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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    E

    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado System

    Systems Engineering Fundamentals

    Skills you'll gain: Systems Engineering, Requirements Analysis, Requirements Elicitation, Systems Development Life Cycle, Configuration Management, Engineering Management, Waterfall Methodology, Functional Requirement, Systems Analysis, Project Management, Risk Management, Systems Architecture, System Requirements, Interoperability

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Prompt Patterns, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API), Scalability

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Python Debugging: A Systematic Approach

    Skills you'll gain: Debugging, Data-oriented programming, Program Development, Python Programming, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Illinois Tech

    New Tech Ventures

    Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Innovation, Team Building, Storytelling, Market Research, Team Management, Oral Expression, Entrepreneurial Finance, New Product Development, Business Strategies, Project Design, Team Leadership, Fundraising and Crowdsourcing, Financial Planning, Customer Engagement, Business Ethics, Competitive Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Master C# and SQL by Building Applications

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, C# (Programming Language), Application Development, Development Environment, Microsoft Visual Studio, User Interface (UI), Data Access, Email Automation, Document Management

    Intermediate · Course · 1 - 3 Months

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    University of Maryland, College Park

    Lean Product Portfolio Management

    Skills you'll gain: Product Lifecycle Management, Enterprise Architecture, AI Product Strategy, Product Management, Responsible AI, Innovation, New Product Development, Product Strategy, User Research, Scalability, Design Thinking, Lean Methodologies, Project Portfolio Management, Governance, Product Development, Product Roadmaps, User Centered Design, Business Modeling, Resource Management, Brand Management

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
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    DeepLearning.AI

    Efficiently Serving LLMs

    Skills you'll gain: LLM Application, Large Language Modeling, Transfer Learning, Performance Tuning, Generative AI

    5
    Rating, 5 out of 5 stars
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    Intermediate · Project · Less Than 2 Hours

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    Edureka

    Getting Started with TypeScript

    Skills you'll gain: TypeScript, Javascript, Object Oriented Programming (OOP), Software Design Patterns, API Design, Programming Principles, Web Development Tools, Data Structures, Development Environment, Maintainability, Debugging

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Designing Robust Information System Security Architectures

    Skills you'll gain: Threat Modeling, IT Security Architecture, Secure Coding, Application Security, Security Testing, Security Strategy, Security Requirements Analysis, Software Development Methodologies, Software Development Life Cycle, Systems Architecture, DevSecOps, Cyber Security Strategy, Penetration Testing, Business Risk Management, Compliance Management

    Beginner · Course · 1 - 4 Weeks

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    C

    Columbia University

    Pets, Politics and Pandemics

    Skills you'll gain: Systems Thinking, Social Justice, Social Sciences, Complex Problem Solving, Political Sciences, Policy Analysis, Persuasive Communication, Personal Development, Critical Thinking, Simulations, Mathematical Modeling, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    3D Models with Adobe Photoshop: Design a Pickleball Paddle

    Skills you'll gain: Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design, Adobe Photoshop, Creative Design, Typography, 3D Modeling, 3D Assets, Color Theory, Visualization (Computer Graphics), Color Matching, Computer Graphics, Computer Graphic Techniques

    Intermediate · Guided Project · Less Than 2 Hours

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

  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Systems Engineering Fundamentals: University of Colorado System
  • End to End LLMs with Azure: Duke University
  • Python Debugging: A Systematic Approach: University of Michigan
  • New Tech Ventures: Illinois Tech
  • Master C# and SQL by Building Applications: Packt
  • Lean Product Portfolio Management: University of Maryland, College Park
  • Efficiently Serving LLMs: DeepLearning.AI
  • Getting Started with TypeScript: Edureka
  • Designing Robust Information System Security Architectures: LearnQuest

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