control of your learning today! 🚀 Start your coding journey now! Book a session and begin mastering programming with expert guidance. Limited slots available—reserve yours today!

I offer engaging and comprehensive programming lessons in C++ and Python, designed to help you master essential concepts and advanced topics in computer science. From problem-solving techniques, object-oriented programming, and data structures to database management, operating systems, digital logic design, and algorithm analysis, my lessons cover it all. I also introduce exciting areas like parallel and distributed computing and the basics of artificial intelligence. Whether you're preparing for GCSEs, A-levels, or pursuing a BSc in Computer Science, my tailored approach ensures you build a strong foundation and advance to becoming an exceptional programmer. Let’s make programming both accessible and enjoyable as you unlock your full potential in this ever-evolving field!