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Overview
Analyze Stocks with Pandas, Numpy, Seaborn & ChatGPT. Create, analyze & optimize Index & Portfolios (CAPM, Alpha, Beta) What you'll learn: Step into the Financial Analyst role and give advice on a clients financial Portfolio (Final Project)Import large Financial Datasets / historical Prices from Web Sources and analyze, aggregate and visualize themCalculate Return, Risk, Correlation and Rolling Statistics for Stocks, Indexes and PortfoliosCreate, analyze and optimize financial Portfolios and understand the use of the Sharpe RatioIntuitively understand Modern Portfolio...
Syllabus
- Getting Started
- -- PART 1: DATA ANALYSIS WITH PYTHON & PANDAS: FROM ZERO TO HERO --
- **NEW** Pandas Coding with your personal assistant - ChatGPT
- Pandas Basics
- Excursus: How to avoid and debug Coding Errors (incl. ChatGPT)
- Pandas: Intermediate Topics
- Data Visualization with Matplotlib and Seaborn
- Pandas: Advanced Topics
- ----- PART 2: FINANCIAL DATA ANALYSIS ------
- Time Series Data in Pandas: Introduction
Instructor
Alexander Hagmann
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