Learn Machine Learning with CFI

What's Available

CFI's machine learning courses are 100% online and self-paced, so you can learn at the time that works best for you. Our proprietary technology and leading instructors promote the best possible environment for learning and retention so that you can build your skill set for your future career.

World-class courses

Consisting of over 420 lessons

Interactive exercises

Learn by doing with guided simulations

Expert instructors

Learn from the very best

New courses monthly

On need-to-know subject matter

Blockchain certificate

To verify your skills

500,000+ 5-star ratings

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Start Your Machine Learning Career Path

Machine learning is in high demand across countless industries. Modern organizations need data scientists well-versed in machine learning to interpret data and train ML models for better business insights and performance. CFI boasts a range of machine learning courses designed for aspiring or current professionals in any field, but with a particular focus on finance and banking. Introductory courses are ideal for learning core concepts, while more advanced machine learning topics prep students for the Business Intelligence & Data Analyst (BIDA)® Program, which covers basic, intermediate, and advanced concepts.

Courses and Case Studies in Machine Learning

Browse all courses

Discover Free Machine Learning Resources

Statistics for Finance

A helpful guide to statistics for finance professionals
data-science

Harnessing the Potential of AI in Financial Services

Financial services are primed for an AI productivity boom but require guardrails and training to minimize risks and protect customers.
data-science management

Artificial Intelligence in Finance & Banking

How professionals can capitalize on AI advancements
data-science

Python for Data Science

A must for data scientists
data-science articles

What is Python?

A versatile, open-source programming language that is commonly used for data science
data-science articles

R for Data Science

One of R's strengths remains the ability to run a variety of statistical tests
data-science articles

What is R?

A popular programming language widely used for data science and data analysis
data-science articles

Qualitative Analysis

A research tool for analyzing an organization's overall value based on non-quantifiable indicators
data-science articles

Feature Engineering

Selecting, transforming, extracting, combining, and manipulating raw data to generate the desired variables for analysis or predictive modeling
data-science articles

AutoML for Data Scientists

The methods, processes, and frameworks to automate some or all steps of the machine learning pipeline
data-science articles

Domain Knowledge (Data Science)

The required background knowledge of the field to which the methods of data science are being applied
data-science articles

Incidence Rate

A measurement of the frequency of a specific event over a defined period of time
data-science articles

Why Learn Machine Learning with CFI?

CFI is one of the leading organizations for finance analyst certification programs. We offer a range of courses and certification programs covering valuable finance disciplines and topics, all developed with the aid of Wall Street trainers with over 20 years of experience teaching new hires at global investment firms.

Our courses are completely online and self-paced, so you can take them anytime, and from anywhere. Complete your training when it works best for you and build your skills for a future in finance fields.

With our machine learning courses, you will learn:

The data science cycle and machine learning process
The key metrics used to evaluate machine learning models
Strategies for constructing unbiased samples
Input/output formatting
How to build custom functions
How to perform advanced data cleaning, exploration, and visualization
How to compare different regularized regression algorithms and decision tree ensemble algorithms

Who is machine learning training for?

Our machine learning courses are perfect for students and professionals looking to expand their skill sets with machine learning for finance and investing. From Python to Statistics Fundamentals, these courses are valuable for learning how to analyze complex data. Machine learning courses are part of CFI's renowned Business Intelligence & Data Analyst (BIDA)® Program.

Investment professionals

Management consultants

Financial analysts

Registered provider: National Association of State Boards of Accountancy

All courses are accredited by the Better Business Bureau (BBB), CPA Institutions in Canada, and the National Association of State Boards of Accountancy (NASBA) in the US. Most courses qualify for verified CPE credits for CPA charter holders.

Courses include video lessons, quizzes, and final assessments.

Frequently Asked Questions

If you haven’t found your answer from our FAQ, please send us a message.
What is machine learning?

Machine learning is part of the wider data science field and a branch of artificial intelligence and computer science that uses algorithms to mimic human decision-making.

What can I do with a certificate in machine learning?

Machine learning is an emerging technology that will continue to dominate as we move into the future. If you’re interested in data, automation, and algorithms, machine learning can be an exciting and lucrative career. Today’s top positions include machine learning engineer, data scientist, and computational linguist.

How is machine learning used in finance?

Machine learning algorithms may be used to provide financial advisory services to investors, automate trading activities, and detect fraud. Machine learning can be used to analyze massive data sets in a short time, which is increasingly important as organizations deal with more and more data.

If you haven’t found your answer from our FAQ, please send us a message.
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