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.
提供：
このコースについて
39,036 最近の表示
柔軟性のある期限
スケジュールに従って期限をリセットします。
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
初級レベル
Background in investment products and firms
約21時間で修了
英語
字幕：英語
学習内容
Demonstrate the importance of and techniques for presenting data and the “data story”
Understand data distributions and the importance and use of statistical measures
Use statistical sampling and hypothesis testing to gain insight into population parameters
Calculate data statistics and produce visualizations using Python
習得するスキル
- Data Science
- Python Programming
- Communication
- General Statistics
- Statistical Hypothesis Testing
柔軟性のある期限
スケジュールに従って期限をリセットします。
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
初級レベル
Background in investment products and firms
約21時間で修了
英語
字幕：英語
提供：
CFA協会
CFA Institute is a global association of investment professionals. The mission of CFA Institute is served by generating value for core investment management professionals and engaging with the core investment management industry to advance ethics, market integrity, and professional standards of practice, which collectively contributes value to society.
シラバス - 本コースの学習内容
27分で修了
Welcome to Data and Statistics Foundation for Investment Professionals
27分で修了
1件のビデオ （合計7分）, 1 学習用教材
4時間で修了
Measures of Central Tendency
4時間で修了
6件のビデオ （合計24分）
2時間で修了
Measures of Dispersion
2時間で修了
4件のビデオ （合計12分）
3時間で修了
Distributions
3時間で修了
5件のビデオ （合計21分）
4時間で修了
Data Visualization Techniques
4時間で修了
5件のビデオ （合計29分）, 2 学習用教材, 9 個のテスト
Data Science for Investment Professionals専門講座について
This Specialization is uniquely tailored to the needs of investment professionals or those with investment industry knowledge who want to develop a basic, practical understanding of machine learning techniques and how they are used in the investment process. Through the three courses, you will learn techniques for presenting data and importance of the “data story”, produce data visualizations using Python, assess and apply probability concepts to investing scenarios, compare simple time-series models and understand their limitations, discover how machine learning applications can address investment problems, and understand how to apply the CFA Institute Ethical Decision-Making Framework to machine learning dilemmas. All that you learn in this Specialization will give you the knowledge and confidence to explain clearly and “translate” machine learning concepts and their application to real-world investment problems to a non-expert audience and clients. Check out this short video overview.
よくある質問
いつ講座や課題にアクセスできるようになりますか？
この専門講座をサブスクライブすると何を行うことができるようになりますか？
学資援助はありますか？
Does completing this course give me credit in any CFA Institute Programs?
さらに質問がある場合は、受講者ヘルプセンターにアクセスしてください。
