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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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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging

    Beginner · Course · 1 - 3 Months

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    American Museum of Natural History

    Ecology: Ecosystem Dynamics and Conservation

    Skills you'll gain: Environment, Systems Thinking, Environmental Science, Natural Resource Management, Environmental Resource Management, Biology, Sustainable Development, Environmental Engineering and Restoration, Case Studies, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Intermediate · Course · 1 - 3 Months

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    Universidad de Palermo

    Inteligencia Artificial y Ciencia de Datos para Negocios

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Multimodal Prompts, Responsible AI, Predictive Modeling, Business Transformation, Data-Driven Decision-Making, Generative AI, Business Leadership, Business Ethics, Business Analytics, AI Workflows, Organizational Change, LLM Application, Business, Artificial Intelligence, Data Science, Emerging Technologies, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    992 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Secure AI: Threat Model & Test Endpoints

    Skills you'll gain: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing

    Intermediate · Course · 1 - 4 Weeks

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    Wesleyan University

    Data Analysis and Interpretation

    Skills you'll gain: Regression Analysis, Data Storytelling, Logistic Regression, Classification And Regression Tree (CART), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Decision Tree Learning, Data Presentation, Data Management, Data Analysis, Data Visualization, Model Evaluation, Data Literacy, Machine Learning, Statistics

    4.4
    Rating, 4.4 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Starweaver

    Business Analysis: Key Definitions & Strategy Analysis

    Skills you'll gain: Business Analysis, Business Process, Business Modeling, Business Risk Management, Business Requirements, Business Strategies, Business Process Modeling, Systems Analysis, Analysis, Organizational Strategy, Case Studies, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    193 reviews

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: Generative AI Agents, Agentic systems, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Video Game Development, Animation and Game Design, Generative AI, Game Theory, Design, Design and Product

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Finance of Mergers and Acquisitions: Valuation and Pricing

    Skills you'll gain: Mergers & Acquisitions, Business Valuation, Private Equity, Financial Analysis, Financial Modeling, Corporate Finance, Corporate Strategy, Market Data, Cash Flows, Risk Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    293 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender & Python Scripting – Step-by-Step Guide

    Skills you'll gain: 3D Modeling, Debugging, Scripting, Object Oriented Programming (OOP), Computer Graphics, Programming Principles, Animation and Game Design, Development Environment, Python Programming

    Beginner · Course · 1 - 3 Months

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    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Business Analysis Frameworks for Project Managers

    Skills you'll gain: Product Roadmaps, Backlogs, Stakeholder Communications, Business Analysis, Stakeholder Management, Business Requirements, Project Management Institute (PMI) Methodology, Requirements Analysis, Requirements Management, Release Management, Process Validation, Project Management, Data Validation, Project Planning, Prioritization

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Generative AI Leader 学習プログラム

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI Agents, AI Security, Generative AI, Gemini, Google Workspace, Google Cloud Platform, Large Language Modeling, AI Workflows, AI Product Strategy, Tool Calling, AI Enablement, Unstructured Data, Cloud Management, LLM Application, Cloud Computing, Artificial Intelligence, Collaboration

    Beginner · Specialization · 3 - 6 Months

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

  • AWS Generative AI Lab Series: Amazon Web Services
  • Ecology: Ecosystem Dynamics and Conservation: American Museum of Natural History
  • Inteligencia Artificial y Ciencia de Datos para Negocios: Universidad de Palermo
  • Secure AI: Threat Model & Test Endpoints: Coursera
  • Data Analysis and Interpretation: Wesleyan University
  • Business Analysis: Key Definitions & Strategy Analysis: Starweaver
  • AI for Game Design Agent: AI CERTs
  • Finance of Mergers and Acquisitions: Valuation and Pricing: University of Illinois Urbana-Champaign
  • Blender & Python Scripting – Step-by-Step Guide: Packt
  • Build a Support Agent with Vercel AI SDK: Scrimba

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