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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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    IBM

    IBM Business Analyst

    Skills you'll gain: Data Storytelling, Risk Mitigation, Business Analysis, Business Process Modeling, Risk Analysis, Data Presentation, Interactive Data Visualization, Project Scoping, Data Visualization, Process Flow Diagrams, Stakeholder Analysis, Process Optimization, Prompt Engineering, Stakeholder Management, Digital Transformation, Responsible AI, Excel Formulas, Microsoft Excel, Business Analytics, Business Requirements

    4.7
    Rating, 4.7 out of 5 stars
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    14K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Artificial Neural Networks, Predictive Analytics, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Intermediate · Specialization · 3 - 6 Months

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    A

    AI CERTs

    AI in Real Estate

    Skills you'll gain: Property and Real Estate, Real Estate, Fraud detection, Advanced Analytics, Real Estate Transactions, Predictive Analytics, Responsible AI, Market Trend, Property Management, Marketing Strategies, Tensorflow, Lead Generation, Artificial Intelligence, Business Valuation, Automation, Machine Learning, Risk Management

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    No-Code Machine Learning and Data Science for Everyone

    Skills you'll gain: Responsible AI, Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Literacy, No-Code Development, Business Analytics, Data Science, Applied Machine Learning, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Ethics, MLOps (Machine Learning Operations), Machine Learning, Data Analysis, Predictive Modeling, Data Visualization

    Beginner · Specialization · 1 - 3 Months

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    IBM

    Generative AI for Business Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Business Requirements, AI Product Strategy, Requirements Elicitation, Requirements Analysis, Data Presentation, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Business Strategy, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

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    LearnQuest

    Ethics in the Age of AI

    Skills you'll gain: Data Ethics, Responsible AI, Predictive Modeling, OpenAI, Algorithms, Data Collection, Machine Learning, Predictive Analytics, Information Privacy, Artificial Intelligence, Game Theory, Large Language Modeling, Ethical Standards And Conduct, Personally Identifiable Information, Statistical Modeling, Machine Learning Algorithms, Analytical Skills, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Risk Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    885 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Processing, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Statistical Analysis, Analytics, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    215 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Università Bocconi

    Private Equity and Venture Capital

    Skills you'll gain: Private Equity, Business Valuation, Entrepreneurial Finance, Mergers & Acquisitions, Investments, Financial Management, Legal Risk, Financial Modeling, Tax Laws, Entrepreneurship, Due Diligence, Negotiation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    9K reviews

    Mixed · Course · 1 - 3 Months

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    Multiple educators

    Machine Learning

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Tensorflow, Responsible AI, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    37K reviews

    Beginner · Specialization · 1 - 3 Months

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    R

    Real Madrid Graduate School Universidad Europea

    Bases teóricas de la gestión de la salud y las lesiones

    Skills you'll gain: Exercise Science, Risk Modeling, Precision Medicine, Artificial Intelligence, Predictive Modeling, Load Balancing, Health Education, Machine Learning Methods, Machine Learning, Data Modeling, Real Time Data, Mathematical Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Data Import/Export, Microsoft Excel, Regression Analysis, Data Validation, Data Visualization, Spreadsheet Software, Data Management, Excel Macros, Data Cleansing, Excel Formulas, Financial Analysis, Productivity Software, Predictive Modeling, Data Sharing, Financial Modeling, Analysis, Microsoft Word, Mathematical Modeling, Complex Problem Solving, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    Generative AI for Data Scientists

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, AI Product Strategy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Data Synthesis, Data Analysis, Deep Learning, Data Visualization Software, Machine Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • IBM Business Analyst: IBM
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • AI in Real Estate: AI CERTs
  • No-Code Machine Learning and Data Science for Everyone: LearnQuest
  • Generative AI for Business Analysts: IBM
  • Ethics in the Age of AI: LearnQuest
  • Code Free Data Science: University of California San Diego
  • Private Equity and Venture Capital: Università Bocconi
  • Machine Learning: DeepLearning.AI
  • Bases teóricas de la gestión de la salud y las lesiones: Real Madrid Graduate School Universidad Europea

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