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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

    Applied Data Science Capstone

    Skills you'll gain: Plotly, Interactive Data Visualization, Data Visualization, Data Science, Machine Learning, Predictive Modeling, Data-Driven Decision-Making, Data Analysis, Model Evaluation, Unsupervised Learning, Web Scraping, Pandas (Python Package), Data Collection, Statistical Modeling, Data Cleansing, Python Programming, GitHub, Application Programming Interface (API)

    4.7
    Rating, 4.7 out of 5 stars
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    7.4K reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Agentic AI Development & Security

    Skills you'll gain: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

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    Cleveland Clinic

    Computer Vision and Sequence Analysis in Machine Learning

    Skills you'll gain: Convolutional Neural Networks, Transfer Learning, Healthcare 5.0, Predictive Modeling, Applied Machine Learning, Biomedical Engineering, Model Evaluation, Health Informatics, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis, Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Excel Skills for Business: Intermediate II

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Data Validation, Spreadsheet Software, Data Modeling, Financial Forecasting, Data Integrity, Business Modeling, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    8.5K reviews

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    DeepLearning.AI TensorFlow Developer

    Skills you'll gain: Tensorflow, Transfer Learning, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Natural Language Processing, Computer Vision, Time Series Analysis and Forecasting, Keras (Neural Network Library), Embeddings, Image Analysis, Deep Learning, Scalability, Applied Machine Learning, Predictive Modeling, Artificial Intelligence, Data Preprocessing, Artificial Neural Networks, Text Mining, Forecasting, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    25K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    University of Virginia

    Design Thinking for Innovation

    Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Case Studies, Market Opportunities, Human Centered Design, Curiosity, Storytelling, Growth Mindedness, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    9.2K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Mergers & Acquisitions Graduate Certificate

    Skills you'll gain: Data Storytelling, Process Improvement, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Management Accounting, Risk Management, Machine Learning Algorithms, Corporate Tax, Team Leadership, Social Determinants Of Health, Marketing Analytics, Financial Auditing, Data Visualization, Descriptive Statistics, Business Strategy, Variance Analysis, Generative AI, Financial Market

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    University of Pennsylvania

    Introduction to Corporate Finance

    Skills you'll gain: Return On Investment, Capital Budgeting, Financial Modeling, Financial Analysis, Financial Planning, Corporate Finance, Business Valuation, Financial Management, Risk Modeling, Asset Management, Cash Flows, Cash Flow Forecasting

    4.6
    Rating, 4.6 out of 5 stars
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    6.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    AI for Brand Visibility

    Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Advertising Campaigns, Branding, Search Engine Optimization, Marketing Analytics, AI Workflows, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Computing Architecture, Cloud Deployment, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Master Looping Animation in Cinema 4D: Create & Automate

    Skills you'll gain: 3D Modeling, Motion Graphics, 3D Assets, Animations, Visualization (Computer Graphics), Computer Graphics, Automation, Computer Graphic Techniques

    Beginner · Course · 1 - 4 Weeks

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

  • Applied Data Science Capstone: IBM
  • Agentic AI Development & Security: Coursera
  • Computer Vision and Sequence Analysis in Machine Learning: Cleveland Clinic
  • Classification and Planned Experiments: Arizona State University
  • Excel Skills for Business: Intermediate II: Macquarie University
  • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
  • Design Thinking for Innovation: University of Virginia
  • Mergers & Acquisitions Graduate Certificate: University of Illinois at Urbana-Champaign
  • Introduction to Corporate Finance: University of Pennsylvania
  • AI for Brand Visibility: Coursera

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