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python-for-banking-finance's Introduction

Python for Banking Finance

Objective

  • Understand Python use cases in Finance
  • Understand Python coding
  • Understand how to apply Python in financial use cases

Time

  • Total 6 courses, each 30 minutes

Format

Course Topic

  • Question: What’s the finance problem? How can Python solve the problem?
  • Topics 1, 2, 3, ..., n
  • Recap
  • Excercise
  • Next Step

Outline

  • Why Python for Finance
    • Finance Use Cases
    • Python Ecosystem
    • Zen of Python
    • Python IDE
    • Hello World
  • Python for finance algorithm
    • Option Pricing Model
    • Variables and Data Types
    • Condition and Loop
    • Function
    • Class and Object
    • Package and Module
  • Python for financial time series analysis
    • Reading csv
    • Pandas
  • Python for market evaluation analytics
    • Stock Data
    • Data Visualization
    • Data Analytics
  • Python for machine learning
    • Quant Trading
    • Machine Learning Overview
    • Scikit-Learn for Prediction
  • Python for trading strategies

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