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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


  • D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Science and Research, Physics, Experimentation, Laboratory Experience, Physical Science, Deductive Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Computer Science, AI literacy, Psychology, Liberal Arts, General Science and Research, Ancient History

    ★ 4.7 (40) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Fine-tuning, Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Agentic Workflows, Decision Intelligence, Test Case, Agentic systems, User Interface (UI), Performance Testing, Model Training, Applied Machine Learning, Artificial Intelligence, Model Optimization, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation

    ★ 4.4 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Input Filter Design

    Skills you'll gain: Power Electronics, electromagnetics, Electrical Engineering, Electronic Systems, Electronics, Electronics Engineering, Electrical Systems, Computer-Aided Design, Technical Design, Engineering Design Process, Control Systems, Simulation and Simulation Software, Design Specifications

    ★ 4.7 (42) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • L

    LearnQuest

    Introduction to Application Development

    Skills you'll gain: Apache Maven, Software Development Life Cycle, Unified Modeling Language, Object Oriented Programming (OOP), Build Tools, CI/CD, Object Oriented Design, Cloud-Native Computing, Software Development Methodologies, Jenkins, Continuous Integration, Agile Methodology, Software Development Tools, Version Control, Software Design Patterns, Software Development, Test Driven Development (TDD), Software Versioning, Programming Principles, Software Design

    ★ 4.5 (196) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Corporate Valuation - DCF and Relative Valuation

    Skills you'll gain: Business Valuation, Financial Modeling, Corporate Finance, Financial Analysis, Cash Flow Forecasting, Equities, Cash Flows, Finance, Financial Statement Analysis, Financial Forecasting, Forecasting

    ★ 4.8 (16) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U
    P

    Multiple educators

    Business Innovation and Digital Disruption

    Skills you'll gain: Storytelling, Data Storytelling, Solution Design, Conversion Funnel Analysis, Design Thinking, Business Strategies, Business Strategy, Sustainable Business, Brand Strategy, Process Design, Business Solutions, Technology Strategies, Brand Marketing, Business Planning, Digital Transformation, Strategic Thinking, Market Opportunities, Design Strategies, Design and Product, Innovation

    ★ 4.5 (65) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Generative AI in Finance

    Skills you'll gain: Responsible AI, Generative Model Architectures, Fraud detection, Generative Adversarial Networks (GANs), Financial Regulation, Bank Regulations, Financial Analysis, Risk Modeling, Financial Regulations, AI literacy, Lending and Underwriting, LLM Application, Predictive Analytics, Financial Reporting

    ★ 4 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • O

    O.P. Jindal Global University

    Machine Learning for Marketing

    Skills you'll gain: Marketing Analytics, Anomaly Detection, Digital Marketing, Data-Driven Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Digital Marketing Campaigns, Digital Analysis, Online Advertising, Customer Retention, Digital Marketing Tools, Text Mining, Predictive Analytics, Google Analytics, Data Ethics

    ★ 3.8 (19) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Judgmental Business Forecasting in Excel

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data-Driven Decision-Making, Microsoft Excel, Decision Making, Estimation, Data Analysis, Data Visualization

    ★ 4.5 (64) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Cybersécurité Google

    Skills you'll gain: Vulnerability Management, Threat Modeling, Open Web Application Security Project (OWASP), Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Stakeholder Communications, Vulnerability Assessments, Threat Detection, Event Monitoring, Cyber Attacks, Hardening, Network Security, Security Controls, Data Ethics, Bash (Scripting Language), Cybersecurity, Linux, Debugging, SQL

    ★ 4.7 (464) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Machine Learning Algorithms with Python in Business Analytics

    Skills you'll gain: Classification Algorithms, Business Analytics, Data Preprocessing, Analytics, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Methods, Data Processing, Predictive Modeling, Machine Learning, Python Programming, Decision Tree Learning

    ★ 4.6 (42) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • M

    MathWorks

    Introduction to Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning

    ★ 4.9 (20) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular predictive modeling courses

  • Question Reality! Science, philosophy, a search for meaning: Dartmouth College
  • Building Intelligent Troubleshooting Agents: Microsoft
  • Input Filter Design: University of Colorado Boulder
  • Introduction to Application Development: LearnQuest
  • Corporate Valuation - DCF and Relative Valuation: EDUCBA
  • Business Innovation and Digital Disruption: Universidad de Palermo
  • Generative AI in Finance: Board Infinity
  • Machine Learning for Marketing: O.P. Jindal Global University
  • Judgmental Business Forecasting in Excel: Macquarie University
  • Cybersécurité Google: Google

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