Python for Finance: Investment Fundamentals and Data Analytics [Video]

Python for Finance: Investment Fundamentals and Data Analytics [Video]

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Learn Python programming and conduct real-world financial analysis in Python: complete Python training
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Video Details

ISBN 13 9781789618976
Course Length 6 hours 59 minutes

Table of Contents

Welcome! Course Introduction

Video Description

This course will take you on a journey where you'll learn how to code in Python. You will learn how to use Python in a real working environment and explore how Python can be applied in the world of Finance to solve portfolio optimization problems. The first part of the course is ideal for beginners and people who want to brush up on their Python skills. And then, once we have covered the basics, we will be ready to tackle financial calculations and portfolio optimization tasks. The Finance block of this course will teach you in-demand, real-world skills employers are looking for. This explains topics such as how to work with Python's conditional statements, functions, sequences, and loops, build investment portfolios, and more.

The code bundle for this video course is available at https://github.com/PacktPublishing/Python-for-Finance-Investment-Fundamentals-and-Data-Analytics

Style and Approach

This course will teach you Python programming and how to conduct real-world financial analysis in Python—in short, complete Python training. It is packed with step-by-step instructions, extensive case studies, training, and more. To use this course, you will need to install Anaconda; we show you how to do this in one of the first lectures in the course.

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What You Will Learn

  • Learn how to code in Python
  • Take your career to the next level
  • Work with Python's conditional statements, functions, sequences, and loops
  • Work with scientific packages, such as NumPy
  • Understand how to use the Pandas data analysis toolkit 
  • Plot graphs with Matplotlib
  • Use Python to solve real-world tasks
  • Get a job as a data scientist with Python
  • Acquire solid financial acumen
  • Carry out in-depth investment analysis
  • Build investment portfolios
  • Calculate risk and return for individual securities
  • Calculate risk and return for investment portfolios
  • Apply best practices when working with financial data
  • Use univariate and multivariate regression analysis
  • Understand the Capital Asset Pricing model
  • Compare securities in terms of their Sharpe ratio
  • Perform Monte Carlo simulations
  • Learn how to price options by applying the Black Scholes formula
  • Be comfortable applying for a developer job in a financial institution

Authors

Table of Contents

Welcome! Course Introduction

Video Details

ISBN 139781789618976
Course Length6 hours 59 minutes
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