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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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    Google Cloud

    Introduction to Generative AI - 한국어

    Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering Tools, AI Enablement, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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    S.P. Jain Institute of Management and Research

    Foundation of Global Supply Chains

    Skills you'll gain: Network Planning And Design, Logistics, Inventory Management System, Key Performance Indicators (KPIs), Transportation Operations, Corporate Sustainability, Strategic Planning, Risk Management, Coordination, Demand Planning, Cost Reduction, Microsoft Excel

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Requirement Gathering and Analysis with GenAI Training

    Skills you'll gain: Requirements Analysis, Generative AI, Prompt Engineering, Software Design Documents, Requirements Elicitation, Workflow Management, User Story, Prioritization, Hugging Face, Customer Insights, Language Interpretation, Translation, and Studies

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 1: 로봇 동작의 기초

    Skills you'll gain: Robotics, Mathematical Modeling, Engineering, Mechanics, Automation, 3D Modeling, Engineering Analysis, Virtual Environment, Simulation and Simulation Software, Matlab, Control Systems, Linear Algebra, Computer Programming Tools

    Intermediate · Course · 1 - 3 Months

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    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Text Mining, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Supervised Learning, Time Series Analysis and Forecasting, Network Architecture, Data Science, Model Evaluation

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Stormwater Management, Engineering Plans And Specifications, Engineering Analysis, Design, Visualization (Computer Graphics), Coordination, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

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    University of Colorado Boulder

    Security & Ethical Hacking: Attacking Web and AI Systems

    Skills you'll gain: AI Security, Exploitation techniques, Open Web Application Security Project (OWASP), Server Side, Application Security, Artificial Intelligence and Machine Learning (AI/ML), Cyber Security Assessment, Large Language Modeling, Generative AI, Cyber Attacks, Data Security, Security Awareness

    Build toward a degree

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    DP-900 Azure Data Fundamentals

    Skills you'll gain: Relational Databases, Power BI, Microsoft Azure, NoSQL, Cloud Deployment, Databases, Database Architecture and Administration, Data Integration, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Data Warehousing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Cloud Hosting, Cloud Security, Firewall

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Efficiently Serving LLMs

    Skills you'll gain: LLM Application, Large Language Modeling, Transfer Learning, Performance Tuning, Generative AI

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Project · Less Than 2 Hours

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    LearnQuest

    Implementing Security in IoT and Edge Devices

    Skills you'll gain: Hardware Architecture, Security Engineering, Internet Of Things, Encryption, Information Systems Security, Vulnerability Assessments, Threat Modeling, Data Security, Security Requirements Analysis, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Authentications, Authorization (Computing)

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Generative AI for Security Fundamentals

    Skills you'll gain: AI Security, Responsible AI, Large Language Modeling, IT Security Architecture, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Simulation of Covid-19 Testing Process Using R Simmer

    Skills you'll gain: Simulations, Visualization (Computer Graphics), Statistical Visualization, R (Software), R Programming, Statistical Modeling, Statistical Programming, Statistical Analysis, Process Analysis, Data Analysis, Test Case

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Introduction to Generative AI - 한국어: Google Cloud
  • Foundation of Global Supply Chains: S.P. Jain Institute of Management and Research
  • Requirement Gathering and Analysis with GenAI Training: Simplilearn
  • 현대 로봇공학, 강좌 1: 로봇 동작의 기초: Northwestern University
  • Deep Learning: Recurrent Neural Networks with Python: Packt
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Security & Ethical Hacking: Attacking Web and AI Systems: University of Colorado Boulder
  • DP-900 Azure Data Fundamentals: EDUCBA
  • Efficiently Serving LLMs: DeepLearning.AI
  • Implementing Security in IoT and Edge Devices: LearnQuest

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