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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


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    J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Algebra, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    I

    Infosec

    Python for Command-and-control, Exfiltration and Impact

    Skills you'll gain: Threat Modeling, Cyber Operations, Threat Detection, Exploit development, Cybersecurity, Scripting, IT Automation, Command-Line Interface, Python Programming, Encryption, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L

    L&T EduTech

    Industrial Power Systems Analysis and Stability

    Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Control Systems, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Systems Analysis, Simulation and Simulation Software, Electrical Engineering, Network Analysis, Engineering Analysis, Numerical Analysis, Low Voltage, Mathematical Modeling, Simulations, Power Electronics, Graph Theory, Differential Equations

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Intermediate · Specialization · 1 - 3 Months

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    T

    Tecnológico de Monterrey

    Innovación y creatividad organizacional

    Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Ideation, Creative Thinking, Entrepreneurship, New Business Development, Open Mindset, Lean Methodologies, Organizational Strategy, Organizational Change

    4.8
    Rating, 4.8 out of 5 stars
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    101 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Snowflake

    Introduction to Generative AI with Snowflake

    Skills you'll gain: Prompt Engineering, Generative AI, LLM Application, Large Language Modeling, Application Deployment, Unstructured Data, Application Development, Development Environment, Natural Language Processing, Databases

    4.9
    Rating, 4.9 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    企业金融概论(中文版)

    Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Modeling, Corporate Finance, Financial Management, Financial Analysis, Business Valuation, Financial Market, Cash Flows, Securities (Finance), Asset Management

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Data Processing

    4.6
    Rating, 4.6 out of 5 stars
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    232 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    T

    Technical University of Munich (TUM)

    Biotech — From Science to Business

    Skills you'll gain: Biotechnology, Business Modeling, Commercialization, Entrepreneurship, Business Strategy, Feasibility Studies, Business Valuation, Market Opportunities, Innovation, Intellectual Property, Product Development, Team Building, Regulatory Requirements

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Applied Machine Learning, Decision Tree Learning, Supervised Learning, Predictive Modeling, Machine Learning

    4
    Rating, 4 out of 5 stars
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    26 reviews

    Intermediate · Project · Less Than 2 Hours

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    L

    L&T EduTech

    Single-Phase Pipe Hydraulics and Pipe Sizing

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

    4.4
    Rating, 4.4 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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    E

    ESSEC Business School

    Déployer l'économie circulaire dans les organisations

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Business Transformation, Environmental Social And Corporate Governance (ESG), Systems Thinking, Business Modeling, Waste Minimization, Innovation, Product Lifecycle Management, Case Studies, Resource Utilization, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Foundational Mathematics for AI: Johns Hopkins University
  • Python for Command-and-control, Exfiltration and Impact: Infosec
  • Industrial Power Systems Analysis and Stability: L&T EduTech
  • Innovación y creatividad organizacional: Tecnológico de Monterrey
  • Introduction to Generative AI with Snowflake: Snowflake
  • 企业金融概论(中文版): University of Pennsylvania
  • Classification Trees in Python, From Start To Finish: Coursera
  • Biotech — From Science to Business: Technical University of Munich (TUM)
  • Simulation for Digital Transformation: Dartmouth College
  • Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud

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