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Explore the Random Forest Course Catalog
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Machine Learning, Machine Learning Algorithms, Calculus
- Status: Free
Vanderbilt University
Skills you'll gain: Clinical Data Management, Data Capture, Clinical Research, Data Management, Data Collection, Data Sharing, Data Strategy, Data Quality, Sampling (Statistics), Data Storage, Regulatory Compliance
University of Amsterdam
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Statistical Software, Probability Distribution, Sampling (Statistics), Correlation Analysis, Probability, Sample Size Determination, Statistics, Regression Analysis, Statistical Inference
Wesleyan University
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Statistical Machine Learning, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Data Analysis, Data Science, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis
Coursera Project Network
Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Cloud Computing, Jupyter, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Python Programming, Linear Algebra
Skills you'll gain: Apache Spark, PySpark, Applied Machine Learning, Big Data, Machine Learning Methods, Statistical Machine Learning, Data Storage, Machine Learning Algorithms, Machine Learning, Distributed Computing, Data Processing, Data Transformation, Statistical Analysis
Duke University
Skills you'll gain: Deep Learning, Unsupervised Learning, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Computer Vision, Supervised Learning, Statistical Methods, Natural Language Processing, Predictive Modeling, Performance Metric
DeepLearning.AI
Skills you'll gain: Supervised Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Unsupervised Learning, Statistical Modeling, Data-Driven Decision-Making, Algorithms
- Status: Free
University of Zurich
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Descriptive Statistics, Applied Mathematics, Statistical Methods, Risk Analysis, Financial Modeling
Johns Hopkins University
Skills you'll gain: Biostatistics, Regression Analysis, Sampling (Statistics), Statistical Methods, Histogram, Box Plots, Statistical Visualization, Statistical Analysis, Epidemiology, Medical Science and Research, Descriptive Statistics, Statistical Inference, Probability Distribution, Scientific Methods, Data Analysis, Quantitative Research, Probability & Statistics, Advanced Analytics, Statistical Modeling, Predictive Modeling
Skills you'll gain: Generative AI, Data Ethics, Anomaly Detection, Advanced Analytics, Threat Detection, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Security, Applied Machine Learning, Artificial Neural Networks, Email Security, Natural Language Processing
University of Amsterdam
Skills you'll gain: Qualitative Research, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Statistical Inference, Statistical Analysis, Statistical Software, Probability Distribution, Research, Correlation Analysis, Research Design, Sampling (Statistics), Research Reports, Science and Research, Probability, Interviewing Skills, Data Analysis, Sample Size Determination, Statistical Methods, Social Sciences
In summary, here are 10 of our most popular random forest courses
- Mathematics for Machine Learning: PCA:Â Imperial College London
- Data Management for Clinical Research:Â Vanderbilt University
- Basic Statistics:Â University of Amsterdam
- Machine Learning for Data Analysis:Â Wesleyan University
- Principal Component Analysis with NumPy:Â Coursera Project Network
- Scalable Machine Learning on Big Data using Apache Spark:Â IBM
- Machine Learning Foundations for Product Managers:Â Duke University
- Supervised Machine Learning: Regression and Classification :Â DeepLearning.AI
- An Intuitive Introduction to Probability:Â University of Zurich
- Biostatistics in Public Health:Â Johns Hopkins University