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Coursera Project Network
Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Bayesian Network, Machine Learning
Edureka
Skills you'll gain: Probability Distribution, Predictive Modeling, Exploratory Data Analysis, Statistical Methods, Statistical Inference, Data Analysis, Statistical Analysis, Probability & Statistics, Statistical Hypothesis Testing, Descriptive Statistics, Data Cleansing, Data Validation, Regression Analysis, Feature Engineering, Data Processing, Program Evaluation, Machine Learning, Decision Tree Learning
- Status: Free
Coursera Project Network
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Data Visualization Software, Exploratory Data Analysis, Data Manipulation, Predictive Modeling, R Programming, Data Cleansing, Feature Engineering, Applied Machine Learning, Machine Learning, Statistical Modeling, Performance Tuning
Northeastern University
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Probability & Statistics, Data Validation, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Advanced Mathematics, Verification And Validation, Dimensionality Reduction
Johns Hopkins University
Skills you'll gain: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Estimation, Correlation Analysis, Engineering Analysis, Statistical Analysis, Reliability, Applied Mathematics, Engineering, Spatial Analysis
Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Mathematics, Machine Learning Methods, Linear Algebra, Small Data, Statistical Analysis, Data Science, NumPy
Johns Hopkins University
Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R Programming, Simulations, Applied Mathematics, Mathematical Modeling, Graph Theory, Data Analysis, Probability, Statistical Analysis, Markov Model, Probability Distribution, Machine Learning
Johns Hopkins University
Skills you'll gain: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Statistics, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Simulations
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, Google Cloud Platform, Data Quality, Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Machine Learning, Performance Tuning, Natural Language Processing
University of Colorado System
Skills you'll gain: Statistical Software, Marketing Analytics, Regression Analysis, Statistical Modeling, Data Visualization, Data Presentation, Statistical Methods, Statistical Analysis, Advanced Analytics, Customer Analysis, Strategic Marketing, Market Analysis, Marketing, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Customer Insights, Statistical Hypothesis Testing, A/B Testing
University of Colorado Boulder
Skills you'll gain: Bioinformatics, Mathematical Modeling, Engineering Analysis, Simulations, Differential Equations, Engineering Software, Computational Thinking, Engineering Design Process, Algorithms
Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Algorithms, Machine Learning, Computer Vision
In summary, here are 10 of our most popular exponential+random+graph+models courses
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
- Predictive Modeling with Python : Edureka
- Tidymodels in R: Building tidy machine learning models: Coursera Project Network
- Foundations of Statistical Learning & Algorithms: Northeastern University
- Random Processes: Johns Hopkins University
- Building Regression Models with Linear Algebra: Howard University
- Computational and Graphical Models in Probability: Johns Hopkins University
- Foundations of Probability and Random Variables: Johns Hopkins University
- Machine Learning Operations with Vertex AI: Model Evaluation: Google Cloud
- Regression Modeling for Marketers: University of Colorado System