Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Coursera

Data and Statistics Foundation for Investment Professionals

CFA Institute via Coursera

Overview

Aimed at investment professionals or those with investment industry knowledge, this course offers an introduction to the basic data and statistical techniques that underpin data analysis and lays an essential foundation in the techniques that are used in big data and machine learning. It introduces the topics and gives practical examples of how they are used by investment professionals, including the importance of presenting the “data story" by using appropriate visualizations and report writing.

In this course you will learn how to:
- Explain basic statistical measures and their application to real-life data sets
- Calculate and interpret measures of dispersion and explain deviations from a normal distribution
- Understand the use and appropriateness of different distributions
- Compare and contrast ways of visualizing data and create them using Python (no prior knowledge of Python necessary)
- Explain sampling theory and draw inferences about population parameters from sample statistics
- Formulate hypotheses on investment problems

This course is part of the Data Science for Investment Professionals Specialization offered by CFA Institute.

Syllabus

  • Welcome to Data and Statistics Foundation for Investment Professionals
  • Measures of Central Tendency
  • Measures of Dispersion
  • Distributions
  • Data Visualization Techniques
  • Sampling Theory
  • Hypothesis Testing
  • Final Project
    • The final project places you in the role of a junior analyst who has been presented with data and needs to manipulate it in a meaningful way and present your findings to your manager in a well written report. It will test many of the things, including Python, that you have learned throughout this course. This final assessment is worth a maximum of 40% (out of a total of 100%) and counts towards your success in this course.

Taught by

Neil Govier, CFA

Reviews

4.5 rating at Coursera based on 16 ratings

Start your review of Data and Statistics Foundation for Investment Professionals

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.