This course 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. Incorporating real-life case studies, this course covers both the technical and the “soft skills” necessary for investment professionals to stay relevant.
提供：
このコースについて
7,997 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17時間で修了
英語
字幕：英語
学習内容
Describe how machine learning applications can address real-world investment problems
Explain machine learning concepts and techniques to a non-expert audience
Utilize the language of data science when working with data scientists and data engineers
Apply the CFA Institute Ethical Decision-Making Framework to machine learning dilemmas
習得するスキル
- Data Science
- Ethics
- Machine Learning
- Communication
- Investment
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17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
1時間で修了
Welcome To Machine Learning for Investment Professionals
1時間で修了
2件のビデオ （合計7分）, 2 学習用教材
2時間で修了
Machine Learning
2時間で修了
4件のビデオ （合計32分）, 3 学習用教材, 2 個のテスト
3時間で修了
Supervised Learning
3時間で修了
6件のビデオ （合計37分）, 3 学習用教材, 5 個のテスト
2時間で修了
Unsupervised Learning
2時間で修了
4件のビデオ （合計29分）, 2 学習用教材, 2 個のテスト
3時間で修了
Deep Learning
3時間で修了
4件のビデオ （合計22分）, 2 学習用教材, 5 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。
