• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Random Forest

    Random Forest Courses Online

    Study random forest algorithms for machine learning. Learn to build and apply random forest models for classification and regression tasks.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Random Forest Course Catalog

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Integral Calculus through Data and Modeling

      Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Software, Engineering Calculations, Probability, Mechanics, Mathematical Modeling, Mathematical Theory & Analysis, Estimation, Geometry, Scientific Visualization, Data Analysis, Physics, Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      129 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Portfolio Selection and Risk Management

      Skills you'll gain: Portfolio Management, Investments, Investment Management, Financial Market, Finance, Risk Management, Risk Appetite, Return On Investment, Risk Analysis, Statistical Methods, Financial Analysis, Probability Distribution, Quantitative Research, Variance Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      614 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      TensorFlow 2 for Deep Learning

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative AI, Deep Learning, Bayesian Statistics, Image Analysis, Statistical Modeling, Natural Language Processing, Data Pipelines, Data Validation, Predictive Modeling, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Google Cloud Platform, Computer Vision, Probability Distribution, Probability & Statistics, Data Processing, Development Environment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      713 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 3: Learning

      Skills you'll gain: Bayesian Network, Statistical Machine Learning, Unsupervised Learning, Supervised Learning, Machine Learning, Markov Model, Statistical Modeling, Statistical Methods, Graph Theory, Probability & Statistics, Probability Distribution, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Thermodynamics

      Skills you'll gain: Statistical Methods, Chemical Engineering, Mechanical Engineering, Physics, Numerical Analysis, Chemistry, Engineering, Scientific, and Technical Instruments, Engineering Calculations, Mathematical Software, Probability Distribution, Thermal Management, Quantitative Research, Differential Equations, Mathematical Modeling, Engineering, Physical Science, Simulation and Simulation Software, Applied Mathematics, Simulations, Engineering Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.1K reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Quantitative Research

      Skills you'll gain: Quantitative Research, Survey Creation, Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Regression Analysis, Marketing Analytics, Quality Control, Market Research, Target Market, Data Analysis, Sampling (Statistics), Market Opportunities, Marketing, Descriptive Statistics, Statistical Inference

      4.4
      Rating, 4.4 out of 5 stars
      ·
      339 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Maryland, College Park

      Framework for Data Collection and Analysis

      Skills you'll gain: Surveys, Data Collection, Research Methodologies, Research, Research Design, Sampling (Statistics), Data Quality, Data Validation, Data Analysis, Data Management

      4.2
      Rating, 4.2 out of 5 stars
      ·
      764 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Introduction to Machine Learning with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Image Analysis, Machine Learning Algorithms, Deep Learning, Machine Learning, Python Programming, Computer Vision, Artificial Neural Networks, Data Processing, Computer Programming, Regression Analysis

      3.7
      Rating, 3.7 out of 5 stars
      ·
      21 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      N

      New York University

      Fundamentals of Machine Learning in Finance

      Skills you'll gain: Supervised Learning, Markov Model, Unsupervised Learning, Applied Machine Learning, Machine Learning, Reinforcement Learning, Technical Analysis, Decision Tree Learning, Dimensionality Reduction, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Network Analysis, Correlation Analysis, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks

      3.7
      Rating, 3.7 out of 5 stars
      ·
      339 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      Universidad de los Andes

      Fundamentos de probabilidad y aplicaciones

      Skills you'll gain: Probability Distribution, Probability, Statistics, Descriptive Statistics, Statistical Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      175 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Build a Machine Learning Web App with Streamlit and Python

      Skills you'll gain: Dashboard, Machine Learning Algorithms, Interactive Data Visualization, Data Visualization Software, Data Presentation, Classification And Regression Tree (CART), Random Forest Algorithm, Web Applications, Python Programming, Machine Learning, Application Development, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      408 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      N

      National Taiwan University

      頑想學概率:機率一 (Probability (1))

      Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Data Literacy

      4.8
      Rating, 4.8 out of 5 stars
      ·
      365 reviews

      Beginner · Course · 1 - 3 Months

    Random Forest learners also search

    Random Forests
    Python Machine Learning
    Python for Machine Learning
    Computational Science
    Mathematics for Machine Learning
    MATLAB
    Python Excel
    Machine Learning Andrew Ng
    1…121314…32

    In summary, here are 10 of our most popular random forest courses

    • Integral Calculus through Data and Modeling: Johns Hopkins University
    • Portfolio Selection and Risk Management: Rice University
    • TensorFlow 2 for Deep Learning: Imperial College London
    • Probabilistic Graphical Models 3: Learning: Stanford University
    • Statistical Thermodynamics: University of Colorado Boulder
    • Quantitative Research: University of California, Davis
    • Framework for Data Collection and Analysis: University of Maryland, College Park
    • Introduction to Machine Learning with Python: Arizona State University
    • Fundamentals of Machine Learning in Finance: New York University
    • Fundamentos de probabilidad y aplicaciones: Universidad de los Andes

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Do Not Sell/Share
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok