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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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    University of Huddersfield

    Strategic Implementation & Management

    Skills you'll gain: Stakeholder Management, Organizational Strategy, Innovation, Strategic Leadership, Stakeholder Analysis, Organizational Change, Business Strategy, Strategic Decision-Making, Change Management, Business Ethics, Leadership, Business Modeling, Case Studies

    Beginner · Course · 1 - 4 Weeks

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    Politecnico di Milano

    Learning with AI

    Skills you'll gain: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, Lifelong Learning, AI Enablement, Human Learning, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence, Student-Centred Learning, Generative AI, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Model Evaluation, Applied Machine Learning, Social Impact, Unstructured Data, Data-Driven Decision-Making, Information Privacy, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Machine Learning with Python: Build & Optimize

    Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Visualization, Python Programming, Applied Machine Learning, Pandas (Python Package), Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Dimensionality Reduction, Statistical Methods, Data Transformation, Feature Engineering, Unsupervised Learning, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Modelling Threats - Strategies in Threat Modelling

    Skills you'll gain: Threat Modeling, Threat Detection, MITRE ATT&CK Framework, Application Security, Cybersecurity, Security Controls, Security Strategy, Vulnerability Assessments, Continuous Monitoring, Risk Management Framework, Open Web Application Security Project (OWASP), Software Development Life Cycle, Cloud Security

    Intermediate · Course · 1 - 3 Months

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    The Open University

    From prototyping to validating business models

    Skills you'll gain: Sustainable Business, Stakeholder Engagement, Corporate Sustainability, Business Modeling, Environmental Social And Corporate Governance (ESG), Stakeholder Analysis, Systems Thinking, Value Propositions, Design Thinking, Verification And Validation, Presentations, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Harnessing Ollama – Create Local LLMs with Python

    Skills you'll gain: LLM Application, Tool Calling, Large Language Modeling, Retrieval-Augmented Generation, Command-Line Interface, Embeddings, Python Programming, Application Development, Vector Databases, User Interface (UI), Software Installation, Restful API, Development Environment

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Certified Ethical Hacker (CEH): Unit 8

    Skills you'll gain: AI Security, Threat Modeling, Threat Management, MITRE ATT&CK Framework, LangChain, Threat Detection, Responsible AI, Large Language Modeling, Continuous Monitoring, Event Monitoring, Security Testing, Generative AI, Embeddings, System Monitoring, LangGraph, Prompt Engineering, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

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    National Taiwan University

    International Communication and East Asian Affairs (3)

    Skills you'll gain: Journalism, Large Language Modeling, Media and Communications, AI Security, Electronic Media, Storytelling, Responsible AI, International Relations, digital literacy, Writing, Natural Language Processing, Digital Communications

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Temporal Logic Model Checking

    Skills you'll gain: Computational Logic, Verification And Validation, Theoretical Computer Science, Systems Design, Model Evaluation, Simulations, Algorithms, Safety and Security

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Mastering Adobe Photoshop CC: Mockups & Smart Layouts

    Skills you'll gain: Adobe Photoshop, Layout Design, Creative Design, Graphic and Visual Design, Photo Editing, 3D Modeling, Computer Graphic Techniques, Design Elements And Principles

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Web Exploits, Python Scripting & Network Attacks

    Skills you'll gain: Penetration Testing, OSI Models, Exploitation techniques, TCP/IP, Network Protocols, Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Cyber Security Assessment, General Networking, Vulnerability Scanning, Cybersecurity, Web Development, Prompt Engineering, Large Language Modeling, Scripting, Python Programming, SQL, Command-Line Interface, Data Structures

    Intermediate · Course · 1 - 3 Months

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

  • Strategic Implementation & Management: University of Huddersfield
  • Learning with AI: Politecnico di Milano
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Machine Learning with Python: Build & Optimize: EDUCBA
  • Modelling Threats - Strategies in Threat Modelling: Packt
  • From prototyping to validating business models: The Open University
  • Harnessing Ollama – Create Local LLMs with Python: Packt
  • Certified Ethical Hacker (CEH): Unit 8: Pearson
  • International Communication and East Asian Affairs (3): National Taiwan University
  • Temporal Logic Model Checking : University of Colorado Boulder

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