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Explore the Predictive Modeling Course Catalog
- Status: NewStatus: Free Trial
University of Pittsburgh
Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
- Status: NewStatus: Preview
Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning
- Status: Free Trial
Duke University
Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Data-Driven Decision-Making, Business Analytics, Data Analysis, Business Risk Management
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Descriptive Analytics, Data-Driven Decision-Making, Marketing Analytics, Predictive Analytics, Customer Insights, Customer Analysis, Analytics, Marketing, Data Collection, Marketing Strategies, Market Research, Regression Analysis, Consumer Behaviour
- Status: Free Trial
Skills you'll gain: SAS (Software), Predictive Modeling, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Big Data, Plot (Graphics), Data Analysis, Statistical Inference, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement, Data Manipulation
- Status: Free Trial
Skills you'll gain: Predictive Modeling, Exploratory Data Analysis, Data Wrangling, Data Analysis, Data Import/Export, Pandas (Python Package), Statistical Modeling, Data-Driven Decision-Making, Data Manipulation, Scikit Learn (Machine Learning Library), Regression Analysis, Feature Engineering, Matplotlib, Python Programming, Data Cleansing, NumPy, Data Visualization, Descriptive Statistics, Supervised Learning, Data Pipelines
- Status: NewStatus: Free Trial
Skills you'll gain: Predictive Modeling, Statistical Modeling, Predictive Analytics, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Supervised Learning, Machine Learning, Performance Metric
- Status: Free TrialStatus: AI skills
Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Plotly, Data Visualization, Predictive Modeling, Generative AI, SQL, Interactive Data Visualization, Exploratory Data Analysis, Data Wrangling, Data Analysis, Jupyter, Big Data, Matplotlib, IBM Cognos Analytics, Excel Formulas, Python Programming, Professional Networking, Microsoft Excel
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Data Storytelling, Data Presentation, Data Governance, Predictive Modeling, Data Storage Technologies, Predictive Analytics, Exploratory Data Analysis, Analytics, Business Analytics, Data Storage, Big Data, Risk Analysis, Databases, Business Intelligence, Data Visualization, Data Visualization Software, Data Analysis, Decision Making, Data Cleansing, SQL
- Status: Free Trial
Skills you'll gain: Prompt Engineering, LangChain, Large Language Modeling, Prompt Patterns, Predictive Modeling, Unsupervised Learning, PyTorch (Machine Learning Library), Generative AI, Keras (Neural Network Library), Flask (Web Framework), Supervised Learning, Exploratory Data Analysis, Data Wrangling, Unit Testing, Responsible AI, Deep Learning, Data Analysis, Jupyter, Regression Analysis, LLM Application
- Status: Free Trial
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Supervised Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Variance Analysis, Predictive Modeling, Probability & Statistics, Exploratory Data Analysis, Machine Learning, Python Programming
- Status: Free Trial
Macquarie University
Skills you'll gain: Microsoft Excel, Dashboard, Excel Formulas, Spreadsheet Software, Data Visualization, Excel Macros, Data Validation, Data Cleansing, Data Analysis Expressions (DAX), Data Modeling, Financial Forecasting, Data Management, Business Intelligence Software, Consolidation, Data Integrity, Data Entry, Business Reporting, Productivity Software, Financial Modeling, Loans
In summary, here are 10 of our most popular predictive modeling courses
- Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
- Credit Default Prediction with Python: Apply & Analyze: EDUCBA
- Mastering Data Analysis in Excel: Duke University
- Customer Analytics: University of Pennsylvania
- SAS Statistical Business Analyst: SAS
- Data Analysis with Python: IBM
- Data Science Fundamentals Part 2: Unit 3: Pearson
- IBM Data Analyst: IBM
- Advanced Business Analytics: University of Colorado Boulder
- IBM Generative AI Engineering: IBM