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University of Colorado Boulder
Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Regression Analysis, Statistical Methods, Predictive Modeling, Statistical Analysis, Classification And Regression Tree (CART), Probability & Statistics, Supervised Learning, Machine Learning Algorithms, Unsupervised Learning
Tufts University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Data Analysis, Statistics, Business Analytics, Python Programming
- Status: Free
University of Leeds
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistical Inference, R Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics)
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
Illinois Tech
Skills you'll gain: Regression Analysis, R Programming, Statistical Inference, Data Analysis, Statistical Analysis, Predictive Modeling, Statistical Modeling, Probability & Statistics, Linear Algebra
Skills you'll gain: Unit Testing, Test Driven Development (TDD), Mockups, Development Testing, Software Testing, Test Case
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
Coursera Project Network
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Six Sigma Methodology, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Analysis
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
- Status: Free
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Statistical Modeling
Coursera Project Network
Skills you'll gain: Data Visualization Software, Exploratory Data Analysis, Text Mining, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Pandas (Python Package), Natural Language Processing, Machine Learning, Data Processing, Data Analysis, Machine Learning Algorithms, Python Programming
In summary, here are 10 of our most popular simple+random+sample courses
- Regression and Classification: University of Colorado Boulder
- Hypothesis Testing with Python and Excel: Tufts University
- Statistical Methods: University of Leeds
- Predictive Modeling with Python : Edureka
- Linear Regression: Illinois Tech
- Test-Driven Development Project: Random Person Generator: LearnQuest
- Foundations of Probability and Random Variables: Johns Hopkins University
- RStudio for Six Sigma - Hypothesis Testing: Coursera Project Network
- Random Processes: Johns Hopkins University
- Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech