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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: Free Trial
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    Columbia University

    Construction Finance

    Skills you'll gain: Project Finance, Construction Management, Real Estate, Cash Flows, Financial Modeling, Risk Management, Finance, Project Management, Lean Methodologies, Financial Analysis, Capital Budgeting, Commercial Real Estate, Business Mathematics, Strategic Partnership, Return On Investment

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Maryland, College Park

    Entrepreneurship: Launching an Innovative Business

    Skills you'll gain: Customer Analysis, Commercialization, Product Planning, Business Modeling, Strategic Decision-Making, Innovation, Entrepreneurship, Entrepreneurial Finance, Market Opportunities, Business Planning, New Product Development, Sales Strategy, Sales Pipelines, Ideation, Sales Presentation, Customer Insights, Product Development, Team Building, Capital Markets, Finance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Automate Data Pipelines: Schema Evolution

    Skills you'll gain: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Real Time Data, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring, Scalability, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Modular Asset Creation in Blender & Maze Building with Code

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Integration Testing, Computer Graphics, Scripting

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Analysing: Numeric and digital literacies

    Skills you'll gain: Governance, Management Accounting, Budgeting, Marketing Analytics, Capital Budgeting, Financial Modeling, SAS (Software), Business Analytics, Financial Forecasting, Accounting, Financial Management, Customer Insights, Dashboard, Marketing Effectiveness, Corporate Finance, Digital Marketing, Business Valuation, Data-Driven Decision-Making, Financial Analysis, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Mastering the Art of Isometric Room Design in Blender 3

    Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Animation and Game Design, Graphical Tools, Design Software, Image Quality, Layout Design

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Washington

    Machine Learning Foundations: A Case Study Approach

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Supervised Learning, Artificial Intelligence, Data Preprocessing, Deep Learning, Computer Vision, Application Development, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Text Mining, Python Programming, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    14K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Governance, Marketing Analytics, Data Visualization, Data Literacy, Accounting, Infographics, Data Management, Data Collection, Data Quality, Data Visualization Software, Internal Controls, Classification Algorithms, Business Analytics, Business Analysis, AI Personalization, Analytics, Data Analysis, Power BI, Machine Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
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    Packt

    3D Character Rigging in Blender

    Skills you'll gain: 3D Modeling, Animation and Game Design, 3D Assets, Animations, Visualization (Computer Graphics), Computer Graphics, Graphics Software, Design and Product

    Beginner · Course · 1 - 3 Months

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

  • Construction Finance: Columbia University
  • Entrepreneurship: Launching an Innovative Business: University of Maryland, College Park
  • Automate Data Pipelines: Schema Evolution: Coursera
  • Evaluate & Optimize LLM Performance: Coursera
  • Modular Asset Creation in Blender & Maze Building with Code: Packt
  • Analysing: Numeric and digital literacies: Macquarie University
  • Mastering the Art of Isometric Room Design in Blender 3: Packt
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • Business Analytics: University of Illinois Urbana-Champaign

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