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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    I

    IBM

    Introduction to the Threat Intelligence Lifecycle

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Detection, Data Management, Data Validation, Technical Communication, Automation, Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Pseudocode, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Software Design Patterns, Debugging, Game Theory, Mathematical Modeling, Test Case

    4.8
    Rating, 4.8 out of 5 stars
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    365 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    ServiceNow Basics: IT Automation & AI-Powered Workflows

    Skills you'll gain: ServiceNow, AI Workflows, Workflow Management, IT Service Management, Digital Transformation, AI Enablement, Business Process Automation, Self Service Technologies, Technical Support and Services, Service Improvement, Operational Efficiency, Predictive Modeling, Incident Management, Event Monitoring, Change Management, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Virginia

    Pensamiento de diseño para la innovación

    Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Storytelling, Human Centered Design, Strategic Thinking, Data Visualization, Growth Mindedness, Test Tools, Entrepreneurship, Case Studies, Business Modeling, Peer Review

    4.8
    Rating, 4.8 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Automation & Advanced Techniques with Copilot in Excel

    Skills you'll gain: Excel Macros, Dashboard, Forecasting, Microsoft Copilot, Microsoft Excel, Workflow Management, UI Components, Visual Basic (Programming Language), Data Analysis Expressions (DAX), User Interface (UI), Automation, Debugging, Scenario Testing, Programming Principles

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Google Cloud Platform, Model Deployment, Data Preprocessing, Applied Machine Learning, Feature Engineering, Analytics, Cloud Storage, Predictive Analytics, Machine Learning, Advanced Analytics, Data Management

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
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    L

    LearnKartS

    Project Management and Risk Fundamentals

    Skills you'll gain: Business Risk Management

    4.8
    Rating, 4.8 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Las estaciones del año y el clima

    Skills you'll gain: Environmental Issue, Physical Science, Climate Change Adaptation, Environment, Climate Change Mitigation, Geographic Information Systems, Environmental Science, Physics, Simulation and Simulation Software, Experimentation, Mathematical Modeling, Scientific Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    381 reviews

    Mixed · Course · 1 - 4 Weeks

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    Free Trial
    N

    National Taiwan University

    Operations Research (2): Optimization Algorithms

    Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Resource Allocation, Decision Making, Facility Management, Calculus, Business Analytics

    4.9
    Rating, 4.9 out of 5 stars
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    158 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Advanced Data Visualization with Tableau

    Skills you'll gain: Tableau Software, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Dashboard, Transact-SQL, Data Sharing, Data Analysis, Data Integration, Data Access, Advanced Analytics, Data Modeling, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Éléments de Géomatique

    Skills you'll gain: Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, 3D Modeling, Visualization (Computer Graphics), Engineering Calculations, Systems Of Measurement, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Statistical Methods for Computer Science

    Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model

    Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to the Threat Intelligence Lifecycle : IBM
  • Principles of Computing (Part 2): Rice University
  • ServiceNow Basics: IT Automation & AI-Powered Workflows: Coursera
  • Pensamiento de diseño para la innovación: University of Virginia
  • Automation & Advanced Techniques with Copilot in Excel: Microsoft
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • Project Management and Risk Fundamentals: LearnKartS
  • Las estaciones del año y el clima: Universidad Nacional Autónoma de México
  • Operations Research (2): Optimization Algorithms: National Taiwan University
  • Advanced Data Visualization with Tableau: SkillUp

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