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学生对 Google Cloud 提供的 Introduction to Trading, Machine Learning & GCP 的评价和反馈

4.0
890 个评分

课程概述

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)....

热门审阅

AK

May 28, 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.

MS

Jan 29, 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.

筛选依据:

126 - Introduction to Trading, Machine Learning & GCP 的 150 个评论(共 243 个)

创建者 Bernardo H

Jul 16, 2023

I liked the course teaching, materials, flow and hands-on exercises. I am not giving it five star, as the coding exercises could have been more learning focused rather that solutions showcasing focused

创建者 Le R U

Jul 11, 2024

Not as prominent or important as the Finance specialization but important factor more so in the lifestyle factor of classification and could be useful to other fortune 500 companies.

创建者 Lucas R A

Jun 3, 2020

Good introduction to quant theory and ML, labs could be a lot better though, they lack proper explanations and don't cover some of the basics necessary to complete them.

创建者 Debashish D G

May 5, 2020

The lectures appear to jump around a bit. Looks like it was stitched together from different places. So the course lacks a continuity I have seen in other courses.

创建者 Shailendra k v

Jan 18, 2022

Good material... Assignment are very helpful. Flow is bit choppy specially for ML parts. It switches from simple to advance topic rather randomly.

创建者 Piero R

May 11, 2020

It's a good course, but the volume is TOO LOW, and they don't go into detail in the programming phase for python. but it's good overall.

创建者 Samuel T

Jan 15, 2020

Some of the content in Week 4, might be better placed earlier in the course. Other than that it was a great learning experience.

创建者 Martin L

Jul 14, 2021

Even are more basic knowledge of Trading and ML, still with specific data relative Trading and finance, Great!

创建者 Benjamin P

Apr 4, 2020

Not as much coding as I would have wanted, or atleast exposure to code. Very solid historical context though.

创建者 VICTOR T

Aug 9, 2022

Pretty basic concepts, although being titled as "Introduction" it does what it is supposed to do. Good job.

创建者 Michael M

Apr 19, 2020

Pretty great course. Sometimes there was too much detail and other times not enough but overall I loved it.

创建者 Brian B

Apr 8, 2021

Was pretty good. Would be nice to have some links to resources on BQML specific query language.

创建者 Soren B

Apr 21, 2020

Good intro. Could use some additional work on the ARIMA model lab on tuning the parameters.

创建者 Anirban S

Jan 19, 2020

Introduces concepts in a lucid way albeit depending on some prerequisite knowledge at times.

创建者 Alejandro A S

Jul 14, 2020

the course is not very organized, the material presented are not clever in order

创建者 Andrew S

Jun 23, 2020

Shortage of practice but good for learning something new about stock markets.

创建者 Iskander R

Jun 6, 2020

Good as introductory course. Looking forward for more in depth topics. Thanks

创建者 Alvar S I

Sep 4, 2020

Muy bueno por conjugar muy bien el mercado de capitales con la programación

创建者 Sergio G

Apr 26, 2020

Easy to follow. It lacks of a more applied number of examples and cases.

创建者 Ocin L

Apr 10, 2020

More explanation on the lab and the function being use would be great!

创建者 LI,Aaron

Aug 26, 2024

The big query is a drawback. Otherwise, it is a perfect course.

创建者 Ronnie Y

May 9, 2020

Course content should include more practical in each section

创建者 RENATO V M S

Jul 2, 2021

Nice course but showing only the peak of the GCP iceberg!!!

创建者 Kong

Jan 1, 2021

Overall good experience. But first lab is confusing.

创建者 domenico r

Apr 13, 2020

I was expecting more coding on python