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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Customer Insights

    Skills you'll gain: Customer Insights, AI Personalization, Customer experience strategy (CX), Generative AI, User Feedback, Customer Data Management, Customer Engagement, Business Intelligence, Trend Analysis, Data-Driven Decision-Making, Strategic Thinking, Predictive Analytics, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vector Search and Embeddings

    Skills you'll gain: LLM Application, Semantic Web, Generative AI, Large Language Modeling, Natural Language Processing, Text Mining, Google Cloud Platform, Web Analytics and SEO

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Battery State-of-Health (SOH) Estimation

    Skills you'll gain: Estimation, Simulations, Applied Mathematics, Laboratory Testing, Matlab, Numerical Analysis, Electric Power Systems, Mathematical Modeling, Statistical Methods, Electrical Engineering, Electronic Components, Scripting, Algorithms, Chemistry, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    158 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Generative AI, Agentic systems, LLM Application, ChatGPT, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Responsible AI, Business Workflow Analysis, Decision Making, Content Creation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    57 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Digital Technology in Manufacturing

    Skills you'll gain: Product Lifecycle Management, Embedded Systems, Embedded Software, Manufacturing and Production, Manufacturing Processes, Robotic Process Automation, Control Systems, Computer-Aided Design, Programmable Logic Controllers, Automation, Internet Of Things, Production Process, Cyber Engineering, Digital Transformation, Engineering Analysis, C (Programming Language), Computer Engineering, Enterprise Resource Planning, Industrial Engineering, Geometric Dimensioning And Tolerancing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Project Management

    Skills you'll gain: Project Management Institute (PMI) Methodology, Project Management, Stakeholder Engagement, Stakeholder Management, Project Management Life Cycle, Project Risk Management, Project Planning, Scope Management, Project Performance, Risk Management, Ethical Standards And Conduct, Business Ethics, Team Leadership, Agile Methodology, Communication Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Design of High-Performance Optical Systems

    Skills you'll gain: Equipment Design, Performance Tuning, Systems Engineering, Engineering Calculations, Systems Analysis, Engineering, Scientific, and Technical Instruments, Laboratory Equipment, Advanced Mathematics, Simulation and Simulation Software, Computer-Aided Design, Mathematical Modeling, Engineering Design Process, Applied Mathematics

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    52 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Notre Dame

    Ethics of Technology

    Skills you'll gain: Data Ethics, Analytics, Responsible AI, Big Data, Data Analysis, Ethical Standards And Conduct, Machine Learning, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Artificial Intelligence, Technology Strategies, Law, Regulation, and Compliance, Predictive Analytics, Social Justice, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    44 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Data Architecture, Web Applications, Software Architecture, Cloud Applications, Performance Testing, Scalability, Functional Requirement, Distributed Computing, Databases, Microservices, Application Deployment, Application Development, Predictive Modeling, Software Testing, System Design and Implementation, Middleware, Transaction Processing, Big Data

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    102 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Customer Data Analytics for Marketers

    Skills you'll gain: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Business Model Innovation for Sustainable Landscape Restoration

    Skills you'll gain: Stakeholder Analysis, Market Opportunities, Business Modeling, Sustainable Development, New Business Development, Key Performance Indicators (KPIs), Sustainable Business, Systems Analysis, Financial Analysis, Systems Thinking, Business Architecture, Innovation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Melbourne

    Essentials of Corporate Finance Capstone

    Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Management, Financial Data, Investment Management, Strategic Decision-Making, Corporate Finance, Market Data, Risk Analysis, Business Valuation, Market Trend, Capital Markets

    4.7
    Rating, 4.7 out of 5 stars
    ·
    135 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • GenAI for Customer Insights: Coursera
  • Vector Search and Embeddings: Google Cloud
  • Battery State-of-Health (SOH) Estimation: University of Colorado Boulder
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • Digital Technology in Manufacturing: L&T EduTech
  • Foundations of Project Management: Packt
  • Design of High-Performance Optical Systems: University of Colorado Boulder
  • Ethics of Technology: The University of Notre Dame
  • Software Architecture for Big Data: University of Colorado Boulder
  • Customer Data Analytics for Marketers: University of Colorado System

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