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Voltar para Introduction to Trading, Machine Learning & GCP

Comentários e feedback de alunos de Introduction to Trading, Machine Learning & GCP da instituição Google Cloud

716 classificações
191 avaliações

Sobre o curso

In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative trading strategies. This course will help you gauge how well the model generalizes its learning, explain the differences between regression and forecasting, and identify the steps needed to create development and implementation backtesters. By the end of the course, you will be able to use Google Cloud Platform to build basic machine learning models in Jupyter Notebooks. To be successful in this course, you should have advanced competency in Python programming and familiarity with pertinent libraries for machine learning, such as Scikit-Learn, StatsModels, and Pandas. Experience with SQL is recommended. You should have a background in statistics (expected values and standard deviation, Gaussian distributions, higher moments, probability, linear regressions) and foundational knowledge of financial markets (equities, bonds, derivatives, market structure, hedging)....

Melhores avaliações


29 de jan de 2020

Excellent! But, I am missing some of the prerequisites since I just wanted to take a chance and try things out, but feel like proceeding further might lead to some stumbling blocks.


20 de nov de 2020

I thought this was excellent. Some familiarity with standard SQL is needed to get the most benefit from the materials, and the course is clearly aimed at GCP users.

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51 — 75 de 192 Avaliações para o Introduction to Trading, Machine Learning & GCP

por Pedro S

7 de jun de 2020

Not very well structured, not coding explanation or training, you can fail the quiz as many times you like, re do them 100 times, and get a perfect score. Some concepts are well explained, but for example, when that guy explained about the neural networks, he started talking as if I was a expert on neural networks. I wont be posting this certificate on my Linkedin account, because after doing this course, I do not feel that I have learn enough to say that I understand ML.

por Deleted A

18 de jan de 2020

The course is mostly an advertisement for google cloud. What little there is about ML is a freshman 101 course — targeted at someone who has no idea, not practitioners as the syllabus suggests. But mostly, it’s about google cloud.

por Nicolo P

19 de set de 2021

No way for me to unenroll for this course and it hasn't even been 14 days. Coursera needs to do something about this


8 de jan de 2020

good introductory to ML and AI. however in the context of mostly trading, which is typically a regression problem. useful for some one who is new to ML and looking to learn or get exposed to possible use cases of ML and AI. Advanced users, probably know most of these techniques

por DeWitt G

13 de mai de 2020

Although I would have liked to see some examples of these models actually working in production, this course is a great introduction to the principles of using Google Cloud Tools to build machine learning models for trading.

por Anton K

28 de mai de 2020

Very interesting course, I totally agree that there are very few courses that cover time-series analysis. I haven't tried BigQuery before. Looking forward to next courses in this specialization.

por Antony J

21 de nov de 2020

I thought this was excellent. Some familiarity with standard SQL is needed to get the most benefit from the materials, and the course is clearly aimed at GCP users.

por Inna P

9 de jul de 2021

Great introductory course to give you the taste of what lies ahead. Not a stand alone, as does not provide sufficient knowledge to build DNN on financial data.

por 陈俪师

21 de mar de 2021

Google Lab is very interesting and useful for me to understand the course, it also strengthen my SQL skills, Recommended!

por betty y

19 de out de 2020

1. Excellent experience in AI lab; 2. Straightforward introduction of the Models; 3. Exercise also has inspiration

por aiye0003 J

2 de mai de 2020

This is a very good course because it tuned my already forecasting knowledge to look more into machine learning

por Andrew

13 de jan de 2020

Good course that gives a lot of breadth as an introduction to machine learning in finance. Well put together

por Kareem S

10 de mai de 2021

Great course, thank you to the talented people at Google for making this available at relatively low cost.

por Gabriel V

6 de ago de 2020

This is an amazing way to use data science in finance. This course is quite clear and easy to finish.

por Ed E

11 de mai de 2021

Great instructors and content. Clear topics explanations and straightforward practice coding labs

por Ralph S

22 de mar de 2020

Great introduction course that gives you an idea of various concepts of machine learning

por Edgar C

1 de fev de 2021

Excelente el curso. Lo recomiendo solo debes tener conocimiento básico de Phyton.

por Evangelos P

5 de jul de 2020

Nice course, this complex subject is introduced step by step with many examples!

por Arunkumar M

13 de jan de 2020

Great introduction for people who want to get started in ML, GCP and Fin Tech

por Andrei P

29 de nov de 2020

Very well focused materials with respect to the purpose of the course.

por Aaditya k

17 de jun de 2021

Great course, great content, and great instructors.

Thank you coursera

por Ankitha G G

4 de jun de 2021

A really good introduction to how AI works in the world of trading.

por Kyungmin K

2 de set de 2020

It's good start to learn about basic background on ML & GCP.

por Adithya K S

12 de mai de 2020

Wonderful...This was an amazing Intro to Trading and ML

por hamed a

1 de abr de 2021

Thank you so much

it was really great for me

Best wishes