Advanced Software Engineering Techniques: Mastering Algorithms and Code Optimization

Graduated from the external aggregation of Industrial Sciences, I offer courses in: * Course of the mechanical modules of solids. * Rational mechanics course. For schools and technical faculties * RDM and MMC courses * Mechanical construction course * Course of industrial computing modules

Start with the fundamentals like variables, loops, and conditionals, and progress to more advanced concepts including manipulating files, images, and using Python libraries like Numpy, Scipy, Pandas, and Matplotlib. Also explore the fundamentals of object-oriented programming. Why choose this Course? By opting for these courses, you will have the opportunity to consolidate your knowledge through practical exercises and concrete mini-projects which will strengthen your Python skills. Each session will be interactive, allowing you to ask questions and receive constructive feedback on your code. You will be able to benefit from personalized support. Lessons are tailored to your level, whether you're looking to pursue a career in programming or just want to learn for fun. Sessions are tailored to your goals, and ongoing support is provided to overcome any challenges you may encounter.

Master Python with Custom Courses Discover the art of programming with Python courses tailored to your specific needs. Whether you are a beginner, intermediate or advanced, my lessons are adapted to all levels. Why choose my courses? Personalized teaching approach: Each course is designed according to your individual skill level and goals. Practical Experience: Learn by working on real-life 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 effectively guide you on your learning journey.

This course is intended for people who need help with their programming, academic or personal projects. I can easily help you develop a project in Java, C, Python, Scala, VHDL, having carried out many of them myself and helped a certain number of students to carry out theirs. I help in particular with the realization of projects from programming courses in the EPFL and UNIL programs, having followed and taught them myself, so I know the program well. I have been programming since I was 14 and have created several projects, from high school to graduate school. This course is therefore intended for all levels, for people wishing to start but also for middle school or high school graduates needing help in their courses. I have already taught programming and project monitoring courses in Java and would be happy to help you achieve your goal, adapting to the level and pace / pedagogy needed by anyone. Classes take place mainly at my home or on the EPFL campus, I can also travel by public transport to your home.

Unlock your potential in software development with my personalized tutor services. Having Master's specialization in Full Stack Software Development from Finland and professional expertise in Java, Python, Kotlin, JavaScript, and modern frameworks, I provide hands-on lessons tailored to your needs. Learn essential skills like: Web Development (HTML, CSS, Javascript, React, Node.js) Backend & API Development Mobile App Development (Kotlin, Flutter) Version Control with Git & GitHub Best practices in Agile and SDLC methodologies Whether you're a beginner or looking to advance your programming career, my structured lessons focus on practical, project-based learning to ensure your success in the ever-growing tech industry. Join me to start building your tech career today!

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! ---

Data Structures and Algorithms are the building blocks that make up the solutions to all computational problems. Understanding how to organize data and about fundamental algorithms is essential for solving all computational problems now and in the future. If you truly want to understand computer science, start from here.

Personalized Tutoring for Learning Coding and Programming in Python This online tutoring program is designed to provide you with personalized learning in computer programming with the Python language. Whether you are a complete beginner, a student looking to deepen your knowledge, or a professional eager to master Python, this course adapts to your level and specific needs. By covering the fundamentals of programming, advanced data structures, and complex problem solving, this tutoring will help you acquire the skills needed to excel in software development, data analysis, and artificial intelligence. --- Why choose this program? - Personalized approach: Each session is perfectly adapted to your specific needs and your learning pace. You have the opportunity to ask questions at any time and benefit from personalized follow-up between each session. - Interactive methodology: Practical learning with concrete exercises, case studies and real projects to allow you to directly apply theoretical concepts. - Flexibility of formats: Choose between 60, 90 or 120 minute classes depending on your goals and schedule. - Practice-oriented course: Programming is a field that is learned by doing, each course includes a large part of practice to consolidate the acquired knowledge. --- Course content: Beginner level: 1. Introduction to Python: - Basic syntax, data types (integers, strings, lists, dictionaries, etc.). - Control structures: conditions (if, else), loops (for, while). - Functions and arguments: creation and use of functions. 2. Object-oriented programming (OOP): - Introduction to OOP: classes, objects, attributes and methods. - Encapsulation, inheritance, polymorphism and abstraction. - Implementation of OOP in simple projects. 3. Introduction to file management: - Reading and writing text and CSV files. - Data manipulation for real applications. --- Intermediate level: 1. Advanced data structures: - Advanced lists, stacks, queues and dictionaries. - Algorithm concepts: sorting, searching, algorithmic complexity. - Use of Python libraries: NumPy, Pandas for data manipulation. 2. Error and exception handling: - Introduction to exceptions and error handling in Python. - Creation of custom error messages and handling of common exceptions. 3. Practical projects: - Development of medium-sized projects, such as simple games or data management applications. - Solving real-world problems, such as analyzing data from external files. --- Advanced level: 1. Advanced Libraries and Practical Applications: - Introduction to libraries for web development (Flask, Django) and data analysis (Matplotlib, Seaborn). - Applications of Python in artificial intelligence and machine learning with libraries like TensorFlow or scikit-learn. - Implementation of complex projects using data analysis and visualization tools. 2. Code optimization: - Techniques to improve the performance of Python code. - Memory management and algorithm optimization. 3. Advanced projects: - Development of complex projects in Python such as web applications, data analysis or large-scale data processing tools. --- Course schedule: - 60 minutes: Ideal for tackling a specific topic, working on an exercise or exploring a concept in a targeted manner. - 90 minutes: Allows for a more in-depth exploration of concepts, with concrete examples and interactive exercises. - 120 minutes: Intensive format for revisions, completing complete projects or studying more advanced concepts. Each session includes: 1. Theoretical introduction: Quick review of key concepts or introduction to new topics. 2. Live Practice: Applying concepts with exercises or code in real time, allowing for active learning. 3. Projects: Construction of real projects to put into practice the knowledge acquired. 4. Questions and answers: Time dedicated to clarifying difficult points or problems encountered during the session. --- Resources and tools provided: - Teaching materials: Detailed course documents, practical exercises, projects to complete. - Interactive platform: Use of digital whiteboards, screen sharing to visualize code, and real-time collaboration tools. - Personalized monitoring: You can ask questions outside of class, receive feedback on your projects and benefit from progress monitoring. --- About the trainer: A Python programming expert with several years of experience in teaching and practicing software development. With clear and practice-oriented pedagogy, the trainer will help you move from beginner to intermediate or improve your skills if you are already familiar with the Python language. --- Book your course now! If you want to learn Python programming in an efficient, flexible and practical way, this tutorial is for you. Sign up today to start coding with confidence and progress quickly!

This class is designed to provide pupils studying computer programming either as part of the National Curriculum in England (Key stage 1,2,3 & 4) or as a career path. It's purpose is to teach information and computation, digital systems and how they are put to use through programming, as well as to provide pupils with the capability to use information technology to create programs, systems and digital content. Also to provide computer literacy to pupils allowing them to express their thoughts and ideas through Information & Communication Technology (ICT) in a way that is suitable for todays workplaces. The class aims to ensure that you: - can understand and apply the fundamental principles and concepts of computer science, including abstraction, logic, algorithms and data representation - can analyse problems in computational terms, and have repeated practical experience of writing computer programs in order to solve such problems - can evaluate and apply information technology, including new or unfamiliar technologies, analytically to solve problems - are responsible, competent, confident and creative users of information and communication technology

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!

Get your foot in the door of DevOps and Programming. Experience the day-to-day life of a corporate DevOps/Software engineer, diving into the magic of building real projects while collaborating with a other motivated Team members. Boost your beginner skills to a robust level in months, not years. Are you bored of passive video courses that leave your knowledge empty? Then this course might be just what you're looking for! Jump into a fully replicated the daily routine and workflow of a modern DevOps/Software engineer. --- My name is Georgi and your course will be led by my battle-tested expertise in the IT industry. I have many years of experience as a Network engineer, Software engineer, and DevOps & Cloud engineer. Throughout my career, I have been involved in numerous projects, assisting a wide range of companies, from small startups to large corporations, in achieving their goals. --- The slots defined here are only informational and I may be not be available as seen. Anyway, I am flexible in schedule and you will get your lesson at suitable time.

Need to strengthen your IT skills? Whether you are in a Bachelor's degree, a Master's degree, or a student at an engineering school, take advantage of the expertise of a doctor in IT for tailor-made training. Adapted to your level and your objectives: Whether you are discovering a subject or aiming for excellence, my courses adjust to your needs. Interactive and practical lessons: Practice directly with relevant exercises and projects. Deep Learning: From advanced algorithms to system architecture and organization concepts, master the essential basics and go beyond. With me you will not only learn computer science – you will understand it and apply it successfully.

This course offers a comprehensive exploration of structural engineering principles, designed for both beginners and those seeking to deepen their knowledge. We will cover foundational concepts such as load analysis and structural systems, before progressing to advanced topics including indeterminate structures analysis. Join me to build a solid foundation and advance your existing knowledge through a set of appropriate theoretical concepts and practical examples

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.

You will learn C# programming language from beginner to professional level. You will learn how to create complete programs during the course and market them online. Such as managing a restaurant, a mobile phone store, a point of sale company, a law office, a school or university, a mall, a clothing store, a car company, and many others.