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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: New
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    Whizlabs

    AWS: Machine Learning & MLOps Foundations

    Skills you'll gain: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Predictive Modeling, Machine Learning, Supervised Learning, Data Transformation, Unsupervised Learning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    3D Printing Capstone

    Skills you'll gain: 3D Modeling, Product Design, Design Thinking, Innovation, Manufacturing Processes, Computer-Aided Design, Prototyping, Product Development, Production Process, Social Impact, Materials science

    4.4
    Rating, 4.4 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

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    ESSEC Business School

    Belles histoires d'entreprises à impact

    Skills you'll gain: Sustainable Design, Social Impact, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Development, Waste Minimization, Program Evaluation, Entrepreneurship, Product Lifecycle Management, Market Opportunities, Investment Management, Business Modeling, Innovation, Stakeholder Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Model Evaluation

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Venture Capital: Analyze, Build & Evaluate Models

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Private Equity, Business Modeling, Entrepreneurship, Investment Banking, Financial Analysis, Finance, Financial Forecasting, Return On Investment, Financial Management, Balance Sheet, Financial Statements, Income Statement, Cash Flows, Excel Formulas, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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    28DIGITAL

    Capstone: Autonomous Runway Detection for IoT

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Internet Of Things, System Requirements, Software Engineering, System Testing, Software Development, Verification And Validation, Cloud Infrastructure, Integration Testing, Performance Testing, Systems Integration, System Implementation, Requirements Analysis, Innovation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • M

    MathWorks

    Powering the Future with Electrification

    Skills you'll gain: Electrical Systems, Model Based Systems Engineering, Electric Power Systems, Climate Change Mitigation, Energy and Utilities, Environmental Issue

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Mécanique : Solide Indéformable

    Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Engineering Calculations, Vibrations, Applied Mathematics, Physics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    34 reviews

    Mixed · Course · 1 - 3 Months

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    ESSEC Business School

    Déployer l'économie circulaire dans les organisations

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Climate Change Programs, Business Transformation, Environmental Social And Corporate Governance (ESG), Systems Thinking, Business Modeling, Waste Minimization, Innovation, Case Studies, Resource Utilization, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Program Managers

    Skills you'll gain: Project Management Software, Program Management, Responsible AI, AI Product Strategy, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Large Language Modeling, Stakeholder Communications, Machine Learning, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Programa especializado en circuitos eléctricos con SPICE

    Skills you'll gain: Three-Phase, Basic Electrical Systems, Electrical Engineering, Electronic Components, Electric Power Systems, Electrical Power, Power Electronics, Electronics, Network Analysis, Engineering Analysis, Differential Equations, Mathematical Modeling, Schematic Diagrams, Simulation and Simulation Software

    4.9
    Rating, 4.9 out of 5 stars
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    43 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Calculus through Data & Modelling: Techniques of Integration

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Probability, Applied Mathematics, Advanced Mathematics, Geometry, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AWS: Machine Learning & MLOps Foundations: Whizlabs
  • 3D Printing Capstone: University of Illinois Urbana-Champaign
  • Belles histoires d'entreprises à impact: ESSEC Business School
  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Venture Capital: Analyze, Build & Evaluate Models: EDUCBA
  • Capstone: Autonomous Runway Detection for IoT: 28DIGITAL
  • Powering the Future with Electrification: MathWorks
  • Mécanique : Solide Indéformable: École Polytechnique Fédérale de Lausanne
  • Déployer l'économie circulaire dans les organisations: ESSEC Business School
  • GenAI for Program Managers: Coursera

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