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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


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    Technical University of Denmark (DTU)

    Hydrogen: Key Concepts and Use in Green Technologies

    Skills you'll gain: Sustainable Technologies, Production Process, Mathematical Modeling, Materials science, Research Reports, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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    Technical University of Munich (TUM)

    Biotech — From Science to Business

    Skills you'll gain: Biotechnology, Business Modeling, Commercialization, Entrepreneurship, Business Strategy, Feasibility Studies, Business Valuation, Market Opportunities, Innovation, Intellectual Property, Product Development, Team Building, Regulatory Requirements

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Agile Dev Practices: SDLC & Project Management

    Skills you'll gain: Software Development Life Cycle, Agile Software Development, Agile Methodology, Requirements Analysis, Agile Project Management, Software Development Methodologies, Application Lifecycle Management, Interpersonal Communications, Scrum (Software Development), Sprint Retrospectives, User Story, Waterfall Methodology, Sprint Planning, Quality Management, Project Management, Cross-Functional Collaboration, Continuous Improvement Process

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 2

    Skills you'll gain: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Mathematical Modeling, Statistical Inference

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Intermediate · Specialization · 3 - 6 Months

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    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Strategy, Data Management, Data Modeling, Data Quality, Data Literacy, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Business Priorities, Data Pipelines, Sprint Retrospectives, Process Improvement, Sprint Planning

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Introduction to Domain Models

    Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Case Studies, Data Modeling, Software Engineering, Object Oriented Programming (OOP), Software Design, Systems Design, Business Modeling, Technical Design, Complex Problem Solving, Solution Design

    Mixed · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    A Strategic Approach to Cybersecurity

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Cyber Governance, Cyber Risk, Cyber Security Assessment, Security Strategy, Cyber Security Policies, Security Management, Security Awareness, Threat Modeling, Information Privacy, Infrastructure Security, Risk Management, Vulnerability Assessments

    4.7
    Rating, 4.7 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 3 Months

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    Fundação Instituto de Administração

    Strategic Management

    Skills you'll gain: Strategic Decision-Making, Competitive Analysis, Organizational Strategy, Business Strategy, Plan Execution, Sustainable Business, Corporate Strategy, Strategic Thinking, Business Management, Business Modeling, Case Studies, Market Analysis, Resource Management, Business Analysis, Supply Chain Management, Supplier Management, Supplier Relationship Management, Continuous Monitoring, Market Dynamics

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Goodwill Industries International

    The Digital Divide

    Skills you'll gain: digital literacy, Computer Literacy, Disabilities, Web Content Accessibility Guidelines, Diversity Awareness, Digital Communications, Community Development, Community Outreach, End User Training and Support, Advocacy, Telecommunications, Ethical Standards And Conduct, Data Access, Requirements Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Hydrogen: Key Concepts and Use in Green Technologies: Technical University of Denmark (DTU)
  • Biotech — From Science to Business: Technical University of Munich (TUM)
  • Agile Dev Practices: SDLC & Project Management: Northeastern University
  • H2O ai Large Language Models (LLMs) - Level 1: H2O.ai
  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
  • Retrieval Augmented Generation: Packt
  • DataOps Methodology : IBM
  • Data Science for Agile Decision-Making: Duke University
  • Introduction to Domain Models: Northeastern University
  • A Strategic Approach to Cybersecurity: University of Maryland, College Park

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