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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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    Peking University

    生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Markov Model, Life Sciences, Informatics, Biostatistics, Molecular Biology, Computational Thinking, Network Analysis, Data Mining, Algorithms, Applied Machine Learning, Data Processing, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Mixed · Course · 3 - 6 Months

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    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Management, Databases, NoSQL, Data Modeling, Database Design, Data Integrity, Data Storage, Cloud Deployment, Cloud Platforms, Scalability, Application Development

    4.7
    Rating, 4.7 out of 5 stars
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    106 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Fundamentals of AI Agents Using RAG and LangChain

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Large Language Modeling, Hugging Face, PyTorch (Machine Learning Library), Embeddings, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    175 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Business Analysis and CAPM Exam Preparation

    Skills you'll gain: Product Roadmaps, Business Analysis, Requirements Management, Team Building, Business Requirements, Acceptance Testing, Business Process Modeling, Agile Methodology, Project Management Software, Business Modeling, Agile Project Management, Stakeholder Analysis, Registration, Stakeholder Communications

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Pennsylvania

    商务基础 (中文版)

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Operations Management, Return On Investment, Process Analysis, Financial Accounting, Business Operations, Operational Efficiency, Financial Reporting, Income Statement, Capital Budgeting, Marketing, Cash Flows, Finance, Production Process, Operational Analysis, Strategic Marketing, Marketing Strategies, Financial Modeling, Business Planning

    4.8
    Rating, 4.8 out of 5 stars
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    341 reviews

    Beginner · Specialization · 3 - 6 Months

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    28DIGITAL

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Risking, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms

    4.3
    Rating, 4.3 out of 5 stars
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    270 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Analysis for Business Systems

    Skills you'll gain: Business Systems Analysis, Systems Analysis, Requirements Analysis, Business Requirements, Business Analysis, Business Systems, Process Flow Diagrams, User Requirements Documents, Data Flow Diagrams (DFDs), Requirements Management, Diagram Design, Feasibility Studies

    4.8
    Rating, 4.8 out of 5 stars
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    567 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Transfer Learning, Recurrent Neural Networks (RNNs), Data Ethics, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Data Preprocessing, Feature Engineering

    4.5
    Rating, 4.5 out of 5 stars
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    169 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Machine Learning Pipelines with Azure ML Studio

    Skills you'll gain: Model Deployment, Applied Machine Learning, Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Cloud Deployment, Feature Engineering, Model Evaluation, Data Science, Data Analysis, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    819 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    Managing Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Statistical Reporting, Data Analysis, Data Presentation, Data Management, Data Strategy, Team Management, Workflow Management, Analytical Skills, Team Leadership, Statistical Inference, Statistical Modeling, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    3.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Michigan State University

    Game Design and Development with Unity

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Prototyping, 3D Modeling, Software Design Documents, Peer Review, Cross Platform Development, C# (Programming Language), User Interface (UI), 3D Assets, Animation and Game Design, Software Design, Storytelling, Software Documentation, User Experience Design, Conceptual Design, Computer Graphics, Ideation, Multimedia

    4.7
    Rating, 4.7 out of 5 stars
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    644 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Recommender Systems: Evaluation and Metrics

    Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Performance Metric, Data Collection, Performance Measurement, Benchmarking, Data Validation, A/B Testing, User Feedback, Predictive Analytics, Product Assortment

    4.4
    Rating, 4.4 out of 5 stars
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    235 reviews

    Mixed · Course · 1 - 3 Months

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

  • 生物信息学: 导论与方法: Peking University
  • Introduction to MongoDB: MongoDB Inc.
  • Fundamentals of AI Agents Using RAG and LangChain: IBM
  • Business Analysis and CAPM Exam Preparation: Packt
  • 商务基础 (中文版): University of Pennsylvania
  • Data Science for Business Innovation: 28DIGITAL
  • Analysis for Business Systems: University of Minnesota
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Machine Learning Pipelines with Azure ML Studio: Coursera
  • Managing Data Analysis: Johns Hopkins University

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