Manage Finance Data with Python & Pandas: Unique Masterclass

Description

Manage Finance Data with Python & Pandas: Unique Masterclass is a training course on reserve balance analysis using Pandas, Numpy, Seaborn and Plotly, in which it is created, analyzed, optimized, indexed and assets (CAPM, Alpha, Beta ) you get to know. It doesn’t matter if you want to learn machine learning or you want to easily increase the productivity of working in financial data, the first step is to leave Excel and manage your financial data with the help of Python and Pandas, which is discussed in this course.

What you will learn in Manage Finance Data with Python & Pandas: Unique Masterclass course:

Gain a role in economic analysis with ease and make recommendations on the client’s property
Import huge financial datasets and price history through web sources and analyze, aggregate and visualize them
Calculate return, risk, correlation, and role statistics for products, indices, and assets
Construct, analyze and optimize financial assets and understand the use of the Sharpe ratio
Intuitive understanding of modern asset theory (CAPM, Beta, Alpha, CML, SML, Risk Diversification) with real data examples
Creating passive price charts with technical indicators (Volume, OHLC, Candlestick, SMA and…)
Constructing financial indicators (price-, equal- and value-weighted) and understanding the difference between rate of return and total return
Easily switch between daily, weekly, monthly and yearly returns and understand the benefits of using reports
Start from scratch and learn all the basics and the powerful Pandas library

Course details

Publisher: Udemy
Instructors: Alexander Hagmann
English language
Training level: introductory to advanced
Number of courses: 257
Duration: 26 hours and 54 minutes

Course topics Manage Finance Data with Python & Pandas: Unique Masterclass 2021-2:

Course prerequisites:

No specific finance knowledge needed! The course intuitively explains the major fundamentals of Finance and Portfolio Theory based on data examples.

Ideally some Spreadsheet Basics/Programming Basics (not mandatory, the course guides you through the basics)

A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.

An internet connection capable of streaming videos

Some high school level math skills would be great (not mandatory, but it helps)