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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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    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Universidad Nacional Autónoma de México

    Finanzas corporativas

    Skills you'll gain: Business Valuation, Financial Statement Analysis, Financial Management, Corporate Finance, Capital Budgeting, Finance, Performance Measurement, Business Mathematics, Financial Data, Investment Management, Portfolio Management, Budgeting, Financial Analysis, Return On Investment, Financial Modeling, Balance Sheet, Cost Benefit Analysis, Financial Policy, Project Finance, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Multiple educators

    Building Trustworthy AI

    Beginner · Specialization

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    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Workflows, Google Workspace, AI Enablement, AI Orchestration, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Strategic Planning, Artificial Intelligence, Unstructured Data, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
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    133 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics

    Intermediate · Course · 1 - 3 Months

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    Coursera

    AppDynamics (Advanced)

    Skills you'll gain: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Generative AI Engineering with LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, PyTorch (Machine Learning Library), Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Text Mining, Data Ethics, Data Preprocessing, Artificial Intelligence, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    898 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Michigan

    Introduction to Structured Query Language (SQL)

    Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Databases, Data Modeling, Development Environment, PHP (Scripting Language), Software Installation

    4.8
    Rating, 4.8 out of 5 stars
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    5.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, DevSecOps, Governance Risk Management and Compliance, Compliance Management, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Social Media Marketing, Sales, Storytelling, Social Media Strategy, Marketing Strategies, Data-Driven Decision-Making, Customer Insights, Presentations, Fundraising and Crowdsourcing, Market Opportunities, Business Development, Business Modeling, Public Speaking, Strategic Partnership, Professional Networking

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Data Preprocessing, Machine Learning Methods, Advanced Mathematics, Data Manipulation, Applied Mathematics, Mathematical Modeling, Machine Learning, Python Programming, Algebra

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAIBIZ: Making Generative AI Work for Your Business: CertNexus
  • Finanzas corporativas: Universidad Nacional Autónoma de México
  • Building Trustworthy AI: 
  • Líder de IA generativa (Generative AI Leader): Google Cloud
  • AI for Business Leaders: University of Maryland, College Park
  • AppDynamics (Advanced): Coursera
  • Generative AI Engineering with LLMs: IBM
  • Introduction to Structured Query Language (SQL): University of Michigan
  • Building Trustworthy AI: Coursera
  • Build & Adapt LLM Models with Confidence: Coursera

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