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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

    • C

      Coursera Project Network

      Predictive Analytics for Business with H2O in R

      Skills you'll gain: Predictive Analytics, Applied Machine Learning, R Programming, Advanced Analytics, Analytics, Data-Driven Decision-Making, Business Analytics, Machine Learning, Statistical Machine Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      53 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • 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
      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

      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
      J

      Johns Hopkins University

      Tidyverse Skills for Data Science in R

      Skills you'll gain: Statistical Modeling, Data Visualization, Exploratory Data Analysis, Data Wrangling, Data Visualization Software, Tidyverse (R Package), Data Import/Export, Ggplot2, Data Manipulation, Statistical Inference, R Programming, Statistical Hypothesis Testing, Predictive Modeling, Data Science, Statistical Visualization, Web Scraping, Data Presentation, Data Transformation, Sampling (Statistics), Data Analysis Software

      4.5
      Rating, 4.5 out of 5 stars
      ·
      106 reviews

      Beginner · Specialization · 3 - 6 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

    • C

      Coursera Project Network

      Diabetes Disease Detection with XG-Boost and Neural Networks

      Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Analysis, Data Presentation, Applied Machine Learning, Artificial Neural Networks, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Classification And Regression Tree (CART), Predictive Analytics, Deep Learning, Python Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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
      ·
      18 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

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

      Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Bayesian Statistics, Sampling (Statistics), Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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: 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

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

    • Predictive Analytics for Business with H2O in R: Coursera Project Network
    • Computational Methods in Pricing and Model Calibration: Columbia University
    • Neural Networks and Random Forests: LearnQuest
    • Optimization Methods in Asset Management: Columbia University
    • Tidyverse Skills for Data Science in R: Johns Hopkins University
    • Advanced Topics in Derivative Pricing: Columbia University
    • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
    • Build and deploy a stroke prediction model using R: Coursera Project Network
    • Fundamentals of Macroscopic and Microscopic Thermodynamics: University of Colorado Boulder
    • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network

    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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