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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


  • I

    Indian School of Business

    Certificate in Investment Management

    Skills you'll gain: Financial Statement Analysis, Portfolio Management, Financial Statements, Portfolio Risk, Financial Analysis, Income Statement, Balance Sheet, Investments, Financial Market, Financial Trading, Equities, Investment Management, Business Valuation, Return On Investment, Performance Analysis, Financial Modeling, Finance, Cash Flows, Market Dynamics, Strategic Thinking

    University Certificate · 6 - 12 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de Palermo

    Maestría en Dirección de Empresas (MBA)

    Skills you'll gain: Data Storytelling, Business Modeling, Key Performance Indicators (KPIs), Selling Techniques, Human Capital, Business Planning, Strategic Marketing, Portfolio Management, Financial Statements, Business Analytics, Digital Transformation, Corporate Sustainability, Entrepreneurial Finance, Market Dynamics, Enterprise Resource Planning, Brand Management, Digital Advertising, Equities, Team Leadership, Agile Product Development

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Model Armor:保護您部署的 AI 應用程式

    Skills you'll gain: AI Security, LLM Application, Large Language Modeling, Model Deployment, Prompt Engineering, Threat Modeling, Application Security, Data Security, Google Cloud Platform, API Design, System Configuration

    Beginner · Course · 1 - 3 Months

  • I

    Indian School of Business

    Certificate in Strategic Leadership

    Skills you'll gain: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities

    University Certificate · 6 - 12 Months

  • H

    HEC Paris

    Leading Innovation With Creativity University Certificate

    Skills you'll gain: Innovation, Design Thinking, Active Listening, Organizational Structure, Creativity, Business Modeling, Talent Management, Creative Thinking, Self-Awareness, Consumer Behaviour, Creative Problem-Solving, User Research, Organizational Effectiveness, Intellectual Property, Organizational Leadership, Technology Strategies, Business Strategy, Leadership, Ideation, Emotional Intelligence

    University Certificate · 6 - 12 Months

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Customer Retention

    4.3
    Rating, 4.3 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    S

    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    488 reviews

    Advanced · Course · 1 - 3 Months

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

  • Certificate in Investment Management: Indian School of Business
  • BSc Data Science: University of Huddersfield
  • Maestría en Dirección de Empresas (MBA): Universidad de Palermo
  • Model Armor:保護您部署的 AI 應用程式: Google Cloud
  • Certificate in Strategic Leadership: Indian School of Business
  • Leading Innovation With Creativity University Certificate: HEC Paris
  • Master of Science in Data Science (Statistics): University of Leeds
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver

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