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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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    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
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    R

    Rice University

    Introduction to Biology: Evolution

    Skills you'll gain: Biology, Taxonomy, Anatomy, Microbiology, Mathematical Modeling, Scientific Methods

    4.9
    Rating, 4.9 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Applied Machine Learning, Generative Adversarial Networks (GANs), Healthcare Project Management, Machine Learning Methods, Image Analysis, Graph Theory, Artificial Neural Networks, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Predictive Modeling, Unsupervised Learning, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
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    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • I

    Infosec

    Cyber Threat Hunting

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Detection, Threat Management, Threat Modeling, MITRE ATT&CK Framework, Endpoint Detection and Response, Intrusion Detection and Prevention, Security Information and Event Management (SIEM), Anomaly Detection, Generative AI, Endpoint Security, Event Monitoring, System Monitoring, Network Analysis, Linux

    4.5
    Rating, 4.5 out of 5 stars
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    136 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Dense Gases, Liquids and Solids

    Skills you'll gain: Mechanical Engineering, Thermal Management, Chemical Engineering, Materials science, Simulations, Engineering Analysis, Engineering Calculations, Physics, Estimation, Mathematical Modeling, Calculus

    4.5
    Rating, 4.5 out of 5 stars
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    114 reviews

    Advanced · Course · 1 - 4 Weeks

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    P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools, Microsoft Visual Studio

    4.5
    Rating, 4.5 out of 5 stars
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    88 reviews

    Intermediate · Specialization · 3 - 6 Months

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    L

    LearnKartS

    Project Management and Risk Fundamentals

    Skills you'll gain: Business Risk Management

    4.9
    Rating, 4.9 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 4 Weeks

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    I

    IIMA - IIM Ahmedabad

    How to Transform Digitally?

    Skills you'll gain: Digital Transformation, Business Transformation, Stakeholder Engagement, Organizational Change, Change Management, Business Modeling, Enterprise Architecture, Cloud Computing Architecture, Governance, Business Technologies, Automation, Workforce Development, Cybersecurity

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 3 Months

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    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Autoencoders, Machine Learning Algorithms, Random Forest Algorithm, Machine Learning, Supervised Learning, Feature Engineering, Deep Learning, Decision Tree Learning, Model Evaluation, Logistic Regression, Artificial Neural Networks, Classification Algorithms, Regression Analysis, Linear Algebra

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    P

    Politecnico di Milano

    Platform Thinking: what’s beyond Uber?

    Skills you'll gain: Innovation, Strategic Thinking, Systems Thinking, Technology Strategies, Digital Transformation, Case Studies, Business Modeling, Business Transformation, Scalability, Social Impact, Market Opportunities, Timelines, Market Dynamics

    4.8
    Rating, 4.8 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 4 Weeks

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    F

    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    GenAI in Business: Discover the Possibilities

    Skills you'll gain: Generative AI, AI Enablement, Strategic Thinking, Business Transformation, Prompt Engineering, Automation, Case Studies, Technology Strategies, Innovation, Digital Transformation, Large Language Modeling, Business Process Management, Customer Service

    4.7
    Rating, 4.7 out of 5 stars
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    65 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to the Threat Intelligence Lifecycle : IBM
  • Introduction to Biology: Evolution: Rice University
  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • Cyber Threat Hunting: Infosec
  • Dense Gases, Liquids and Solids: University of Colorado Boulder
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Project Management and Risk Fundamentals: LearnKartS
  • How to Transform Digitally?: IIMA - IIM Ahmedabad
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Platform Thinking: what’s beyond Uber?: Politecnico di Milano

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