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Explore the Predictive Modeling Course Catalog
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
University of California San Diego
Skills you'll gain: Predictive Modeling, Data Validation, Predictive Analytics, Verification And Validation, Statistical Modeling, Applied Machine Learning, Regression Analysis, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Python Programming, Statistical Methods, Scikit Learn (Machine Learning Library), Data Analysis, Text Mining, Machine Learning, Test Data, Machine Learning Algorithms, Natural Language Processing
University of Colorado System
Skills you'll gain: Predictive Modeling, Clinical Data Management, Clinical Research, Intensive Care Unit, Risk Modeling, Predictive Analytics, Statistical Modeling, Decision Support Systems, Applied Machine Learning, Data-Driven Decision-Making, Qualitative Research, Feature Engineering, Data Analysis, Usability Testing, Electronic Medical Record, Interoperability
University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Project Design, Business Analytics, Applied Machine Learning, Solution Design, Customer Analysis, Machine Learning, Brainstorming, Sprint Planning, Deep Learning, Quality Control, Time Series Analysis and Forecasting, Decision Tree Learning
DeepLearning.AI
Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Deep Learning, Applied Machine Learning, Text Mining, Machine Learning
Skills you'll gain: Predictive Modeling, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Supervised Learning, Machine Learning Software, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Feature Engineering, Decision Tree Learning, Business Metrics, Data Analysis, Performance Measurement, Regression Analysis, Ethical Standards And Conduct, Deep Learning, Artificial Neural Networks
Skills you'll gain: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Data Quality, Time Series Analysis and Forecasting, Artificial Intelligence, Big Data, Software Documentation
- Status: Free
Coursera Instructor Network
Skills you'll gain: Marketing Analytics, Dashboard, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Predictive Analytics, Market Analysis, Business Analytics, Marketing, Customer Insights, Market Research, Data Analysis
University of California San Diego
Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Predictive Analytics, Data Manipulation, Design Thinking, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Classification And Regression Tree (CART), Regression Analysis, Data Processing, Tensorflow, Statistical Methods
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 Mining, Data Management, Applied Machine Learning, Data Infrastructure, Data Presentation, Scalability, Data Processing, Statistical Analysis, Databases, Data Architecture
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
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
In summary, here are 10 of our most popular predictive modeling courses
- Predictive Modeling with Logistic Regression using SAS :Â SAS
- Meaningful Predictive Modeling:Â University of California San Diego
- Predictive Modeling and Transforming Clinical Practice:Â University of Colorado System
- Predictive Analytics Project Ideation:Â University of Minnesota
- Sequence Models:Â DeepLearning.AI
- Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls:Â SAS
- Advanced Data Analysis with Generative AI:Â Microsoft
- Marketing Analytics: Data Predictions and Dashboards:Â Coursera Instructor Network
- Design Thinking and Predictive Analytics for Data Products:Â University of California San Diego
- Big Data:Â University of California San Diego