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Introduction to Python for Finance
Beginner
Updated 12/2024Start course for free
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PythonApplied Finance4 hours14 videos54 exercises4,600 XP77,233Statement of Accomplishment
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Course Description
Learn the Fundamentals of Python for Finance
The financial industry uses Python extensively for quantitative analysis, ranging from understanding trading dynamics to risk management systems. This course will show you how to analyze your financial data by building your Python skills.Manipulate and Visualize Data with Python Packages
The first chapter explains how Python and finance go hand in hand. You will then learn Python basics such as printing output, performing calculations, understanding data types, and creating variables.Next, you’ll cover lists and arrays in Python, exploring how you can use them to work with data. You’ll use the NumPy and Matplotlib packages to manipulate and visualize data.
Perform Financial Analysis Using Python
Finally, you will finish the course by conducting a Python financial analysis on an S&P 100 dataset. Here, you will apply your Python skills to filter lists, summarize sector data, plot P/E ratios in histograms, visualize financial trends, and identify outliers.By the end of the course, you will be confident in your basic Python skills and practical financial analysis skills. These skills are highly rewarded in the finance industry to solve quantitative finance problems. This course is part of our Finance Fundamentals in Python track which is perfect for those who wish to delve deeper into Python for finance.
Prerequisites
There are no prerequisites for this course1
Welcome to Python
2
Lists
3
Arrays in Python
4
Visualization in Python
5
S&P 100 Case Study
Introduction to Python for Finance
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