• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • 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

    • E

      EIT Digital

      I/O-efficient algorithms

      Skills you'll gain: Data Structures, Algorithms, Data Storage Technologies, Theoretical Computer Science, Performance Tuning, Database Theory, Graph Theory

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60 reviews

      Advanced · Course · 1 - 3 Months

    • G

      Google Cloud

      Classify Images of Cats and Dogs using Transfer Learning

      Skills you'll gain: Tensorflow, Image Analysis, Keras (Neural Network Library), Data Pipelines, Machine Learning Methods, Applied Machine Learning, Computer Vision, Deep Learning, Feature Engineering, Machine Learning

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Algoritmos de negociación basados en machine learning​

      Skills you'll gain: Technical Analysis, Financial Market, Financial Trading, Market Data, Securities Trading, Capital Markets, Market Trend, Machine Learning Algorithms, Applied Machine Learning, Performance Measurement, Financial Analysis, Investments, Machine Learning, Classification And Regression Tree (CART), Financial Data, Performance Analysis, Decision Tree Learning, Trend Analysis, Random Forest Algorithm, Data Processing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      37 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      TensorFlow Prediction: Identify Penguin Species

      Skills you'll gain: Tensorflow, Classification And Regression Tree (CART), Feature Engineering, Predictive Modeling, Data Cleansing, Data Processing, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Mining Quality Prediction Using Machine & Deep Learning

      Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Applied Machine Learning, Supervised Learning, Statistical Methods, Machine Learning Methods, Deep Learning, Pandas (Python Package), Decision Tree Learning, Machine Learning, Test Data, Data Analysis, Artificial Neural Networks, Random Forest Algorithm, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      67 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Stability and Capability in Quality Improvement

      Skills you'll gain: Process Capability, Sample Size Determination, Statistical Process Controls, Quality Control, Performance Measurement, Statistical Analysis, Quality Improvement, R Programming, Data Analysis Software, Variance Analysis, Probability Distribution

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Deep Learning: Recurrent Neural Networks with Python

      Skills you'll gain: PyTorch (Machine Learning Library), Tensorflow, Artificial Neural Networks, Deep Learning, Natural Language Processing, Machine Learning Methods, Time Series Analysis and Forecasting, Text Mining, Predictive Modeling, Technical Analysis, Applied Machine Learning, Network Architecture, Data Processing, Machine Learning, Data Science

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Python Programming for Quantum Computing

      Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Computer Programming, Programming Principles, Scripting, Data Structures, Software Installation, Development Environment, NumPy, Integrated Development Environments, Computational Logic, Jupyter, Command-Line Interface, System Configuration

      4.4
      Rating, 4.4 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Leeds

      Statistical Methods

      Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Box Plots, Statistics, Histogram, R Programming, Data Analysis, Statistical Inference, Probability, Statistical Visualization, Data Collection, Probability Distribution, Data Quality, Simulations, Data Visualization Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      10 reviews

      Intermediate · Course · 1 - 4 Weeks

    • E

      EIT Digital

      Quantitative Model Checking

      Skills you'll gain: Computational Logic, Markov Model, Bayesian Network, Theoretical Computer Science, Verification And Validation, Mathematical Modeling, Probability, Probability Distribution, Algorithms, Real Time Data

      4.2
      Rating, 4.2 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistics and Applied Data Analysis

      Skills you'll gain: Descriptive Statistics, Probability Distribution, Regression Analysis, Statistical Hypothesis Testing, Excel Formulas, Data Transformation, Data Cleansing, Statistical Analysis, Data Visualization, Sampling (Statistics), R Programming, Probability, Statistics, Data Analysis, Statistical Software, Sample Size Determination, Exploratory Data Analysis, Histogram, Statistical Methods, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      38 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Predictive Modeling with Python

      Skills you'll gain: Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Probability & Statistics, Feature Engineering, Data Analysis, Statistical Methods, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Probability Distribution, Classification And Regression Tree (CART), Descriptive Statistics, Regression Analysis, Data Processing, Machine Learning, Data Cleansing, Data Transformation

      Intermediate · 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…232425…32

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

    • I/O-efficient algorithms: EIT Digital
    • Classify Images of Cats and Dogs using Transfer Learning: Google Cloud
    • Algoritmos de negociación basados en machine learning​: Universidad de los Andes
    • TensorFlow Prediction: Identify Penguin Species: Coursera Project Network
    • Mining Quality Prediction Using Machine & Deep Learning: Coursera Project Network
    • Stability and Capability in Quality Improvement: University of Colorado Boulder
    • Deep Learning: Recurrent Neural Networks with Python: Packt
    • Python Programming for Quantum Computing: Packt
    • Statistical Methods: University of Leeds
    • Quantitative Model Checking: EIT Digital

    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
    • Manage Cookie Preferences
    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