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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


  • Status: Free Trial
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    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Data Modeling, Analytics, Analysis, Data Analysis, Business Metrics, Feature Engineering, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Data Visualization, Exploratory Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 3 Months

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    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Security, Data Quality, Data Transformation, Data Cleansing, Data Integrity, Relational Databases, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Pontificia Universidad Católica del Perú

    Proyecto Final de Fundamentos de UX y requisitos de software

    Skills you'll gain: User Story, User Experience Design, Persona (User Experience), User Experience, System Requirements, Functional Requirement, User Requirements Documents, User Research, Requirements Analysis, Human Centered Design, Software Documentation, Requirements Elicitation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Program Governance Planning with ClickUp

    Skills you'll gain: Program Management, Agile Methodology, Project Planning, Project Management, Diagram Design, Workflow Management, Innovation, Business Process Modeling, Governance

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Building a Machine Learning Solution

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Applied Machine Learning, Data Analysis, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Generative AI, Data Preprocessing, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

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    FAIR Institute

    Practical Applications of FAIRâ„¢ for Cyber Risk Management

    Skills you'll gain: Cyber Risk, Risk Management, Enterprise Risk Management (ERM), Cyber Security Strategy, Risk Analysis, Risk Modeling, Threat Modeling, Operational Risk, Business Risk Management, Vulnerability Assessments, Stakeholder Communications, Continuous Improvement Process, Compliance Reporting, Decision Making, Financial Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    The Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Artificial Neural Networks, OpenAI, Artificial Intelligence, ChatGPT, Large Language Modeling, Deep Learning, Machine Learning, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus

    Intermediate · Course · 1 - 3 Months

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    SkillsBooster Academy

    DeepSeek R1 for AI Marketing and Business Strategy

    Skills you'll gain: Marketing Automation, AI Enablement, Leadership, Dashboard, Marketing Strategies, Strategic Marketing, AI Personalization, Business Strategy, Marketing Analytics, Customer Analysis, Generative AI, Business Modeling, Deepseek, Market Analysis, Strategic Decision-Making, Content Marketing, Media Planning, Prompt Engineering, Online Advertising, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    DeepSeek Essentials: From Foundations to Real-World Use

    Skills you'll gain: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation

    Beginner · Course · 1 - 4 Weeks

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

  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • CompTIA Data+: Infosec
  • Proyecto Final de Fundamentos de UX y requisitos de software: Pontificia Universidad Católica del Perú
  • Machine Learning with R: Build, Analyze & Predict: EDUCBA
  • Program Governance Planning with ClickUp: Coursera
  • Building a Machine Learning Solution: Coursera
  • Practical Applications of FAIRâ„¢ for Cyber Risk Management: FAIR Institute
  • The Rise of Generative AI: Board Infinity
  • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
  • DeepSeek R1 for AI Marketing and Business Strategy: SkillsBooster Academy

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