Python Financial Analytics with Python

Financial Analytics with Python

Catalog: Python
Short name: FA with python
Course start date: 2024-07-02
Paystack

Description

Don't worry if you are a total newbie and have no prior experience with coding. We begin with the very beginning. Beginners and those who wish to brush up on their Python knowledge should start with the first section of the course. Once the fundamentals have been covered, we will then be prepared to take on tasks involving financial calculations and portfolio optimization.


Financial Foundations.


And it gets better still! This course's financial component will teach you in-demand practical abilities that employers want to see. You must focus on a certain area of interest if you want to become a highly paid coder. 


We will cover a variety of tools and strategies used by finance professionals on a daily basis in this course, with a concentration on finance:



Rate of return of stocks  


Risk of stocks  


Rate of return of stock portfolios  


Risk of stock portfolios  


Correlation between stocks  


Covariance  


Diversifiable and non-diversifiable risk  


Regression analysis  


Alpha and Beta coefficients  


Measuring a regression’s explanatory power with R^2  


Markowitz Efficient frontier calculation  


Capital asset pricing model  


Sharpe ratio  


Multivariate regression analysis  


Monte Carlo simulations  


Using Monte Carlo in a Corporate Finance context  


Derivatives and type of derivatives  


Applying the Black Scholes formula  


Using Monte Carlo for options pricing  


Using Monte Carlo for stock pricing.

Course Duration:-2h 2m

Sections

General
0 activities

Introduction to Course
How to Install Python Software
Use of Python Libraries
Data Analysis
Working on Dataframe Part 1
Working on Dataframe Part 2
Working on Dataframe Part 3
Base of Analytics
Financial Time Series Analysis
Regression Analysis
Data Visualisation
Data Visualisation Continue
Financial Plots
3D Charts
Course Certificate

Secure Video
14
Certificate
1
Cost: 5000

Tag

Course Duration:-2h 2m