Download Investment Management with Python and Machine Learning Specialization

Description

Investment Management with Python and Machine Learning Specialization is an investment management and portfolio training series with Python programming language and machine learning techniques published by Coursera Online University. One of the most important applications of data science and machine learning is the examination and analysis of financial market data. These analyzes help us to make better decisions in the field of investment and trading and to prevent the occurrence of intermittent errors and problems in these decisions. During the process of this training course, you will get acquainted with different methods and methods of analysis and review of financial market data in a completely specialized way and you will gain valuable skills in this field.

Examining market data is not only used in the fields of fundamental analysis theories and price analysis, but it can also help us in the practical implementation of decisions. This training course is completely practical and project-oriented, and you will implement all the skills and topics learned in a practical way using the Python programming language.

What you will learn in the Investment Management with Python and Machine Learning Specialization course:

risk management
Capital management
Creating and organizing a portfolio
Analysis of investment portfolios
Python programming language and its basic principles
Implementation of various data science techniques in investment decisions
Optimizing the investment portfolio
Personal portfolio management
Advanced and professional visualization of investment data for quick and professional analysis
Creating different investment strategies
Multiple applied machine learning techniques in financial and investment markets
And …

Course details

Publisher: Coursera
Instructor: Vijay Vaidyanathan, Lionel Martellini, John Mulvey, Gideon Ozik and Sean McOwen
English language
Providing institution/university: EDHEC Business School
Education level: introductory
Number of courses: 4
Duration of training: assuming 4 hours of work per week, about 5 months

Available courses in Investment Management with Python and Machine Learning Specialization

Course 1

Introduction to Portfolio Construction and Analysis with Python

Course 2

Advanced Portfolio Construction and Analysis with Python

Course 3

Python and Machine Learning for Asset Management

Course 4

Python and Machine-Learning for Asset Management with Alternative Data Sets

Course prerequisites

This digital specialization program is meant to be self-contained and no prior knowledge or Python or portfolio analysis is assumed or required. On the other hand, learners are expected to show a good dose of enthusiasm for, and interest in, the subject of data science applied to investment management.