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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
    U

    University of Michigan

    Assisting Public Sector Decision Makers With Policy Analysis

    Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Policy Development, Analytical Skills, Forecasting, R Programming, Data-Driven Decision-Making, Research Design, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data Science for Health Research

    Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Requirements Elicitation: Artifact and Stakeholder Analysis

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Mockups, Interviewing Skills, Storyboarding, Business Requirements, Prototyping, User Requirements Documents, User Research, Stakeholder Analysis, Information Architecture, Prioritization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    122 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Design for Additive Manufacturing

    Skills you'll gain: Manufacturing Processes, Engineering Design Process, Computer-Aided Design, Design Strategies, Prototyping, Design, 3D Modeling, Materials science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    59 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Information Security Foundations

    Skills you'll gain: Threat Modeling, Identity and Access Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Network Analysis, Computational Thinking, Logical Reasoning, Combinatorics, Data Structures, Deductive Reasoning, Mathematics and Mathematical Modeling, Algebra, Geospatial Information and Technology, Computer Science, Algorithms, Information Technology, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    281 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Cape Town

    Building Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Solution Design, Business Modeling, Business Planning, Business Strategies, Market Opportunities, New Business Development, FinTech, Case Studies, Professional Networking, Business Development, Growth Strategies, Financial Regulation, Fundraising, Intellectual Property

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Design of High-Performance Optical Systems

    Skills you'll gain: Image Quality, Engineering, Scientific, and Technical Instruments, Electronic Components, Systems Design, Human Factors, Engineering Calculations, Technical Design, Simulation and Simulation Software, Mathematical Modeling

    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
    S

    SkillUp

    Enterprise Data Integration, Governance and Architecture

    Skills you'll gain: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Architecture, Data Management, Data Integration, Data Storage, Enterprise Architecture, Data Quality, Personally Identifiable Information, Data Modeling, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Data Warehousing, Threat Detection, Law, Regulation, and Compliance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    64 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    UX and Interface Design for Embedded Systems

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Human Computer Interaction, Usability Testing, Design Research, Embedded Systems, Wireframing, Prototyping, Unified Modeling Language, Persona Development

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Classification Algorithms, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Feature Engineering, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Database Design and Operational Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard, Star Schema, Relational Databases, Database Management, Data Visualization Software, Snowflake Schema, Data Visualization, Business Reporting, SAS (Software), Data Modeling, Interactive Data Visualization, SQL, Descriptive Statistics, Cloud Computing Architecture

    4.5
    Rating, 4.5 out of 5 stars
    ·
    238 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Assisting Public Sector Decision Makers With Policy Analysis: University of Michigan
  • Data Science for Health Research: University of Michigan
  • Requirements Elicitation: Artifact and Stakeholder Analysis: University of Colorado System
  • Design for Additive Manufacturing: Arizona State University
  • Information Security Foundations: LearnKartS
  • 离散数学概论 Discrete Mathematics Generality: Peking University
  • Building Fintech Startups in Emerging Markets: University of Cape Town
  • Design of High-Performance Optical Systems: University of Colorado Boulder
  • Enterprise Data Integration, Governance and Architecture: SkillUp
  • UX and Interface Design for Embedded Systems: University of Colorado Boulder

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