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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Popular Predictive Modeling Courses and Certifications


  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Navigating Disruption: Generative AI in the Workplace

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, AI Security, Generative AI, LLM Application, Policy Development, AI Enablement, Data Ethics, AI literacy, Human Resource Policies, Regulatory Compliance, Labor Relations, Automation, Data Security, Law, Regulation, and Compliance, Workforce Management, AI Integrations, Artificial Intelligence, Decision Intelligence

    ★ 4.8 (24) · Beginner · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Information Systems Foundations

    Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Software Engineering, Object Oriented Programming (OOP), Project Risk Management, Application Design, Web Applications, Software Development Life Cycle, Risk Management, Case Studies, Web Development, Software Development Methodologies, Application Development, Program Development, Python Programming, Application Frameworks, Software Design, Programming Principles, Computer Programming

    ★ 2.6 (17) · Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Data Processing, Development Environment, Predictive Analytics, Software Installation

    ★ 4.6 (17) · Mixed · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    AI Applied to Health and Injury Prevention

    Skills you'll gain: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Human Factors, Child Development, Predictive Analytics, AI Integrations, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Neurology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies

    Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Project Management Basics: Foundations & Frameworks

    Skills you'll gain: Cost Management, Stakeholder Communications, Cost Estimation, Project Management, Risk Management, Scope Management, Project Coordination, Project Controls, Stakeholder Analysis, Risk Management Framework, Project Closure, Project Implementation, Requirements Management, Risk Mitigation, Project Schedules, Risk Analysis, Program Management, Work Breakdown Structure, Timelines

    ★ 4.1 (9) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

  • E

    Emory University

    Mastering Business Essentials: Introduction

    Skills you'll gain: Business, Market Dynamics, Supply Chain, Supply Chain Management, Business Management, Business Strategy, Business Operations, Business Acumen, Logistics Management, Business Economics, Business Marketing, Business Modeling, Gross Profit, Strategic Thinking, Marketing, Competitive Analysis, Value Propositions, Decision Making, Strategic Marketing, Strategic Decision-Making

    ★ 4.9 (65) · Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    Credit Analyst Academy

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Commercial Lending, Lending and Underwriting, Financial Statements, Bank Regulations, Loans, Portfolio Risk, Risk Modeling, Market Data, Risk Mitigation, Financial Analysis, Derivatives, Loan Documentation, General Lending, Financial Data, Financial Services, Portfolio Management, Environmental Social And Corporate Governance (ESG), Project Portfolio Management

    ★ 4.7 (9) · Intermediate · Specialization · 3 - 6 Months

  • F

    Fractal Analytics

    Insights of Power BI

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Interactive Data Visualization, Data Manipulation, Star Schema, Dashboard, Data Analysis, Dashboard Creation, Report Writing

    ★ 4.6 (55) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Data Ethics, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, AI Security, Data Quality, AI Integrations, Predictive Modeling, Customer Relationship Management (CRM) Software, Data Management, Product Automation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Data Processing, Model Optimization, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Statistical Visualization, Python Programming

    ★ 4.6 (47) · Beginner · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular predictive modeling courses

  • Practical AI for Professionals: Northeastern University
  • Navigating Disruption: Generative AI in the Workplace: University of Michigan
  • Information Systems Foundations: Northeastern University
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • AI Applied to Health and Injury Prevention: Real Madrid Graduate School Universidad Europea
  • Project Management Basics: Foundations & Frameworks: Edureka
  • Advanced Quantitative Statistics with Excel: Coursera
  • Mastering Business Essentials: Introduction: Emory University
  • Credit Analyst Academy: Starweaver
  • Insights of Power BI: Fractal Analytics

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