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Explore the Predictive Modeling Course Catalog
Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Applied Machine Learning, Regression Analysis, Predictive Modeling, Image Analysis, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Data Science, MLOps (Machine Learning Operations), Machine Learning, Supervised Learning, Tensorflow, Artificial Neural Networks
- Status: Free
Johns Hopkins University
Skills you'll gain: Risk Modeling, Regression Analysis, Microsoft Excel, Business Analytics, Business Process Modeling, Business Risk Management, Business Modeling, Data Modeling, Resource Allocation, Statistical Analysis, Mathematical Modeling, Process Optimization, Financial Analysis, Spreadsheet Software, Predictive Analytics, Transportation Operations
University of Virginia
Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Marketing Strategies, Regression Analysis, Data-Driven Decision-Making, Brand Management, Resource Allocation, Customer Insights, Predictive Analytics, Statistical Analysis, A/B Testing, Consumer Behaviour, Return On Investment
University of California, Irvine
Skills you'll gain: Test Planning, Embedded Systems, Linux, Internet Of Things, Embedded Software, Functional Requirement, Debugging, General Networking, Hardware Design, Operating Systems, Requirements Analysis, Electronic Hardware, System Design and Implementation, Development Testing, C (Programming Language), Basic Electrical Systems, Application Programming Interface (API), TCP/IP, Wireless Networks, Integrated Development Environments
University of Michigan
Skills you'll gain: Unified Modeling Language, JSON, Object Oriented Programming (OOP), Software Design, Debugging, Object Oriented Design, Data Processing, Unit Testing, Data Import/Export, Restful API, Python Programming, Image Analysis, Data Manipulation, Jupyter, Data Structures, Software Engineering, Application Programming Interface (API), Computer Programming, File Management, Functional Design
Skills you'll gain: Regression Analysis, Statistical Analysis, Advanced Analytics, Correlation Analysis, Analytics, Data Analysis, Statistical Methods, Predictive Modeling, Statistical Modeling, Supervised Learning, Statistics, Statistical Machine Learning, Variance Analysis, Machine Learning Methods, Python Programming
Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Sampling (Statistics), Data Ethics, Data Visualization Software, Data Presentation, Statistical Hypothesis Testing, Regression Analysis, Feature Engineering, Data Transformation, Data Visualization, Probability & Statistics, Tableau Software, Data Manipulation, Advanced Analytics, Data Cleansing, Object Oriented Programming (OOP), Applied Machine Learning, Statistical Analysis, Jupyter
- Status: Free
Stanford University
Skills you'll gain: Game Theory, Business Strategy, Strategic Decision-Making, Mathematical Modeling, Graph Theory, Bayesian Statistics, Decision Making, Behavioral Economics, Probability, Economics, Competitive Analysis, Algorithms, Theoretical Computer Science, Human Learning, Probability Distribution
University of Virginia
Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Market Opportunities, Human Centered Design, Storytelling, Business Modeling, Empathy, Leadership
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Predictive Analytics, Big Data, Regression Analysis, Data Analysis Software, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Cleansing, Statistical Hypothesis Testing
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Visualization, Plotly, Machine Learning Algorithms, Interactive Data Visualization, Probability & Statistics, Knitr
The Museum of Modern Art
Skills you'll gain: Liberal Arts, Social Studies, Aesthetics, Electronic Media, Culture, Cultural Diversity, Media and Communications, Design, Journalism, Architectural Design, Multimedia, Environmental Issue, Artificial Intelligence, Storytelling, Research, Sociology, Creative Design, Social Justice, Non-Verbal Communication, 3D Modeling
In summary, here are 10 of our most popular predictive modeling courses
- Create Machine Learning Models in Microsoft Azure:Â Microsoft
- Business Analytics with Excel: Elementary to Advanced:Â Johns Hopkins University
- Marketing Analytics:Â University of Virginia
- An Introduction to Programming the Internet of Things (IOT):Â University of California, Irvine
- Python 3 Programming:Â University of Michigan
- Regression Analysis: Simplify Complex Data Relationships:Â Google
- Google Advanced Data Analytics:Â Google
- Game Theory:Â Stanford University
- Design Thinking for Innovation:Â University of Virginia
- Predictive Modeling with Logistic Regression using SAS :Â SAS