Learn Machine Learning with CFI

At the intersection of data science and artificial intelligence, machine learning uses algorithms to "teach" computers to improve their own performance over time. Whether you’re a seasoned data professional or completely new to the field, machine learning is a highly valuable addition to your knowledge and skills.

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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 460 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

Best-in-class training, as rated by you

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

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Discover Free Machine Learning Resources

Python in Finance: Applications and Examples

data-science articles python

4 Must-Know Python Libraries for Data Analysis (And Why You Should Learn These First)

data-science articles python

Python If, Else, and For Loops with Examples

data-science articles python

AI Agents in Finance: What They Are, Why They Matter, and How to Benefit

data-science fpa articles artificial-intelligence-ai

CFI & DataCamp Webinar: How Python Skills Can Build Your Career in Finance

career investment-banking webinars capital_markets python

ChatGPT-4o vs. o1 for Financial Analysis: Which to Use and When

data-science financial-modeling articles artificial-intelligence-ai

AI KPIs: How to Track and Measure AI Performance

data-science risk-management articles

The Ethics of AI in Finance: How to Detect and Prevent Bias

data-science management articles artificial-intelligence-ai

What is Deep Learning? A Beginner’s Guide for Finance Professionals

data-science articles artificial-intelligence-ai

Narrow vs. General AI: Key Differences and Finance Applications

data-science business-intelligence articles

Data Science Career Profile

Data scientists analyze complex data sets using statistical methods, algorithms, and machine learning to uncover insights and support data-driven decision-making.

data-science career articles

AI in Financial Modeling: Applications, Benefits, and Development

Using AI in the financial modeling process can improve efficiencies and insights, but models must still be reviewed by analysts

data-science financial-modeling articles

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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.

Over 75% of CFI learners report improved productivity or competency within weeks.

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 a subset of artificial intelligence that enables systems to learn patterns from data and make predictions without being explicitly programmed. It improves over time through experience.

What is machine learning used for in finance?

Machine learning is used in finance for forecasting, risk management, fraud detection, investment analysis, and algorithmic trading. It helps uncover patterns in large datasets to support data-driven decisions.

How long does it take to learn machine learning online?

Foundational knowledge can be built within a few weeks, while deeper mastery may take several months of hands-on training. CFI’s self-paced programs allow learners to progress according to their schedule and goals.

How does machine learning training support career growth?

Machine learning training strengthens analytical and automation skills that are highly valued in finance roles, supporting career advancement in data analytics, financial modeling, and strategic decision-making.

Can beginners start with CFI’s machine learning courses?

Yes. CFI’s machine learning courses are built to support learners at all levels, providing step-by-step instruction and practical examples to build confidence and technical skill.

What skills do you learn in machine learning training with CFI?

Learners gain skills in Python, R, predictive analytics, data visualization, and applying machine learning techniques to real-world financial scenarios.

Is a machine learning certification worth it?

Yes. A machine learning certification demonstrates your ability to analyze complex datasets and apply predictive models. CFI’s AI for Finance Specialization and Data Science Analyst Specialization provide hands-on, industry-relevant training.

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