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.
Este curso faz parte do Programa de cursos integrados Data Science for Investment Professionals
oferecido por
Informações sobre o curso
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Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível iniciante
Background in investment products and firms
Aprox. 17 horas para completar
Inglês
Legendas: Inglês
O que você vai aprender
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
Habilidades que você terá
- Data Science
- Ethics
- Machine Learning
- Communication
- Investment
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível iniciante
Background in investment products and firms
Aprox. 17 horas para completar
Inglês
Legendas: Inglês
oferecido por
Instituto CFA
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.
Programa - O que você aprenderá com este curso
1 hora para concluir
Welcome To Machine Learning for Investment Professionals
1 hora para concluir
2 vídeos (Total 7 mín.), 2 leituras
2 horas para concluir
Machine Learning
2 horas para concluir
4 vídeos (Total 32 mín.), 3 leituras, 2 testes
3 horas para concluir
Supervised Learning
3 horas para concluir
6 vídeos (Total 37 mín.), 3 leituras, 5 testes
2 horas para concluir
Unsupervised Learning
2 horas para concluir
4 vídeos (Total 29 mín.), 2 leituras, 2 testes
3 horas para concluir
Deep Learning
3 horas para concluir
4 vídeos (Total 22 mín.), 2 leituras, 5 testes
Sobre Programa de cursos integrados Data Science for Investment Professionals
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.
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
O que recebo ao me inscrever nesta Especialização?
Existe algum auxílio financeiro disponível?
Does completing this course give me credit in any CFA Institute Programs?
Mais dúvidas? Visite o Central de Ajuda ao estudante.
