Introduction to Python for Quantitative finance and investing

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.

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This course is designed to equip you with the essential Python skills needed to excel in data science. You will learn how to work with industry-standard libraries such as NumPy, pandas, and Matplotlib to analyze, clean, and visualize data effectively. Through hands-on projects and real-world examples, you’ll gain the ability to transform raw data into meaningful insights and compelling stories. By the end of the program, you’ll not only master the fundamentals of Python for data science but also develop practical skills that are highly valued in today’s data-driven world.

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In this course, you will learn how to efficiently package, containerize, and deploy Python applications and microservices using Docker. The course covers fundamental Docker concepts, best practices for structuring Python projects, and strategies for building scalable and portable applications. Through hands-on projects, you will gain practical experience in creating Docker images, managing containers, and orchestrating microservices, enabling seamless deployment across different environments. Contact me if you want to have more information about the course!

Finance, accounting & economics – clearly explained, with practical support My name is Kian, an experienced tutor from Bern. I guide students, career starters, and professionals on their journey through the world of numbers—whether in their studies, exam preparation, or in their everyday professional lives. With my structured, motivating, and practical approach, I'll help you not only solve problems, but also truly understand economic relationships, confidently handle numbers, and confidently apply financial knowledge in real-life situations. My lessons are personalized, accessible, and at eye level. Who I am – and why I teach: I have many years of experience teaching financial and economic topics – from accounting to business administration to financial analysis. I teach students from various disciplines as well as professionals who want to expand their business skills. In addition to my teaching activities, I have participated in various business projects, including budget planning, financial modeling, and cost accounting. This combination of theory and practice makes my teaching particularly realistic and, at the same time, easy to understand. I love it when complex content suddenly makes sense – and when people realize they can handle business topics confidently and strategically. For me, tutoring is more than just imparting knowledge – it's a collaborative process of developing ideas that builds self-confidence. What you can expect from me: -Individual lessons with a focus on finance, bookkeeping, accounting & economics -Support with exams, homework, projects or professional challenges -Step-by-step explanations – practical, clear and adapted to your situation -Communication of business contexts and financial decision-making logic -Development of long-term numerical understanding and structured thinking -Flexible lessons in Bern or online – competent, individual & sustainable Why I can help you understand finances: Because I know how difficult economics can seem at first glance – and because I can help you look behind the terms, formulas and processes: How companies tick, how to interpret numbers, and how to make smart decisions from them. With me, you won't just learn how to make bookings correctly—you'll learn how to think like an entrepreneur. I'll guide you not only in understanding business, but also in working with it confidently. Learn finance. Understand how the economy works – and how you can use it to your advantage. If you are ready to think economically, I am ready to accompany you.

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Welcome to this Masterclass in Market Finance! You are about to dive into the exciting world of financial markets and discover the keys to succeeding in your End of Study Project (PFE) in this dynamic field. This course is specially designed for finance students wishing to stand out by proposing a high-quality research project in the field of market finance. We will cover the main concepts, current trends and best practices in financial market exploration and analysis. During this Masterclass, you will learn: The fundamentals of financial markets, including different types of markets and financial instruments. Advanced data analysis and research methods to identify opportunities and risks in markets. Portfolio management strategies and effective portfolio construction techniques. The main aspects of financial risk management and portfolio protection against market fluctuations. The practical steps to design, develop and present a solid and innovative end-of-study project in market finance. Whether you are considering a career in trading, portfolio management, financial analysis or any other field related to market finance, this Masterclass will provide you with the knowledge and skills needed to succeed. Join us now and get a head start on your professional journey in market finance!

We are a team of engineers passionate about programming. We offer Python tutoring courses suitable for all levels (beginners, advanced students, CPGE students, or anyone looking to develop their skills). Our courses combine essential foundations, practical examples and clear teaching to ensure solid and useful progress for both studies and careers.

Start your journey into the world of Python programming with this hands-on, beginner-friendly course and also for expert level. Whether you're completely new to coding or looking to expand your skills, this course will guide you through the core concepts of Python — from variables and data types to control structures, functions, and lists. As you build a strong foundation in programming, you'll also dive into the powerful data analysis capabilities of Python using popular libraries like Pandas and NumPy . Learn how to clean, process, and analyze real-world data sets to extract meaningful insights. Next, bring your data to life with stunning visualizations using Matplotlib and Seaborn , two of the most widely used data visualization libraries in Python. Finally, take your skills to the next level by building your own web applications using either Flask or Django — two of Python’s most popular web frameworks. By the end of this course, you’ll have a well-rounded understanding of Python programming, data manipulation, visualization, and web development — empowering you to create real-world projects and pursue further specializations.

Experienced economics, finance, and accounting tutor. I have a PhD in economics from Georgetown University and I have a BA in economics from Bogazici University. Over the past 10 years I have worked as an Associate Professor of Economics and Finance in various universities and I tutored university students in various economics, finance, and accounting courses. I have students from various universities in US and UK including American University, George Washington University, Nottingham University, King's College London, University of Bath, Northwestern University, University of Royal Holloway etc. Please contact me if you need help in any of your economics, finance, and accounting course.

By delving deep into the practical applications of statistics and data science, this course is designed to set you up for success. Learn from real-world examples: Instead of spending hours on theoretical material and trying to relate it to practical issues, we will focus solely on applied statistics. Programming will allow you to apply theory to real-world problems, equipping you with the knowledge and skills you need to succeed. We won’t be spending hours solving math problems by hand for reinforcement, as this isn’t school. Instead, we’ll use cutting-edge methods and code libraries that leverage the latest software releases to maximize productivity and efficiency. If you have any further questions, please do not hesitate to contact us.