Random Forest courses can help you learn decision tree algorithms, ensemble methods, feature selection, and model evaluation techniques. You can build skills in data preprocessing, hyperparameter tuning, and interpreting model outputs. Many courses introduce tools like Python's scikit-learn and R's randomForest package, showing how these skills are applied to tasks such as classification, regression, and handling large datasets.

Sage Publications
Skills you'll gain: Data Collection, Research Methodologies, Research, Data Ethics, Research Design, Surveys, Qualitative Research, Quantitative Research, Interviewing Skills, Informed Consent, Sampling (Statistics), Data Access
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Model Evaluation, Deep Learning, Clinical Trials, Data Preprocessing, Risk Modeling, Data Analysis, Convolutional Neural Networks, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Patient Treatment, Image Analysis, Machine Learning Methods, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Medical Imaging, Natural Language Processing
★ 4.7 (2.5K) · Intermediate · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Model Evaluation, Data Preprocessing, Convolutional Neural Networks, Image Analysis, Predictive Modeling, Risk Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Machine Learning, Medical Imaging, Machine Learning Methods, Deep Learning, Natural Language Processing, Machine Learning, Radiology, Artificial Neural Networks, Magnetic Resonance Imaging
★ 4.7 (2.1K) · Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Financial Modeling, Blockchain, FinTech, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Equities, Probability Distribution, Financial Regulations, R (Software), Investments, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel
★ 4.5 (1.5K) · Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability, Statistics, Bayesian Statistics, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability Distribution, Data Analysis
★ 4.2 (4.5K) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Statistical Analysis, Jupyter, Data Presentation, Probability Distribution, Statistics, Statistical Methods, Data Science, Database Management, Relational Databases, R Programming, Data Analysis Software, Python Programming, NumPy, Data Analysis
★ 4.6 (76K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Model Training, Logistic Regression, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Predictive Modeling, Machine Learning Methods, Data Literacy, Machine Learning, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Logistic Regression, Data Processing, Model Optimization, Linear Algebra, Predictive Analytics, Data Manipulation, Decision Tree Learning, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Training, Forecasting, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, Performance Measurement, AI Integrations, Applied Machine Learning, AI Workflows, Data Pipelines, Automation
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Evaluation, Business Metrics, Model Training, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Performance Metric, Machine Learning Algorithms, Continuous Monitoring, Statistical Methods
Intermediate · Course · 1 - 4 Weeks

University of Amsterdam
Skills you'll gain: Scientific Methods, Research Design, Sampling (Statistics), Science and Research, Research, Research Methodologies, Surveys, Quantitative Research, Social Sciences, Experimentation, Ethical Standards And Conduct, Correlation Analysis
★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Logistic Regression, Data Analysis, Model Optimization, Risk Analysis, Financial Analysis, Performance Analysis
★ 5 (12) · Mixed · Course · 1 - 4 Weeks