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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • Status: New
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    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Fractal Analytics

    Generative AI Essentials: A Comprehensive Introduction

    Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Large Language Modeling, Technical Communication, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
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    48 reviews

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, OpenAI, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Model Evaluation, Responsible AI, AI Security, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    62 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
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    57 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    ServiceNow Basics: IT Automation & AI-Powered Workflows

    Skills you'll gain: ServiceNow, AI Workflows, Workflow Management, IT Service Management, Digital Transformation, AI Enablement, Business Process Automation, Self Service Technologies, Technical Support and Services, Service Improvement, Operational Efficiency, Predictive Modeling, Incident Management, Event Monitoring, Change Management, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Healthcare Data Models

    Skills you'll gain: Data Integration, Data Validation, Data Quality, Data Cleansing, Data Modeling, Health Informatics, Data Transformation, Data Warehousing, Star Schema, Health Information Management, Data Analysis, Analytics, Electronic Medical Record, Database Systems, Relational Databases

    4.6
    Rating, 4.6 out of 5 stars
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    56 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Arizona State University

    Material Extrusion

    Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, 3D Modeling, Manufacturing Operations, Equipment Design, Computer-Aided Design, Experimentation, Process Analysis, Quantitative Research

    4.9
    Rating, 4.9 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Supervised Learning Regression Classification Clustering

    Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification Algorithms, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm, Bayesian Statistics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pontificia Universidad Católica del Perú

    Fundamentos de UX y de los requisitos de software

    Skills you'll gain: User Story, Human Computer Interaction, Software Development Life Cycle, Functional Requirement, Unified Modeling Language, Requirements Analysis, Prototyping, Usability, User Experience, User Interface (UI) Design, User Requirements Documents, Persona (User Experience), Interaction Design, User Centered Design, Human Factors, System Requirements, User Research, Software Design, Software Engineering, Systems Development

    4.9
    Rating, 4.9 out of 5 stars
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    142 reviews

    Beginner · Specialization · 3 - 6 Months

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    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution

    4.6
    Rating, 4.6 out of 5 stars
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    110 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    Universidad de Palermo

    Disrupción Digital

    Skills you'll gain: Business Strategy, Business Planning, Technology Strategies, Digital Transformation, Innovation, Strategic Thinking, Business Modeling, Emerging Technologies, Organizational Change, Business Technologies, Customer experience improvement

    4.9
    Rating, 4.9 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    ISAE-SUPAERO

    Flight mechanics - Lift and trajectory

    Skills you'll gain: Hazard Analysis, Risk Control, Vibrations, Mechanics, Engineering Analysis, Mathematical Modeling, Engineering Calculations

    4.7
    Rating, 4.7 out of 5 stars
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    70 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Generative AI Essentials: A Comprehensive Introduction: Fractal Analytics
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • ServiceNow Basics: IT Automation & AI-Powered Workflows: Coursera
  • Healthcare Data Models: University of California, Davis
  • Material Extrusion: Arizona State University
  • Supervised Learning Regression Classification Clustering: Simplilearn
  • Fundamentos de UX y de los requisitos de software: Pontificia Universidad Católica del Perú
  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University

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