Are you an engineering or mathematics (Bachelor's/Master's) student who finds numerical analysis too abstract or difficult to apply? This course provides a rigorous yet practical introduction to scientific computing, showing how numerical methods are used to solve real engineering and scientific problems. You'll first learn how numerical computations behave by studying floating-point arithmetic, rounding and truncation errors, conditioning, stability, and error propagation. These concepts are essential for understanding why numerical algorithms succeed—or fail. Next, you'll learn how to solve nonlinear equations using the bisection method, fixed-point iteration, and Newton's method, before moving on to linear systems through both direct methods (Gaussian elimination, LU decomposition, Cholesky factorization) and iterative methods (Jacobi, Gauss-Seidel, and relaxation methods). The second half of the course covers polynomial interpolation and approximation (Lagrange, Newton, Hermite, least-squares approximation, and splines), numerical differentiation and integration, and numerical methods for ordinary differential equations, including Euler's method, Runge-Kutta methods, and finite difference techniques. Every algorithm is implemented step by step in Matlab so that you not only understand the mathematics behind it but also learn how to apply it to practical engineering problems. Throughout the course, we compare the accuracy, convergence, stability, and computational efficiency of the different numerical methods. This course is ideal for students preparing for university exams, engineering projects, scientific computing courses, or anyone wishing to build solid foundations in numerical analysis. Prerequisites: A good understanding of single-variable calculus, basic linear algebra, and elementary programming concepts is recommended.

Mathematics is a fundamental skill that plays a crucial role in problem-solving, logical thinking, and real-world applications. Whether you're a student struggling with complex equations or someone looking to strengthen your mathematical foundation, this class is designed to make learning maths easier and more engaging. You'll learn essential concepts in algebra, geometry, calculus, and statistics through clear explanations, step-by-step problem-solving, and practical applications. This course focuses on building confidence, improving accuracy, and developing a deeper understanding of mathematical principles. Whether preparing for exams or simply enhancing your skills, this class will help you master maths with ease.

Welcome to "AI and Data Science" – a comprehensive, customizable course designed for learners at any level, from beginners to advanced professionals. Whether you're just starting your journey into the world of artificial intelligence and data science or looking to enhance your existing skills, this course will provide you with the knowledge and practical tools you need to excel. What You'll Learn: Fundamentals of Data Science: Understanding data collection, cleaning, and preprocessing; learning to analyze and visualize data using tools like Python, Pandas, and Matplotlib. Introduction to AI and Machine Learning: Explore basic concepts of AI, supervised and unsupervised learning, and popular algorithms (e.g., regression, classification, clustering) with hands-on coding exercises. Advanced AI Techniques: Delve into deep learning, neural networks, and advanced algorithms like decision trees, SVMs, and reinforcement learning. Practical Projects: Work on real-world projects such as predictive modeling, sentiment analysis, and building AI applications using Python libraries like TensorFlow and PyTorch. Storytelling with Data: Develop skills to communicate insights effectively, using data visualization tools and storytelling techniques to create compelling narratives from data. Database Management: Learn how to work with databases (SQL and NoSQL) and manage data efficiently for large-scale applications. What to Prepare: Basic Computer Skills: No prior programming experience is required for beginners, but familiarity with basic computer operations is recommended. Software Setup: Students will need to install software like Python, Jupyter Notebooks, and data science libraries (instructions will be provided during the course). Curiosity and Dedication: This course encourages a hands-on approach, so students should come ready to code, experiment, and learn through practical examples. What to Expect: Customized Learning Experience: Lessons are tailored based on the student’s level and goals, ensuring a personalized approach that aligns with your learning pace and interests. Supportive Environment: Receive one-on-one mentoring and support to help you overcome challenges and master complex topics. Skills You Can Apply Immediately: Gain practical, job-ready skills that are in high demand across industries, including AI, finance, marketing, and tech.

The lesson is tailored to your wishes. I can explain the theory from the *Getal & Ruimte* method (or *Moderne Mathematics*). We can go through the exercises you want to review, or simply the exercises in the book. We can review tests or prepare for exams. Together, we will strive for mathematics that you understand.

This is not your traditional math class! Rather than focusing on rote memorization or rigid formulas, this course emphasizes developing a deeper understanding of mathematical and statistical reasoning. Instead of simply teaching students how to calculate an average (mean), for instance, I will guide them toward discovering how to develop a value that they believe best represents an average. This reflective approach helps students think critically about the meaning and application of mathematical concepts, rather than just performing calculations. The course prioritizes practical applications over theoretical repetition. You will engage with real-world case studies and utilize modern tools such as MATLAB, R, and Python to solve problems across fields like medicine, social sciences, and business. We will explore statistical reasoning, data analysis, and numerical algorithms, always with the goal of helping students connect these abstract concepts to professional and real-life scenarios. By encouraging students to question, analyze, and understand the underlying logic of mathematical principles, the course fosters critical thinking and problem-solving skills. By the end, you will not only know how to perform calculations but also understand the "why" behind them, enabling you to apply mathematical reasoning effectively in academic and professional contexts.

Unlock Your Potential! Whether you're struggling with the basics or preparing for advanced exams, I offer personalised, step-by-step guidance to help you understand math concepts and solve problems with confidence. My lessons are tailored to your learning style and pace, covering everything from algebra and geometry to calculus and beyond. Together, we'll work through challenges, sharpen your problem-solving skills, and build a strong foundation to achieve your academic goals. Let’s make maths enjoyable and empowering!

- Python Programming is currently the most utilized tool in the data analysis world. Its ease-of-use and wide variety of packages/libraries makes it a most valuable skill to have for a student wanting to get started in the world of data analysis and Object Oriented Programming. - This course is geared towards beginners and intermediates who are interested in a hands-on approach to learning without neglecting the scientific background of the covered material, which will include the following: * Introduction to Python Programming * Understanding of OOP concepts and use-cases * Crash course in statistical analysis concepts * The usage of specified analysis libraries like Pandas and Numpy * Introduction to Data science * Neural Networks

Join my Online Mathematics Tutoring class for personalized, flexible support tailored to your unique learning needs. This interactive course offers one-on-one sessions with experienced tutors who will help you grasp mathematical concepts, tackle challenging problems, and build confidence in subjects ranging from basic arithmetic to advanced calculus. Utilizing digital tools and resources, our tutors provide real-time feedback and guidance, ensuring a comprehensive and engaging learning experience from the comfort of your own home. Whether you're preparing for exams, working on assignments, or seeking to deepen your understanding, this online tutoring class is designed to help you succeed at your own pace. I have achieved A* in Maths A-Level and an A in Further Maths A-Level with the Edexcel exam board, as well as an 8 (A*) in GCSE Maths and I am currently a Mathematics and Statistics student at Loughborough University.

Are you looking for extra support in maths for your child? I offer dedicated tuition classes for students up to S6 level, tailored to help them understand complex concepts, improve problem-solving skills, and boost their confidence. Whether they need help with algebra, geometry, or exam preparation, I'm here to assist. Contact me for more details and to schedule a session. Let's achieve those maths goals together!

Learn Excel in a practical way, focused on real-world work situations. This isn't a theoretical course: from the very first class, you'll work with applied exercises that will help you gain confidence and improve your professional profile. It is aimed at people who want to start from scratch or improve their level of using Excel in their work, studies or personal projects. In classes you will learn to: Master Excel from basic to intermediate/advanced level Use key formulas such as SUM, IF, VLOOKUP/XLOOKUP Create pivot tables to analyze information Clean and organize data efficiently Design clear reports and basic dashboards Applying Excel to real-world business cases The classes are personalized according to your level and goals. We can work with your own files or with practical exercises that simulate real-life situations. My approach is for you to learn quickly, understand what you're doing, and be able to apply it immediately. I'm an Electronics Engineer with experience in data analysis and marketing analytics. I've worked with tools like Excel, Power BI, and RapidMiner on real-world projects, so I can teach you not only "how" but also "why" to use Excel in the workplace.

Operations and math are no longer daunting tasks! To succeed in mathematical operations, all you have to do is crack the cheat codes. Stop By and learn the secrets of success with me. If your test is tomorrow, reach out to me! Yes, that is rather fascinating, and I'm willing to take on the challenge. Whether it's the mechanics of fluids, solids, compressed fluid flow, or any other topic, if you're stuck, You get it! Let me assist you with the equations, and together we may explore mechanics.

This class is aimed at beginners in the field and intermediate learners with some basic background who would require assistance completing assignments or projects. It would cover working with data, statistical analysis, data visualization, and machine learning, all using Python, R, or both.

Are you struggling with mathematics or looking to deepen your knowledge? I offer private lessons tailored to your level and needs, whether you are a beginner, experiencing academic difficulties, or wishing to progress quickly. The sessions cover fundamental concepts (arithmetic, algebra, geometry, fractions, etc.) up to more advanced topics (functions, probability, trigonometry, analysis, etc.). Each course is tailored to your academic program and objectives. The goal is to give you the tools and method to understand sustainably, gain confidence and improve your results.

Through a combination of problem-solving exercises, and interactive activities, you will develop a deep understanding of mathematical concepts and learn how to apply them to real-world situations. You will also sharpen your critical thinking and problem-solving skills, which will serve you well in all aspects of your life.

This class is to help students studying maths or further maths at all secondary levels up to A Level. It will aim to help you understand the key mathematical concepts you need to solve the problems presented in your course. Anyone who is looking to strengthen their mathematics skills or has ambitions of studying engineering, maths, any science based subject or computer science at university will benefit from this class.

I specialise in teaching maths to a number of classes and pupils. My goal is to make sure learners acquire a sound knowledge of numbers, measures and structures, basic operations and basic mathematical presentations, an understanding of mathematical terms and concepts, and an awareness of the questions to which mathematics can offer answers. I assign homework after every lesson and provide periodic progress reports.