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Explore the Predictive Modeling Course Catalog
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Probability Distribution, Statistical Modeling, Markov Model, Statistical Machine Learning, Decision Support Systems, Machine Learning, Network Model, Probability & Statistics, Network Analysis, Statistical Inference, Sampling (Statistics), Natural Language Processing, Statistical Methods, Algorithms, Machine Learning Algorithms
University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Business Modeling, Simulation and Simulation Software, Business Analytics, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Data Modeling, Business Mathematics, Data-Driven Decision-Making, Pivot Tables And Charts, Statistics, Process Optimization
- Status: New
Skills you'll gain: Generative AI, Data Wrangling, Unit Testing, Supervised Learning, Feature Engineering, Keras (Neural Network Library), Deep Learning, ChatGPT, Natural Language Processing, Data Cleansing, Jupyter, Data Analysis, Unsupervised Learning, Data Manipulation, PyTorch (Machine Learning Library), Artificial Intelligence, Data Import/Export, Data Ethics, Exploratory Data Analysis, Predictive Analytics
University of California San Diego
Skills you'll gain: Apache Spark, PySpark, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Graph Theory, Data Pipelines, Data Modeling, Regression Analysis, Data Management, Applied Machine Learning, Data Infrastructure, Data Presentation, Scalability, Data Mining, Data Processing, Statistical Analysis, Databases, Data Architecture
DeepLearning.AI
Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Software Development Life Cycle, Machine Learning, Applied Machine Learning, Data Validation, Feature Engineering, Data Quality, Debugging, Continuous Monitoring, Data Pipelines
Skills you'll gain: ChatGPT, Generative AI, Commercialization, Product Management, Product Lifecycle Management, Stakeholder Communications, OpenAI, Technical Product Management, Artificial Intelligence, Team Building, Product Roadmaps, Return On Investment, Product Development, New Product Development, Product Strategy, IBM Cloud, Technical Communication, Artificial Intelligence and Machine Learning (AI/ML), Software Development Tools, Image Analysis
Skills you'll gain: SQL, Jupyter, Data Mining, Peer Review, Data Modeling, Databases, Stored Procedure, Relational Databases, Database Design, Query Languages, Data Science, Database Management, Big Data, Data Cleansing, Data Visualization Software, GitHub, Business Analysis, Cloud Computing, Data Analysis, Data Processing
University of Michigan
Skills you'll gain: Forecasting, Statistical Methods, Regression Analysis, Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Statistical Hypothesis Testing, Correlation Analysis, Predictive Modeling, Matplotlib, Applied Machine Learning, Data Visualization, Statistical Modeling, Kinesiology, Injury Prevention, Data Analysis, Machine Learning Methods, Analytics, Advanced Analytics, Statistical Analysis
Skills you'll gain: Supervised Learning, Feature Engineering, Jupyter, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Python Programming, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Machine Learning, Dimensionality Reduction, Classification And Regression Tree (CART), Matplotlib, Regression Analysis, Random Forest Algorithm, Statistical Modeling, Data Manipulation
University of Pennsylvania
Skills you'll gain: Financial Statements, Return On Investment, Financial Statement Analysis, Finance, Financial Reporting, Capital Budgeting, Financial Accounting, Financial Modeling, Working Capital, Balance Sheet, Accrual Accounting, Accounting, Cash Flows, Income Statement, Generally Accepted Accounting Principles (GAAP), Financial Analysis, Tax Planning, Equities, Financial Planning, Corporate Finance
Microsoft
Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Star Schema, Power BI, Database Design, Data Warehousing, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Performance Tuning
Skills you'll gain: ChatGPT, Generative AI, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, OpenAI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Modeling, Data Synthesis, Artificial Intelligence, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Software Development Tools, Image Analysis, Technical Communication
In summary, here are 10 of our most popular predictive modeling courses
- Probabilistic Graphical Models:Â Stanford University
- Analytics for Decision Making:Â University of Minnesota
- IBM Generative AI Engineering:Â IBM
- Big Data:Â University of California San Diego
- Machine Learning in Production:Â DeepLearning.AI
- Generative AI for Product Managers:Â IBM
- Introduction to Data Science:Â IBM
- Sports Performance Analytics:Â University of Michigan
- Machine Learning with Python:Â IBM
- Introduction to Finance and Accounting:Â University of Pennsylvania