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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


  • Status: Preview
    Preview
    U

    University of Washington

    머신 러닝 기초: 사례 연구 접근 방식

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Agile Project Management & Business Analysis Principles

    Skills you'll gain: Product Roadmaps, Agile Project Management, Business Analysis, Requirements Analysis, Stakeholder Management, Stakeholder Communications, Project Scoping, Project Management, Project Planning, Sprint Retrospectives, Kanban Principles, Risk Management, Continuous Improvement Process, User Story

    Intermediate · Course · 1 - 4 Weeks

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle Moderno

    Skills you'll gain: Control Systems, Engineering Analysis, Systems Analysis, Matlab, Engineering Calculations, Systems Design, Simulation and Simulation Software, Mathematical Modeling, Linear Algebra, Differential Equations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    P

    Peking University

    软件工程

    Skills you'll gain: Software Engineering, Software Testing, Object Oriented Design, Software Development Tools, Requirements Analysis, Unified Modeling Language, Software Quality (SQA/SQC), Agile Methodology, Functional Requirement, User Requirements Documents, Test Case, Software Development Life Cycle, Software Development Methodologies, Systems Development, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Vector Search and Embeddings

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Semantic Web, Generative AI, Large Language Modeling, Natural Language Processing, Google Cloud Platform, Algorithms

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Complete Beginners Guide to Blender 3D

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Graphical Tools, Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Layout Design, Software Versioning, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep MLS-C01: AWS Certified Specialty Machine Learning

    Skills you'll gain: AWS Kinesis, Model Evaluation, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Model Deployment, Data Preprocessing, Scalability, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Data Analysis, Predictive Modeling, Data Modeling

    3.9
    Rating, 3.9 out of 5 stars
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    41 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gemini for Data Scientists and Analysts

    Skills you'll gain: Google Gemini, Customer Insights, Customer Analysis, Customer Data Management, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Marketing Strategies, Machine Learning Methods, Predictive Analytics, Forecasting, Query Languages

    4
    Rating, 4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Dealing With Missing Data

    Skills you'll gain: Sampling (Statistics), Data Cleansing, Statistical Software, Data Transformation, Data Quality, Statistical Analysis, STATA (Software), Statistical Methods, R (Software), Statistical Modeling, R Programming, Regression Analysis, Data Analysis

    3.8
    Rating, 3.8 out of 5 stars
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    138 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Model Evaluation, Statistical Modeling, Statistical Analysis, Correlation Analysis, Data Analysis Software, Regression Analysis, Research Methodologies, Data Analysis, Dimensionality Reduction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    95 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Precalculus: Periodic Functions

    Skills you'll gain: Trigonometry, Systems Of Measurement, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Mathematical Modeling, Analysis, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
  • Agile Project Management & Business Analysis Principles: Edureka
  • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
  • 软件工程: Peking University
  • Vector Search and Embeddings: Google Cloud
  • Complete Beginners Guide to Blender 3D: Skillshare
  • Exam Prep MLS-C01: AWS Certified Specialty Machine Learning: Whizlabs
  • Gemini for Data Scientists and Analysts: Google Cloud
  • Dealing With Missing Data: University of Maryland, College Park
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong

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