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    • 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.

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    Explore the Random Forest Course Catalog

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Optimization Methods in Asset Management

      Skills you'll gain: Portfolio Management, Investment Management, Asset Management, Market Liquidity, Financial Market, Risk Management, Financial Modeling, Equities, Statistical Methods, Transaction Processing, Securities Trading, Microsoft Excel, Statistics, Excel Formulas, Probability Distribution, Performance Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      43 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Neural Networks and Random Forests

      Skills you'll gain: Random Forest Algorithm, Classification And Regression Tree (CART), Keras (Neural Network Library), Tensorflow, Predictive Modeling, Performance Tuning, Deep Learning, Artificial Neural Networks, Decision Tree Learning, Scikit Learn (Machine Learning Library), Machine Learning, Python Programming, Network Architecture

      2.9
      Rating, 2.9 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Computational Methods in Pricing and Model Calibration

      Skills you'll gain: Derivatives, Regression Analysis, Numerical Analysis, Securities (Finance), Financial Market, Financial Modeling, Statistical Methods, Mathematical Modeling, Python Programming, Financial Data, Probability Distribution, Process Optimization, Algorithms

      4.4
      Rating, 4.4 out of 5 stars
      ·
      42 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Advanced Topics in Derivative Pricing

      Skills you'll gain: Derivatives, Credit Risk, Securities (Finance), Risk Management, Financial Market, Financial Modeling, Equities, Risk Analysis, Market Dynamics, Mathematical Modeling, Probability Distribution, Probability, Computer Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Build and deploy a stroke prediction model using R

      Skills you'll gain: Predictive Modeling, R Programming, Predictive Analytics, Statistical Modeling, Exploratory Data Analysis, Applied Machine Learning, Data Science, Data Validation, Data Analysis, Application Deployment, Health Informatics, Machine Learning, Data Cleansing

      4.4
      Rating, 4.4 out of 5 stars
      ·
      19 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Fundamentals of Macroscopic and Microscopic Thermodynamics

      Skills you'll gain: Statistical Methods, Mechanical Engineering, Probability Distribution, Physics, Chemical Engineering, Chemistry, Physical Science, Calculus

      4.3
      Rating, 4.3 out of 5 stars
      ·
      262 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      Build Decision Trees, SVMs, and Artificial Neural Networks

      Skills you'll gain: Classification And Regression Tree (CART), Deep Learning, Random Forest Algorithm, Artificial Neural Networks, Decision Tree Learning, Supervised Learning, Machine Learning, Natural Language Processing, Computer Vision

      4.9
      Rating, 4.9 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      AI for Scientific Research

      Skills you'll gain: Random Forest Algorithm, Feature Engineering, Bioinformatics, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Data Manipulation, Classification And Regression Tree (CART), Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Pandas (Python Package), Predictive Modeling, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Science, Data Visualization, Regression Analysis

      3.2
      Rating, 3.2 out of 5 stars
      ·
      77 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Chinese University of Hong Kong

      Information Theory

      Skills you'll gain: Digital Communications, Combinatorics, Probability, Encryption, Information Architecture, Probability & Statistics, Probability Distribution, Telecommunications, Algorithms, Linear Algebra, Calculus, General Mathematics, Statistical Methods, Applied Mathematics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      164 reviews

      Mixed · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Automated Analysis

      Skills you'll gain: Test Automation, Regression Testing, Software Testing, Unit Testing, System Testing, Verification And Validation, Security Testing, Automation, Code Coverage, Test Case, Test Data, Vulnerability Assessments, Continuous Monitoring

      4.2
      Rating, 4.2 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Optimization Methods in Asset Management: Columbia University
    • Neural Networks and Random Forests: LearnQuest
    • Computational Methods in Pricing and Model Calibration: Columbia University
    • Advanced Topics in Derivative Pricing: Columbia University
    • Build and deploy a stroke prediction model using R: Coursera Project Network
    • Fundamentals of Macroscopic and Microscopic Thermodynamics: University of Colorado Boulder
    • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
    • AI for Scientific Research: LearnQuest
    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Causal Inference: Columbia University

    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)

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