Introduction to Python for Quantitative finance and investing

Van 57.37 $ /h

Python is one of the most powerful programming/scripting tools of our times. However, learning from textbooks or online can become time consuming and inefficient, since we easily lose focus. In this class, we learn by doing. As you learn new techniques and concepts, you will immediately use them to build tools that will help you become a data-driven and informed investor or trader. At the end of the class, you are left with a basic understanding of what python can do, but also with a template code that you can later use to build you own strategies on top.

The class in a nutshell:

(1) How to extract market data with python, such as: OHLC quotes, volume, dividend history, financial history etc.
(2) How to store and handle data efficiently.
(3) How to build and group your own portfolio based on any custom metric (e.g. P/E ratio, Debt/Equity ratio, dividend etc)
(4) How to build future paths of a stock in our portfolio, via Monte Carlo simulations, based on your own beliefs (e.g. optimistic/pessimistic).

Extra informatie

A laptop with a connection to the internet is required. The rest can be worked out.

Locatie

Online vanuit Nederland

Over

I come from Greece, but I moved in the Netherlands more than five years ago where I studied and obtained my PhD in High Energy Astrophysics. Since then, I have been working as a quantitative analyst for a big bank in the Netherlands. I have ample experience in building algorithms and quantitative tools for trading and investing using python. My main focus is derivative (option) trading and valuation, but that is a long discussion.The environment in my classes is very friendly and not formal at all, and I always welcome a nice conversation about the financial markets, philosophy or life in general.

Opleiding

BSc, Physics ( Aristotle University of Thessaloniki, Greece)
MSc, Computational Physics ( Aristotle University of Thessaloniki, Greece)
PhD, Computational Astrophysics (University of Groningen & University of Southampton)

Leservaring

Blockchain application developer ( IT ), Groningen, the Netherlands
Quantitative analyst ( IT, Banking) , Utrecht, the Netherlands

Leeftijd

Volwassenen (18-64 jaar oud)

Senioren (65+ jaar oud)

Niveau van de leerling

Beginner

Gemiddeld

Duur

60 minuten

De les wordt gegeven in

Engels

Grieks

Vaardigheden

Financiën

Investeren

Python

Beschikbaarheid typische week

(GMT -05:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Ellen

5.0

(1)

Based on your own course material, I can guide you in your accounting or financial analysis training.

For the financial analysis you can also contact me for a course of 10 lessons in which you learn everything about the analysis of the financial statements:
- you get a basic understanding of the rules of accounting
- you recognize all parts of the financial statements and understand what they stand for
- you can deduce the health of a company from the annual accounts using various analysis techniques
- you learn to interpret the results of the analysis
- you can use the analysis for making investment decisions, preparing a credit application with the bank

Joris

5.0

(1)

Python is the fastest growing programming language. Master it and you can solve business and science problems!

If you are an absolute beginner, don't worry, I've got exercises that will help you get up to speed.

About me: I have worked 10 years in financial markets (bond trading and market data). Now I am working as a freelance Python trainer & developer.

Favourite Python packages / frameworks: Pandas, Numpy, Flask, Django, Beautifulsoup, PySpark & Pytest,

Simone

5.0

(1)

I have been trading financial instruments as a private trader since 2016, thanks to my experience I can advise, train and teach financial trading to students as well as people interested in learning about Finance and the Economy.

What you will learn in this class:

1) Collection and analysis of data from multiple sources (Economic data, indexes, financial reports, balance sheets, etc..) and across multiple sectors, creation of models and trend projections, knowledge and use of trading indicators on financial instruments and economic data.

2) Data Collection - Data Analysis - Data Management - Data Mining - Data Processing - Data Modelling

3) Analytical Thinking and Adaptability skills

4) Trading of financial instruments: commodities, fixed income, equity and equity derivatives, other financial products like ETF, CFD, Futures, Certificates, and knowledge on only of funds, Options, and Forex.

5) Study of Finance, Economics, Economic dynamics, Data Economics and Economic statistics

6) Study of the 11 broad GICS sectors:

1. Energy 2. Materials 3. Industrials 4. Consumer Discretionary 5. Consumer Staples 6. Health Care 7. Financials 8. Information Technology 9. Telecommunication Services 10. Utilities 11. Real Estate

7) Study of Politics and Geopolitics and its dynamics and effects on the global, regional and local economies

8) Financial and business thinking

9) Data-driven mindset

Kelly

5.0

(1)

Python is a Programming Language widely used with huge capabilities on building projects of many different kinds but the most important advantage is that it is easy to learn and it can be a good start for someone to embrace Computer Science and improve their logical thinking.

Leo

5.0

(1)

I offer support for students who have trouble getting good grades in business economics. I have years of experience in financial analysis as well as training and tutoring.

My focus is on theory, which translates into practice.

I also like to provide support with projects and papers.

I explain the analysis of the balance sheet and profit and loss account, the cash flow analysis and tax concepts in a clear manner. In addition, I can think along well in the field of management & organization and macro-economic structures.

Tom

5.0

(1)

About me
My name is Tom and I obtained my master's degree in Finance & Investments from Erasmus University. I enjoy sharing my enthusiasm and knowledge about topics such as business economics, economics, finance and accounting with everyone I mentor! During and after my studies I worked at an investor, investment bank and scientific research institute, and I am currently setting up my own company. I have been tutoring regularly since 2020; both to high school students and to adults pursuing a master's degree.

About my coaching
If you are struggling with a specific topic, we can see together what you are good at and what we can best focus on during the sessions. Some courses that I have supervised in the past are: business economics, economics, mathematics, bookkeeping/accountancy, cost accounting, managerial accounting, financial accounting, business economics (beco), risk management and investments. I provide advice on learning methods, how to best prepare for the subject and how to best read test questions. This method turns out to be very effective!

Why choose my tutoring?
- I'm quick to put my finger on the sore spot
- I adapt my lessons to the latest exam requirements and developments in the profession
- I teach pupils/students methods to apply to exams and exams

Mehdi

5.0

(1)

I am a certified communication scientist (WO, MSc.) who teaches computational data analysis methods in SPSS, Python, R and thesis supervision.

During the lessons we can cover the basics of computational methods or data analysis. I can also help you gain a better understanding of the data structure, design a questionnaire in QUALTRICS (or similar program), or collect data together with you. We can do this in the programs Python, R or SPSS. I am also an expert in supervising theses.

I give lessons of one hour as standard, but these can be longer if desired. If you are looking for guidance for a longer period, I can offer you a package where you get a discount on my hourly rate.

I have experience teaching computational data analysis and machine learning at university and college level. I myself have a research master's degree in communication sciences.

Stephen

5.0

(1)

I believe that anyone can learn to program. And with an average rating of 8.5 for my exam training at, among others, lyceo, I have experienced a lot of others doing the same.

Because of the programming minor that I did in addition to my Master's degree in Mathematics, I have seen where the friction is with many students and that often helped them on their way. I can do that because I taught myself to program next to my study Do you need help with a programming assignment, or are you not very good at the theory on your own? Then we start by looking at what you do know or understand, and where things are still unclear. Based on your understanding, we devise a plan of action for your assignment together.

We usually only have an hour together and that flies by. That is why I offer for the entire week (7 days) after our tutoring to help you online, via WhatsApp or Messages (iOS)

See you soon!

Gergely

5.0

(1)

What is this AI thing everybody is talking about these days? Do you want to understand technology at a deeper level? Are you interested in how common applications fundamentally operate? Would you like to improve your logical and analytical skills (not to mention endurance and patience)?
Learning to code - a phrase that is all too popular nowadays. Still, dealing with programming languages is kind of inevitable in every sector. And by becoming fluent in Python or AI techniques you broaden the spectrum of your possibilities, in academia, in the job market and in your personal life too!
There is simply no better language than Python to begin with on your exciting coding journey. And there is also no better way of doing that than by having someone personal to ask questions to. This way you not only don't have to waste time and effort on a stupid typo, but you're also less likely to give up. Effort * Encouragement = Success!

Yoeri

5.0

(1)

I teach Python classes , both in English, French and Dutch. I am a trained teacher, have been tutoring for several years, and have years of professional experience as Analytics Consultant. My goal is to teach at your level, making you as independent as possible, as quickly as possible.
I can help both with solving concrete problems, and learning Python in general. While I have used many different libraries the past few years, I have specialised knowledge regarding data analysis, visualisation and data science (Numpy, Pandas, Scikitlearn, Seaborn, Scikitlearn ...)

Niek

5.0

(1)

I am a former tutor from Maastricht University, currently working in an industry position as a Finance & Control Consultant. Fortunately for you, I miss my teaching days quite a lot and therefore still work as a private tutor on the side!

I have completed a Master's in Accountancy (formally Accounting and Business Information Technologies) at Maastricht University, and have taught the following courses for the AIM and Finance departments:

o Accounting and Financial Reporting (EBC1037/EBC1038)
o Finance (EBC1026)
o Managerial Finance and Accounting (EBC2615)
o Accounting (BENC2010)
o Corporate Governance (EBC2020)
*overall tutor grade: 8.8/10

If you are struggling with any of the above subjects, or have general questions regarding Accountancy and/or Finance, feel free to contact me!

Sander

5.0

(1)

I specialize in tutoring finance, economics and business economics to students and adults. In this course aim to challenge my students by having them work through increasingly complex exercises. As I am a big believer in learning by doing, I strongly focus my classes on practical exercises , and try to keep lecturing and theoretical explanations to a minimum.

Mohamed

5.0

(1)

Whether you are a beginner writing your first lines of code or an advanced learner tackling complex concepts, I tailor lessons to suit your needs. Together, we will focus on practical skills, problem-solving, and real-world projects to make programming intuitive and rewarding. Let’s work together to turn your goals into achievements!

Milan

5.0

(1)

I offer Microsoft Excel tutoring for anyone looking to improve their skills, from high school students to aspiring professionals. Whether you’re just starting out and want to learn the basics like formulas, graphs, and pivot tables, or you’re more advanced and want to set up automated models, I’m here to help.

You determine the curriculum: we can work on specific tasks, such as school projects or work-related analyses, but I can also put together a structured curriculum to build your skills step by step.

For advanced users, I offer guidance in developing smart templates and models, so that you can perform analyses faster and more efficiently in the future. With my lessons, you will not only learn to understand Excel, but also to apply it practically to save time and make an impression. Suitable for anyone who wants to distinguish themselves with strong Excel skills!

Besides MS Excel, we can also delve deeper into the other Office applications and how to create attractive presentations in Powerpoint or Word.

Milena

5.0

(1)

I teach the basics of futures trading, and I bring 2 years of hands-on experience in these markets to help you learn effectively. Futures trading can seem complex at first, but I break it down into simple, practical steps so anyone can understand and start applying it.

This is a course of 5 (60 minute classes), I only teach in english.

Lesson 1: What Futures Are: I explain what a futures contract is, how it represents an agreement to buy or sell an asset at a predetermined price on a future date, and why traders use them.

Lesson 2:. Going Long and Short: You’ll understand the difference between taking a long position (expecting prices to rise) and a short position (expecting prices to fall), and how to apply these strategies in real market scenarios.

Lesson 3:Leverage and Margin: Futures allow you to control large positions with a small amount of capital. I teach how leverage works, how to calculate margin requirements, and why proper risk management is critical to avoid big losses.

Lesson 4: Risk Management: Personally the most important part: I show practical ways to protect your capital, set stop-losses, and manage trades so you can stay in the game longer while minimizing unnecessary risk.

Lesson 5:Practical Examples and Trading Mindset: Beyond theory, I provide real examples, explain chart reading basics, and guide you on how to develop a disciplined trading mindset.