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Pejman - Lausanne, Switzerland£45
£45programming/machine learning/deep learning/statistics
Programming is an essential skill in today's technology-driven world, offering the ability to solve complex problems, automate tasks, and create innovative software solutions. Python, a versatile and beginner-friendly language, is particularly significant due to its simplicity and extensive libraries, making it ideal for various applications from web development to data analysis. Machine learning, a subset of artificial intelligence, empowers computers to learn from data and make decisions or predictions without being explicitly programmed for each task. It is revolutionizing industries such as healthcare, finance, and transportation by enabling advanced data analytics, pattern recognition, and automation. Statistics is essential for data analysis, providing the tools to collect, analyze, interpret, and present data effectively. It enables informed decision-making, trend identification, and drawing meaningful conclusions. In programming and machine learning, statistics is crucial for developing models, validating algorithms, and ensuring accuracy. I specialize in teaching statistics, programming, Python, and machine learning from scratch to an advanced level. My approach ensures that even beginners can build a solid foundation, gradually advancing to tackle complex projects and real-world applications. Whether you are starting with the basics or looking to deepen your expertise, my courses are designed to equip you with the skills needed to excel in the fast-evolving tech landscape.
Computer programming · Python · Math
Vikalp - United Kingdom£19
£19Comprehensive Introduction to Computer Science Fundamentals
### Computer Science Fundamentals Classes #### Overview Computer Science Fundamentals classes provide a comprehensive introduction to the core concepts and principles of computer science. These classes are designed for beginners and those looking to solidify their understanding of the basics. They cover a wide range of topics, from understanding how computers work to learning programming languages and exploring algorithms and data structures. Additionally, students will gain a basic understanding of computer hardware, including how to assemble a computer, and will engage in labs relating to cybersecurity principles. #### Objectives - **Understand Computer Systems and Hardware:** Gain insight into how computers and networks function, including hardware and software components, and learn how to assemble a computer. - **Programming Proficiency:** Acquire the ability to write and debug code in one or more programming languages. - **Algorithmic Thinking:** Understand and apply fundamental algorithms and data structures to optimize solutions. - **Cybersecurity Awareness:** Understand basic cybersecurity principles and practices. #### Topics Covered 1. **Introduction to Computer Science:** - History and evolution of computing - Overview of computer science fields - Basic computer operations 2. **Basics of Computer Hardware:** - Overview of computer hardware components (CPU, RAM, storage, etc.) - How processors, memory, and storage work - Assembling a computer: Step-by-step guide 3. **Programming Basics:** - Basics of programming language - Variables, data types, and operators - Control structures: loops, conditionals, and functions - Introduction to one or more programming languages (e.g., Python, Java) 4. **Data Structures:** - Arrays, linked lists, stacks, and queues - Trees, graphs, and hash tables - Principles of organizing and managing data 5. **Algorithms:** - Basic sorting and searching algorithms - Algorithm analysis and Big O notation - Recursion and dynamic programming 6. **Computer Architecture:** - Overview of computer hardware - How processors, memory, and storage work - Basics of operating systems and how they manage resources 7. **Networking and Security:** - Basics of computer networking - Internet protocols and architecture - Fundamental concepts in cybersecurity #### Learning Outcomes By the end of these classes, students will be able to: - Demonstrate a solid understanding of computer science principles. - Write, test, and debug programs in at least one programming language. - Analyze and implement basic data structures and algorithms. - Understand how computer hardware and software interact. - Assemble a computer from individual components. - Apply basic cybersecurity principles. #### Who Should Enroll These classes are ideal for: - Children, teenagers, college students or adults beginning their journey in computer science. - Professionals looking to transition into a tech-related career. - Hobbyists and lifelong learners interested in understanding how computers and software work. #### Methodology - **Lectures:** Clear and engaging presentations of theoretical concepts. - **Hands-on Labs:** Practical exercises and projects to apply what you've learned, including: - Assembling a computer from individual components - Labs on basic cybersecurity principles - **Group Projects:** Collaborative assignments to enhance learning through teamwork. - **Assessments:** Regular quizzes, assignments, and exams to gauge understanding and progress. #### Industry-Ready Lessons To ensure students are industry-ready, the course includes lessons on: - **Basics of Computer Science in the Industry:** - Understanding industry standards and best practices - Familiarization with common tools and software used in the industry - Overview of current trends and emerging technologies - **Develop Problem-Solving Skills:** - Learn how to approach and solve complex problems systematically. - Practice with real-world scenarios and challenges. - **Professional Development:** - Resume building and interview preparation for tech roles - Networking strategies and career planning - Ethical considerations and responsibilities of a computer scientist ### Conclusion Computer Science Fundamentals classes offer a thorough introduction to the essential concepts and skills needed in the field of computer science. Whether you are a beginner or looking to reinforce your foundational knowledge, these classes will equip you with the tools and understanding necessary to advance in the field of computer science and prepare you for a successful career in the industry.
Computer science
Soren - France£30
£30French, dissertation writing, marketing research and brand management
After obtaining a Master 1 in marketing at the Toulouse School of Management in 2018 and a Masters in Management (M.Sc.) at HEC Montréal, I have accumulated several years of experience in strategic roles in marketing and research. Currently, I work as a commercial research advisor at Hydro-Québec and I am available to offer private video lessons. With a rich professional background, including positions as project coordinator, analyst and project manager, as well as marketing research specialist, I have developed in-depth expertise in project management, market analysis and development of marketing strategies. These skills allow me to provide high quality teaching, adapted to the specific needs of each student. Having also been a teaching assistant at HEC Montréal for brand and product management courses, I have solid experience in teaching and popularizing complex concepts. In addition, my experience in the hotel and catering industry has given me an excellent sense of customer service and communication, which enriches my teaching approach. In addition to private lessons in marketing, project management, marketing research and customer experience, I also offer help with dissertation writing. With methodological rigor developed during several research mandates and a developed sense of customer service, I can effectively support you in carrying out your academic work. I am available to give private lessons for all levels of study. Feel free to contact me for more information.
French · Marketing · Project management
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Tom - France£17
£17Student in networks and telecommunications having completed a technological terminal with a computer science, maths and physics option. Give lessons
In this course you will learn to master computers better than you currently do, regardless of your age. You are a middle school or high school student who needs to know how to improve in algorithmic programming, no worries. Or are you just someone who wants to learn how it all works? No problem. Or you need to learn how IT works how to use your computer, maintain it in short here with a simple initiation no problem. Here's how a course would work: My Approach as a Private Teacher As a teacher, I make it a point of honor to adapt my lessons to the needs and objectives of each student. My approach is based on a deep understanding of concepts and practical application to ensure lasting assimilation of knowledge. My Teaching Techniques and Methods • Active Pedagogy: I favor an active pedagogy where the student is at the heart of the learning. This includes practical exercises, why not projects tutored in the manner of tp. Typical Course Course 1. Identification of the student's needs and objectives. 2. Theoretical Explanation: Presentation and explanation of key concepts. 3. Practical Exercises: Application of concepts through exercises and problems. 4. Revision and Feedback: Feedback on the exercises, corrections and advice for continuous improvement. 5. Homework: If necessary and desired by the student, homework will be offered to reinforce what has been learned between each session. My Specificities as a Teacher • Dual Skills: Passionate about IT since childhood and studying his field with mathematics and physics. overall. • Experience and Passion: As a student myself, I have a passion for the transmission of knowledge.
Computer science · Computer basics · Math
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