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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


  • Status: New
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    LearnKartS

    Data Engineering Foundations on AWS

    Skills you'll gain: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Data Pipelines, Version Control, Data Modeling, Cloud Storage, Git (Version Control System), Data Management, Data Storage Technologies, Cloud Security, Data Security, Big Data, Encryption

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI for Cybersecurity Analysts

    Skills you'll gain: Cyber Threat Intelligence, Responsible AI, Cybersecurity, Threat Detection, Threat Modeling, Security Information and Event Management (SIEM), Incident Response, AI Security, Generative AI, Data Ethics, Security Testing, Vulnerability Assessments

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Full-Stack Developer Capstone Project

    Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Cloud Deployment, Performance Tuning, Frontend Integration, .NET Framework, Application Programming Interface (API), Data Modeling, Development Environment, Cloud Applications, Object-Relational Mapping, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Authentications, Application Development, Application Design

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Salesforce Certified AI Specialist Certification

    Skills you'll gain: AI Workflows, Salesforce, AI Security, Responsible AI, Data Ethics, AI Enablement, Customer Relationship Management, Generative AI, Predictive Modeling, Data Security, Data Modeling, Large Language Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Maryland, College Park

    Platform Product Management

    Skills you'll gain: No-Code Development, Application Development, User Experience, User Interface (UI), Data Modeling, Sprint Retrospectives, Platform As A Service (PaaS), Service Recovery, Digital Transformation, Application Design, Drive Engagement, Technology Solutions, User Feedback, Cloud-Based Integration, Application Deployment, Customer Engagement, Product Lifecycle Management, Product Management, System Implementation, Systems Integration

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Uso de bancos de dados com Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization, Web Scraping, Interactive Data Visualization, Data Processing, Object Oriented Programming (OOP), Data Modeling, Geospatial Mapping, Python Programming, Web Development, Data Collection

    Mixed · Course · 1 - 3 Months

  • Status: Free
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    University of Michigan

    Generative AI Teach-Out

    Skills you'll gain: ChatGPT, Generative AI, AI Product Strategy, Large Language Modeling, Data Ethics, Responsible AI, AI Enablement, Artificial Intelligence, Natural Language Processing, Economics, Policy, and Social Studies, Law, Regulation, and Compliance, Social Sciences, Healthcare Industry Knowledge

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Mixed · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, electromagnetics, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Corporate Finance Institute

    Regression Analysis - Fundamentals & Practical Applications

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Project Finance Fundamentals: Analyze & Structure Deals

    Skills you'll gain: Project Finance, Feasibility Studies, Cost Estimation, Financial Analysis, Project Risk Management, Risk Analysis, Return On Investment, Financial Statements, Financial Modeling, Case Studies, Stakeholder Analysis, Due Diligence, Loans, Cash Flows, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Data Engineering Foundations on AWS: LearnKartS
  • GenAI for Cybersecurity Analysts: Coursera
  • Full-Stack Developer Capstone Project: Microsoft
  • Salesforce Certified AI Specialist Certification: Packt
  • Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
  • Platform Product Management: University of Maryland, College Park
  • Uso de bancos de dados com Python: University of Michigan
  • Generative AI Teach-Out: University of Michigan
  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • Introduction to Transformer Models for NLP: Unit 1: Pearson

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