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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


  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data Preprocessing, Data-Driven Decision-Making, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 3 Months

  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cyber Security: GRC Part 1 - Governance

    Skills you'll gain: Cyber Security Policies, Cyber Security Strategy, Cyber Risk, Security Strategy, Cybersecurity, Cyber Security Assessment, Organizational Change, Change Management, Risk Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Carnegie Mellon University

    Statistical Thermodynamics: Molecules to Machines

    Skills you'll gain: Chemical Engineering, Engineering, Thermal Management, Process Engineering, Applied Mathematics, Materials science, Biological Engineering, Chemistry, Biochemistry, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science

    3.9
    Rating, 3.9 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Columbia University

    3D Reconstruction - Multiple Viewpoints

    Skills you'll gain: Image Analysis, Computer Graphics, Virtual Reality, Computer Vision, Linear Algebra

    4.6
    Rating, 4.6 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to Ethical Hacking

    Skills you'll gain: Penetration Testing, MITRE ATT&CK Framework, Metasploit, Public Key Infrastructure, Exploit development, Exploitation techniques, Threat Modeling, Cybersecurity, Cryptography, Mobile Security, Cryptographic Protocols, Security Testing, Vulnerability Scanning, Cyber Security Assessment, Application Security, Operating System Administration, Network Security, Operating Systems, Encryption, Hardening

    4
    Rating, 4 out of 5 stars
    ·
    20 reviews

    Intermediate · Specialization · 3 - 6 Months

  • L

    L&T EduTech

    Two-Phase Pipe Hydraulics and Pipe Sizing

    Skills you'll gain: Hydraulics, Chemical Engineering, Engineering Analysis, Mechanical Engineering, Process Engineering, Engineering Calculations, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Product Design for the Circular Economy

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Sustainable Engineering, Sustainable Business, Strategic Leadership, Product Engineering, Organizational Leadership, Business Leadership, Sustainable Systems, Waste Minimization, Product Design, Sustainable Development, Product Lifecycle Management, Corporate Sustainability, Pollution Prevention, Environment and Resource Management, Environmental Issue, Environmental Regulations, Business Modeling, Process Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

  • T

    The Hong Kong University of Science and Technology

    Mathematics for Engineers: The Capstone Course

    Skills you'll gain: Matlab, Engineering Analysis, Mathematical Software, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Differential Equations, Calculus

    5
    Rating, 5 out of 5 stars
    ·
    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a value proposition canvas in Miro

    Skills you'll gain: Competitive Analysis, Customer Analysis, Customer Insights, Value Propositions, Company, Product, and Service Knowledge, Business Modeling, Business Analysis Tools, Presentations, Product Knowledge, Benchmarking, Marketing, Collaborative Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Introduction to Using Generative AI in Public Health

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, ChatGPT, Generative AI, Responsible AI, Healthcare Ethics, Public Health, Data Ethics, Public Health and Disease Prevention, Health Policy, Artificial Intelligence, Microsoft Copilot, Health Equity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Master Agentic AI: Core Principles & Real-World PC

    Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, Interactive Data Visualization, AI Orchestration, AI Security, A/B Testing, Generative AI Agents, Threat Management, Model Optimization, Open Web Application Security Project (OWASP), Technical Communication, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Data Science at Scale - Capstone Project: University of Washington
  • Introduction to Analytics Engineering: Edureka
  • Cyber Security: GRC Part 1 - Governance: Macquarie University
  • Statistical Thermodynamics: Molecules to Machines: Carnegie Mellon University
  • 3D Reconstruction - Multiple Viewpoints: Columbia University
  • Introduction to Ethical Hacking: Johns Hopkins University
  • Two-Phase Pipe Hydraulics and Pipe Sizing: L&T EduTech
  • Product Design for the Circular Economy: University of Colorado Boulder
  • Mathematics for Engineers: The Capstone Course: The Hong Kong University of Science and Technology
  • Create a value proposition canvas in Miro: Coursera

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