Python and R course by a Machine Learning and Actuarial Researcher

Master Python with Personalized Courses Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels. Why Choose My Courses? Personalized Teaching Approach: Each course is tailored to your skill level and individual goals. Practical Experience: Learn by doing with real-world 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 guide you effectively in your learning journey. Book Your First Lesson: Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

What You Will Learn: 1. Core Principles: Get started with programming by understanding essential concepts like algorithms and data structures, building a strong foundation for future learning. 2. Advanced Libraries and Frameworks: Explore powerful tools like NumPy, Pandas, and Django to develop web applications and perform efficient data analysis. 3. Practical Projects: Work on real-world applications that help reinforce your skills and create an impressive portfolio. How You Will Benefit: 1. Students: Acquire the skills needed to excel in academic projects while setting the stage for a successful career. 2. Self-Taught Learners: Avoid common pitfalls and accelerate learning with clear, hands-on guidance. 3. Professionals: Expand your expertise to meet industry demands and unlock new career opportunities. Why Choose My Courses? 1. Personalized Approach: Each course is tailored to your skill level and learning pace, ensuring you receive the right guidance and support. 2. Theory and Practice: Combine theoretical knowledge with hands-on exercises for a well-rounded and lasting understanding. 3. Solving Real-World Problems: Learn how to tackle common programming challenges, from debugging to performance optimization, equipping you with practical problem-solving skills.

I am a Data Science student at university, currently in my third year, and I have been accepted into a prestigious exchange program at the Universidade de Coimbra, one of the oldest and most renowned universities in Europe. This experience has allowed me to broaden my horizons and strengthen my training in an international environment, enriching my approach to technology. I have obtained honors in the subject Programming Fundamentals 2, which is a reflection of my dedication and programming skills. In addition, I have worked on a number of real-life projects covering various areas of Data Science and Artificial Intelligence, such as: Body detection using computer vision Sentiment analysis with real tweets Statistical study of the Airbnb real estate market in New York City Development of an IoT application to monitor sensors in a Data Center Bayesian network modeling for strategic decision making in companies Training an AI model for real-time face and gender detection using a laptop camera Fully Automated Propositional Logic Calculator And best of all, all these projects have been developed entirely in Python, the most in-demand language in the sector. My classes are designed for beginners and intermediate level, where I will guide you step by step to understand the fundamental concepts of programming, the logic behind programming, and how to apply AI to real projects. If you are looking for private lessons in Python, Data Science, or Artificial Intelligence, you are in the right place! Ready to start developing one of the most in-demand skills in today's market? Let's get started!

What You Will Learn: Core Principles: Introduction to programming, algorithms, and data structures to build a strong foundation. Advanced Libraries and Frameworks: NumPy, Pandas, and Django to create web applications and perform efficient data analysis. Practical Projects: Real-world applications to strengthen your skills and build an impressive portfolio. How You Will Benefit: Students: Gain the necessary skills to excel in academic projects and lay the groundwork for your career. Self-Taught Learners: Avoid common mistakes and fast-track your progress with clear, hands-on guidance. Professionals: Enhance your skill set to meet industry demands and open up new career opportunities. Why Choose My Courses?: Personalized Approach: Each course is customized to your level and learning pace, ensuring tailored guidance and support. Theory and Practice: You’ll combine theoretical concepts with hands-on exercises for a comprehensive and lasting understanding. Solving Real-World Problems: Learn how to tackle the common challenges faced in programming, from debugging to performance optimization.

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.

Artificial Intelligence is a powerful technology that is reshaping industries worldwide. As an AI enthusiast, you'll need to navigate through its many concepts and techniques to build intelligent systems effectively. I've designed this course as a practical guide to AI, specifically created for beginners who want to understand and apply AI from the ground up. You'll learn the fundamentals of machine learning, neural networks, and data processing. Step by step, we’ll explore key concepts like training models, working with datasets, and implementing AI in real-world applications. Through hands-on projects and practical exercises, you'll not only grasp the basics but also gain the confidence to build and experiment with your own AI models. By the end of this course, you’ll have a strong foundation in AI and be able to start exploring more advanced topics, unlocking the full potential of artificial intelligence.

I am currently working as an independent consultant, technical writer, online teacher 🧑‍🏫 and course content developer in Python, and a wide range of Machine/Deep Learning topics 🧑‍💻. My experience enables me to offer lessons ranging from beginner to advanced levels. I can tailor the classes to your specific needs and schedule, providing a well-structured learning path 🚀. What do you get from me? 👉 Learn at your own pace without any pressure 👉 Well-documented tutorials What topics do I usually cover at the beginning for people without Python experience? ✔️ Understanding the basic concepts (variables & types) ✔️ Math & Statistics (explained easily) ✔️ Data Manipulation (data cleaning, preprocessing...) What topics do I cover for people with Python experience? ✅ Classic libraries: Pandas, NumPy, Scikit-learn, TensorFlow ✅ Data Analytics/Visualization: Plotly, Seaborn, Matplotlib ✅ Domains: Regression, Classification, NLP, LLM, RAG, Computer Vision, Neural Networks, Ensemble Methods, Clustering, Dimensionality Reduction ✅ MLOps: MLflow, Prefect, GCP, AWS Whether you are new to the field, seeking to enhance your skills, or require assistance with a work/school project, feel free to reach out to me! 😉

This course provides a hands-on approach to mastering Apache Airflow, a powerful open-source workflow automation tool widely used in ETL (Extract, Transform, Load) processes. You will learn how to build, schedule, monitor, and optimize data pipelines, ensuring data reliability and efficiency in production environments. Through real-world examples and projects, you will gain the skills required to become a proficient Data Engineer capable of handling complex workflows in modern data ecosystems. This course will allow you to build multiple real-world ETL workflows using Apache Airflow. Let me know if you would like additional information! 🚀

Mathematics: I am a skilled mathematics teacher with strong academic qualifications. Additionally, I can help your ward to learn Python Programming Language which could help to bridge the gap between industry and academics from a very young age. UG Degree & Grade: 93/07% in B.Sc. (Hons) Mathematics from the University of Delhi PG Degree & Grade: Distinction in MSc in Data Science from The London School of Economics and Political Science

Passionate about programming, we offer Python support courses adapted to all levels, from beginner to advanced. These courses are aimed at students in preparatory classes for grandes écoles (CPGE) as well as anyone wishing to acquire solid programming skills. The lessons cover the essential foundations of Python with a clear and accessible teaching approach. Whether you are new to programming or want to deepen your knowledge, you will benefit from structured and progressive teaching. With a focus on concrete concepts and practical examples, these courses aim to strengthen your skills in a tangible way. You will be guided through the nuances of Python, gaining a deep understanding that will benefit you both in your studies and in your future career. Join us to explore the fundamentals of Python programming and progress to more advanced levels. Together, we will build a solid foundation and develop the skills needed to succeed in the dynamic world of computer programming.

Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning. This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied. As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others. I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly. Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

Welcome to an exhilarating journey into the world of programming! 🌟 Python, one of the most powerful and beginner-friendly programming languages, is your perfect starting point. Whether you want to build software, create websites, or explore data science, Python’s intuitive syntax and versatile modules make it an essential tool for tech enthusiasts and professionals alike. In this lesson series, we’ll dive into the foundations of programming using Python, equipping you with the skills to solve real-world problems while sparking your curiosity and creativity. What’s in Store for You? Here’s the roadmap to your Python adventure: 1️⃣ What is Python? Why Python? Discover why Python is loved by beginners and pros alike. 2️⃣ Variables, Tokens, and Data Types Unravel the building blocks of Python—where all programs begin! 3️⃣ Conditional and Sequential Loops Learn how to make your code think, decide, and repeat! 4️⃣ Strings Master text manipulation and transform boring words into magic. 5️⃣ Lists Store, organize, and play with data in style. 6️⃣ Tuples Immutable data structures, the key to fixed yet flexible coding. 7️⃣ Dictionaries Become a data wizard by storing and accessing values like a pro. 8️⃣ Functional Programming Leverage the power of functions to write clean, reusable, and efficient code. 9️⃣ Modules and Libraries Unlock the treasure chest of Python’s built-in and third-party libraries. 🔟 File Handling and Error Management Learn how to create, read, and write files while handling mistakes gracefully. Why Learn to Code? In today’s tech-driven world, technology touches every part of our lives—often in ways we don’t even realize. Imagine being able to understand and create the very systems and tools we use every day. Learning Python is not just about coding; it’s about developing a problem-solving mindset, nurturing critical thinking, and empowering yourself to explore endless possibilities in technology. What Makes This Journey Special? Each session is designed to challenge you progressively, ensuring you grow with every step. From simple scripts to solving real-world problems, you’ll see yourself transform into a confident coder. 💡 Pro Tip: To truly excel, make it a habit to practice and revisit what you learn. Consistency is the secret sauce to mastering Python (or anything else in life)! Get ready to embark on this exciting adventure—because the tech world is waiting for someone like you to make an impact. Let’s code, create, and conquer! 🚀

Looking to master programming and become a skilled developer? In this course, you'll learn the basics of Python and other programming languages, as well as how to use them to build machine learning models. We also offer specialized assistance for students in programming and database management using SQL (CPGE students). Python is a powerful general-purpose language used in web development, data science, software prototyping, and more. Its simple and easy-to-use syntax makes it an excellent choice for beginners learning to program. Additionally, upon request, we offer courses in other programming languages such as C, R, and MATLAB. Classes can be conducted remotely or in person, and we tailor our instruction to meet individual or group needs. If you have any questions, feel free to contact us.

This course is designed for beginners who want to get started with programming in Python, one of the most popular and accessible languages today. No previous experience is necessary. In one session, students will learn the basics of programming and will be able to create their first Python applications. With clear explanations, practical exercises, and real-world examples, this course is an ideal gateway to exploring computer science and coding. Online Course: Introduction to Python - Programming Basics and Simple Applications Duration : - 60 minutes: intensive format to learn fundamental concepts. - 90 minutes: In-depth format with more time for practical examples and interactive questions. --- Educational objectives At the end of the course, participants will be able to: 1. Understand the basics of programming, including the concepts of variables, data types, conditional structures, and loops. 2. Write and run simple Python scripts. 3. Manipulate inputs and outputs to interact with the user. 4. Solve practical problems with short, functional programs. --- Course syllabus 1. Introduction (10-15 min) - Presentation of Python: Why this language? - Installation and configuration of a programming environment (IDLE, Visual Studio Code, or Jupyter Notebook). - First program: *"Hello, World!"*. 2. Python Basics (20-30 min) - Variables and data types (integers, strings, lists). - Mathematical operations and data manipulation. - Conditional structures (if/else) and loops (for/while). 3. Practical exercises (20-35 min) - Write a program to calculate the sum of two numbers provided by the user. - Create a simple application, like a currency converter or password generator. - Bonus for 90 min format: Fixed a more complex issue involving lists or loops. 4. Q&A and conclusion (5-10 min) - Summary of the concepts covered. - Suggestions for resources to continue learning. - Feedback on the course. --- Teaching methodology - Interactive and engaging: the course combines theoretical explanations with practical exercises. - Personalized approach: Sessions are tailored to the needs of participants. Students are encouraged to ask questions at any time. - Learning by doing: examples and exercises are designed to help you assimilate concepts quickly. --- Target audience This course is ideal for: - Complete beginners in programming. - Students or professionals wishing to acquire skills in Python for their personal or professional projects. - Anyone curious to discover a powerful and versatile tool for solving problems. --- Benefits of this online course - Teaching by an experienced and passionate trainer. - Interactive sessions adapted to your learning pace. - Access to educational materials and exercises to continue practicing after the course. Join us now to discover programming and its applications using Python! ---

Python is a programming language with a simple syntax, similar to the English language. It allows developers to write programs with fewer lines than some other programming languages. It can be used in many areas such as web development, mathematics, science, education and general purpose software development. This course aims to demonstrate how Python can be used to create solutions to real-life problems or programs that can be used to faciltate tasks performed at school, in a workplace or at home. It aims to engage not only learners with advanced programming experience but also those who have little or not any experience at all. Creative and critical thinking are continuously encouraged during the lessons. Relevant topics: - Input/Output - Data types and variables - Operators - Lists,tuples, sets - If / else - Loops - Functions - Lambda - Classes/Objects - Inheritance - Iterators - Scope - File handling - Modules - NumPy - Python Maplotlib - Python SciPy The content and pace of the course is adapted to the age and needs of the learners. Younger learners may prefer to start with my course entitled “Create fun games and interactive programs in Python”.