About this Course

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Flexible deadlines
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Shareable Certificate
Earn a Certificate upon completion
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Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
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Intermediate Level

Familiarization with basic concepts in Machine Learning and Financial Markets; advanced competency in Python Programming.

Approx. 9 hours to complete
English

What you will learn

  • Understand the fundamentals of trading, including the concepts of trend, returns, stop-loss, and volatility.

  • Define quantitative trading and the main types of quantitative trading strategies.

  • Understand the basic steps in exchange arbitrage, statistical arbitrage, and index arbitrage.

  • Understand the application of machine learning to financial use cases.

Skills you will gain

  • Finance
  • Trading
  • Investment
  • Machine Learning applied to Finance
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Intermediate Level

Familiarization with basic concepts in Machine Learning and Financial Markets; advanced competency in Python Programming.

Approx. 9 hours to complete
English

Offered by

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Google Cloud

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New York Institute of Finance

Syllabus - What you will learn from this course

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Week1
Week 1
4 hours to complete

Introduction to Trading with Machine Learning on Google Cloud

4 hours to complete
26 videos (Total 131 min), 3 readings, 5 quizzes
Week2
Week 2
3 hours to complete

Supervised Learning with BigQuery ML

3 hours to complete
6 videos (Total 29 min), 1 reading, 3 quizzes
Week3
Week 3
2 hours to complete

Time Series and ARIMA Modeling

2 hours to complete
11 videos (Total 52 min)
Week4
Week 4
1 hour to complete

Introduction to Neural Networks and Deep Learning

1 hour to complete
5 videos (Total 29 min), 1 reading, 2 quizzes

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About the Machine Learning for Trading Specialization

Machine Learning for Trading

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