Title
Portfolio Optimization: Excel, R, Python & ChatGPT
Investing, Trading, Finance, Stock Market, ETF, Excel Solver, R fPortfolio, Python PyPortfolioOpt yfinance, ChatGPT GPT

What you will learn
Optimize for the highest Sharpe ratio in a real data portfolio using Excel´s Solver Add-in and R´s fPortfolio package
Understand and Operationalize Markowitz´s Portfolio Theory
Calculate Variance and Sharpe ratio for a twenty-asset portfolio
Compute Covariance and Correlation of two assets
Calculate Value at Risk (VaR) of a Portfolio
Learn basic Vector Algebra (Matrix Multiplication)
Why take this course?
🎓 Course Title: Portfolio Optimization: Excel, R, Python & ChatGPT
Course Description:
Elevate Your Financial Analysis Skills with Our Updated Course: "Investment Portfolio Optimization in Excel, R, and Beyond" 🚀
Course Headline: Master the Art of Asset Allocation with cutting-edge tools and techniques!
About the Instructor:
Meet your mentor, Carlos Martínez, PhD - a seasoned expert in financial analysis with a Ph.D. from the University of St. Gallen, Switzerland. With a global presence in academic conferences and co-authoring numerous teaching cases for Harvard and Michigan's case libraries, Dr. Martínez is your perfect guide to navigating the complexities of investment portfolio optimization. 🎓✨
What's New?
Our course has undergone a significant upgrade! We now integrate Python's PyPortfolioOpt, ChatGPT, and real-time market data from European and Indian stock markets. This update isn't just about geographical expansion; it's about providing you with a richer, more practical learning experience. 🌍📈
Course Highlights:
- Engaging Presentations & Tutorials: Gain insights through compelling content and in-depth tutorials that demystify portfolio optimization.
- Practical Learning-by-Doing: Apply your knowledge with hands-on tasks using real-time stock prices, accompanied by detailed solutions to aid your understanding.
- Comprehensive Resources: Access a treasure trove of educational materials including video content, Excel templates, R scripts, and Python code snippets.
- Solutions to Challenging Assignments: Test your skills with challenging assignments and their corresponding solutions to ensure you're grasping the concepts thoroughly.
- Theoretical Foundations & Advanced Applications: From a basic two-asset portfolio to a complex 20-asset one, learn how to utilize R's fPortfolio package and Python's PyPortfolioOpt for efficient computations.
Who Should Enroll?
This course is tailored for university students and finance professionals who are eager to delve deeper into financial analysis or explore risk asset investments. A basic understanding of spreadsheets, R, and Python is recommended (an introductory segment on vector algebra is provided for those starting out). 📊
Take the Leap:
Are you ready to go beyond conventional financial analysis? Embrace the future with our comprehensive course on investment portfolio optimization using Excel, R, Python, and ChatGPT. Join us now and transform your financial analytics skills! 🚀💼
Embark on this enriched learning journey today and not only enhance your expertise but also stay ahead in the ever-evolving field of financial analytics. Your success in the financial domain awaits, and we're here to guide you every step of the way! 🌟📚
Join Us Now:
Don't miss this opportunity to be at the forefront of financial analysis. Enroll in our course "Portfolio Optimization: Excel, R, Python & ChatGPT" and take your skills to the next level! 🎉🛣️
See you in class, where together we'll unlock the full potential of investment portfolio optimization! Let's embark on this transformative educational adventure and chart a course for success. 🧭🚀
Screenshots




Our review
Course Review Synthesis
Overview
The course in question has received an outstanding global rating of 4.50, with all recent reviews conveying nothing but positive feedback. The consensus among learners is that it is a highly beneficial and practical course for those looking to deepen their understanding of portfolio theory, especially when accompanied by the use of RStudio software.
Pros
Content and Clarity
- Ease of Understanding: The course content is designed to be accessible, with clear explanations that facilitate understanding. (Review 1, Review 3)
- Practical Application: Exercises and assignments provided in the course are directly applicable to real-world scenarios, which aids in retention and practical knowledge acquisition. (Review 2, Review 3)
Instructor's Performance
- Interactive Learning: The instructor is praised for their ability to engage students through interactive learning, making complex topics approachable. (Review 2)
Resource Availability
- Supporting Materials: The course includes a variety of materials that assist learners in mastering the subject matter beyond the basics covered in Excel, and guides them towards effectively using RStudio. (Review 1, Review 3)
Educational Value
- Foundation for Advanced Learning: This course sets a solid foundation for advanced learning, particularly in quantitative finance fields. (Review 3)
- Wide Appeal: It caters to a diverse audience ranging from individual investors looking to structure optimal portfolios to those starting their quant career. (Review 2)
Specific Learning Outcomes
- Understanding Key Concepts: The course allows students to grasp important concepts such as stock returns, risk measurement, and portfolio theory. (Review 4)
Cons
(Note: There were no significant cons reported in the reviews. However, learners may need to have a certain level of familiarity with RStudio beforehand to maximize the benefit from the course.)
Skill Prerequisites
- Software Proficiency: While the course benefits from including RStudio applications, some learners may find it helpful to have pre-existing familiarity with the software to fully utilize the course content. (Inferred from Review 3)
Conclusion
The course is highly recommended for anyone interested in portfolio theory and its practical application using RStudio or similar statistical software. The positive feedback from recent learners suggests that it not only enriches their understanding of financial concepts but also offers a comprehensive learning experience that extends beyond basic spreadsheet operations. Students who invest time in this course are likely to gain valuable insights into the world of quantitative finance, whether they are seasoned investors or beginners starting their journey in this field.
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