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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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    Creo Incubator

    ريادة الأعمال: توليد الأفكار واستكشاف الأساسيات

    Skills you'll gain: Design Thinking, Value Propositions, Ideation, Business Modeling, Entrepreneurship, Lean Methodologies, Creative Thinking, Problem Solving, Innovation, Growth Mindedness, New Product Development, Adaptability, Critical Thinking, Customer Analysis

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Interactive Data Visualization, Data Modeling, Azure Synapse Analytics, Microsoft Azure, Business Reporting, Database Design, Data Lakes, Business Intelligence, Enterprise Architecture, Enterprise Security, Data Governance, Data Management, Performance Analysis, Solution Architecture, Governance, Analytics, Automation, Regulation and Legal Compliance

    Intermediate · Professional Certificate · 3 - 6 Months

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    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization

    4.6
    Rating, 4.6 out of 5 stars
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    532 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Applied Mathematics, Capital Markets, Financial Modeling, Risk Modeling, Regression Analysis, Market Liquidity, Futures Exchange, Risk Management, Equities, Actuarial Science

    4.6
    Rating, 4.6 out of 5 stars
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    408 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Vectors and Intersections in Game Development

    Skills you'll gain: Animation and Game Design

    Intermediate · Course · 1 - 4 Weeks

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    University of Alberta

    Software Product Management

    Skills you'll gain: Agile Software Development, Requirements Analysis, Agile Methodology, Sprint Planning, Kanban Principles, Risk Management, Requirements Elicitation, Sprint Retrospectives, Requirements Management, Functional Requirement, Business Requirements, Software Development Methodologies, Software Development, User Requirements Documents, Scrum (Software Development), Software Technical Review, Product Management, Product Requirements, Risk Management Framework, Project Management

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Test and Secure Your AI Code

    Skills you'll gain: AI Security, Test Driven Development (TDD), Vulnerability Assessments, Unit Testing, Code Coverage, Vulnerability Scanning, Continuous Integration, Dependency Analysis, Secure Coding, CI/CD, Software Testing, Test Automation, Integration Testing, Continuous Deployment, Software Versioning, Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models

    Skills you'll gain: Large Language Modeling, Google Gemini, Prompt Engineering, LLM Application, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    3D Printing and Additive Manufacturing

    Skills you'll gain: 3D Modeling, Design Software, Design Thinking, Intellectual Property, Hardware Troubleshooting, Conceptual Design, Visualization (Computer Graphics), Product Design, Computer Hardware, Innovation, Computer-Aided Design, Social Impact, Prototyping, Emerging Technologies, Digital Design, Product Development, Manufacturing Processes, Mechanical Design, Computer Graphics, Graphical Tools

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

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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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    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, AI Enablement, AI Workflows, AI Orchestration, AI Product Strategy, Productivity Software, Large Language Modeling, Unstructured Data, Cloud Platforms, Workflow Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
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    103 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • ريادة الأعمال: توليد الأفكار واستكشاف الأساسيات: Creo Incubator
  • Microsoft Power BI Developer and Architect: Microsoft
  • RAG for Generative AI Applications: IBM
  • Financial Engineering and Risk Management: Columbia University
  • Vectors and Intersections in Game Development: Packt
  • Software Product Management: University of Alberta
  • Test and Secure Your AI Code: Coursera
  • Introduction to Large Language Models: Google Cloud
  • 3D Printing and Additive Manufacturing: University of Illinois Urbana-Champaign
  • AI for Brand Visibility: Coursera

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