9 Best + Free Machine Learning Finance Courses 2024

Our list of Machine Learning Finance Courses will help you explore how machine learning transforms finance. These courses focus on algorithms that predict market trends and automate trading.

Key Takeaways

• Learn all machine learning techniques that are applicable to finance.
• Understand what predictive modeling and algorithmic trading are.
• Free resources will help you gain practical experience.

What benefits do machine learning finance courses offer?

These courses will explain how to develop algorithms that can predict financial outcomes and automate trading. You will enhance efficiency and decision-making in finance.

Machine Learning Finance Courses Evaluation & Selection Criteria

We selected each course based on the content’s relevance to financial applications of machine learning, practical use case coverage, and instructor expertise in finance.

Best Machine Learning Finance Courses

Machine Learning for Finance in Python

• • • Nathan George via DataCamp
    • 21,680+ already enrolled!
    • 04 hours of effort required!

In this course, you will be taught how to calculate technical indicators using historical stock data in detail.

• The best thing about this course is its focus on explaining how you can create features and targets through historical stock data.
• This course is for those who wish to learn how to use linear models, decision trees, and neural networks for predicting the future price of stocks in US market. You might also be interested in Best Machine Learning Courses at takethiscourse platform.

More Machine Learning Finance Courses

Machine Learning & Finance Professional Certificate[No more Available]

• • • NYU via edX
    • 04-06 hours of effort required!
    • Study Type: Self-paced

This professional certificate is all about helping you develop a good understanding of the common applications of machine learning in finance.

• The reason why we chose this course is its focus on explaining how to use classical machine learning techniques successfully. This includes both classification and regression.
• This course is for those who wish to understand what supervised and unsupervised learning is.

Interested in accredited DeFi learning? Dive into our recommended resources and elevate your understanding.

Machine Learning and Reinforcement Learning in Finance Specialization

• • • NYU via Coursera
    • 15,741+ already enrolled!
    • ★★★☆☆ (690 Ratings)

In this specialization, you will get to compare machine learning for finance with machine learning in technology.

• The best thing about this specialization is its focus on explaining linear regression and classification models and how reinforcement learning can be used for stock trading.
• This specialization is for those who want to become familiar with different approaches to modeling market frictions and also feedback effects for option trading.

In our comprehensive guide, we delve into the intricate world of machine learning applications in finance, providing insights and examples to illustrate its impact on the industry.

Python & Machine Learning for Financial Analysis

• • • Dr. Ryan Ahmed via Udemy
    • 95,184+ already enrolled!
    • ★★★★★ (3,859 Ratings)

Do you wish to master all the python programming fundamentals from the comfort of your home? If yes then this course can help you achieve this goal.

• The reason why we chose this course is its focus on explaining how you can leverage the power of python and then apply the key financial concepts like calculating daily portfolio returns and risk and sharpe ratio effectively.
• This course is for those who wish to understand the theory and intuition that is behind Capital Asset Pricing Model (CAPM) and how to use Jupyter Notebooks for developing and presenting data science projects. Looking to dive into machine learning with Python? Check out our curated list of Free Python Machine Learning Courses for a comprehensive learning experience without any cost.

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Machine learning with Python for finance professionals

• • • ACCA via edX
    • 10,377+ already enrolled!
    • 05 weeks (4-5 hrs/week) of effort required!

This course will give you a detailed introduction to Python and teaches the foundational concepts including data types, mathematical operators, functions, and variables.

• The reason why we chose this course is its focus on explaining how to load data from different sources and create pivot table style aggregations. With that, you will learn to create template reports and much more.
• This course is for all those who wish to interrogate a model efficiently and understand the uses of machine learning.

Fintech: AI & Machine Learning in the Financial Industry

• • • UT Austin via edX
    • Study Type: Self-paced
    • 04 weeks (5-6 hrs/week) of effort required!

This fintech class is all about providing a detailed explanation of machine learning and all its applications in finance. You will understand what machine learning is and how to use all the machine learning algorithms. Anyone interested in expanding their financial knowledge can learn finance online for free through our curated selection.

• The best thing about this class is its focus on explaining all the exciting new fintech areas of crowdfunding, robo-advising, and the democratization of trading and investments.
• This class is intended for those who wish to understand how all the fintech startups and large financial institutions use machine learning to improve their financial products.

Post Graduate Certificate in Machine Learning for Finance

• • • Indian Institute of Technology Roorkee via Coursera

This post graduate certificate explains how you can apply machine learning algorithms in finance for leveraging computational models which can then lead to better analyses and decision-making.

• The reason why we chose this certificate is its focus on explaining how you can develop the in-demand financial risk management skills.
• This program is for all the analysts, brokers, traders, consultants, etc. who wish to seek the adoption of artificial intelligence, data science, and machine learning in their work environment.

Make sure to explore these FRM MOOCs to consider this year for some excellent learning opportunities.

Machine Learning for Finance

• • • Packet Publishing via Udemy
    • 192+ already enrolled!
    • ★★★☆☆ (26 Ratings)

This “Machine Learning for Finance” course explains how you can tackle problems in Fintech and financial investments in detail.

• The best thing about this course is its focus on enhancing your machine learning skills by using ensemble models like random forest and XGBoost.
• This course is for those who are interested in enhancing their understanding of neural networks for building regression-based models.

The Machine Learning Institute Certificate in Finance (MLI)

• • • via MLI

In this course, you will get to understand all about algorithmic trading and so much more in detail. With the help of assignments, a practical project, and a final exam you will be learning everything about machine learning in the best possible manner.

• The best thing about this course is its focus on explaining the financial derivatives and risk and many advanced python techniques.
• This course is for those who wish to understand all about python for data science and artificial intelligence in detail.

Final Thoughts

To all those learners out there interested in understanding the role of machine learning in finance, the above list of best machine learning finance classes can very much help you with that. Therefore, take a look at the courses and classes mentioned above and never stop learning.