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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    The University of Tokyo

    From the Big Bang to Dark Energy

    Skills you'll gain: Physics, Physical Science, General Science and Research, Science and Research, Scientific Methods, Mathematical Modeling, Chemistry, Scientific Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    HEC Paris

    Devenir entrepreneur du changement

    Skills you'll gain: Social Impact, Sustainable Business, Ideation, Self-Awareness, Action Oriented, Project Implementation, Entrepreneurship, Personal Development, Business Modeling, Innovation, Creative Problem-Solving, Proactivity, Visionary, Strategic Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    628 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Machine Learning in the Enterprise

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Google Cloud Platform, AI Workflows, Data Management, Data Governance, Tensorflow, Data Preprocessing, Data Pipelines, Machine Learning, Predictive Modeling, Model Evaluation, Cloud Computing, Data Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Intermediate · Course · 1 - 3 Months

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    M

    MathWorks

    MATLAB Skills for the AI Era

    Skills you'll gain: Plot (Graphics), Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, Mathematical Modeling, Data Visualization, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Code Review, Descriptive Statistics, User Interface (UI) Design, Engineering Calculations, Programming Principles

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Specialization · 1 - 3 Months

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    Microsoft

    Microsoft Azure AI Fundamentals AI-900 Exam Prep

    Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Unsupervised Learning, Computer Vision, Artificial Intelligence, Natural Language Processing, Microsoft Azure, Applied Machine Learning, AI Enablement, Data Ethics, Machine Learning, MLOps (Machine Learning Operations), Regression Analysis, No-Code Development, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, AI Workflows, Model Deployment, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    New York Institute of Finance

    Risk Management

    Skills you'll gain: Credit Risk, Operational Risk, Portfolio Risk, Risk Management, Risk Management Framework, Business Risk Management, Risk Modeling, Risk Mitigation, Financial Market, Enterprise Risk Management (ERM), Risk Appetite, Risk Control, Risk Analysis, Derivatives, Governance, Portfolio Management, Capital Markets, Financial Analysis, Market Data, Key Performance Indicators (KPIs)

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    Università Bocconi

    Startup Calling: dall'idea all'impatto

    Skills you'll gain: Entrepreneurship, Business Modeling, Go To Market Strategy, Problem Solving, Growth Strategies, Presentations, New Product Development, Design Thinking, User Research, Fundraising, Value Propositions, Customer Insights, Entrepreneurial Finance, Competitive Analysis, Market Analysis, Lean Methodologies, Interviewing Skills

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Strategic Innovation: Building and Sustaining Innovative Organizations

    Skills you'll gain: Strategic Decision-Making, Team Management, Technology Strategies, Strategic Thinking, Business Modeling, Innovation, Product Lifecycle Management, Business Strategy, New Product Development, Intellectual Property, Value Propositions, Competitive Analysis, Market Dynamics, Case Studies, Creativity

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Visualization (Computer Graphics), Matlab, Mathematical Modeling, Color Theory, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    W

    Wesleyan University

    Machine Learning for Data Analysis

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Model Evaluation, Random Forest Algorithm, Applied Machine Learning, Predictive Analytics, Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Data Analysis, Data Mining, Feature Engineering, Exploratory Data Analysis, Regression Analysis, Statistical Analysis, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    327 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Artificial Intelligence Data Fairness and Bias

    Skills you'll gain: Data Ethics, Responsible AI, Data Collection, Game Theory, Data Preprocessing, Machine Learning, Algorithms, Artificial Intelligence, Model Evaluation, Social Justice, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    121 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Cloud Computing, Market Analysis, Supervised Learning, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    129 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • From the Big Bang to Dark Energy: The University of Tokyo
  • Devenir entrepreneur du changement: HEC Paris
  • Machine Learning in the Enterprise: Google Cloud
  • MATLAB Skills for the AI Era: MathWorks
  • Microsoft Azure AI Fundamentals AI-900 Exam Prep: Microsoft
  • Risk Management: New York Institute of Finance
  • Startup Calling: dall'idea all'impatto: Università Bocconi
  • Strategic Innovation: Building and Sustaining Innovative Organizations: University of Illinois Urbana-Champaign
  • Fundamentals of Digital Image and Video Processing: Northwestern University
  • Machine Learning for Data Analysis: Wesleyan University

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