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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    A

    Arizona State University

    Introduction to Machine Learning with Python

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis

    3.6
    Rating, 3.6 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Social Network Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, Social Sciences, Statistical Analysis, R Programming, Sociology, Statistical Modeling, Statistical Hypothesis Testing

    4.1
    Rating, 4.1 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Accounting for Mergers and Acquisitions: Advanced Topics

    Skills you'll gain: Financial Statement Analysis, Mergers & Acquisitions, Specialized Accounting, Corporate Accounting, Financial Modeling, Corporate Tax, Private Equity, Financial Statements, Investment Banking, Financial Analysis, Corporate Finance, Tax, Tax Laws, Financial Accounting, Accounting, Return On Investment, Balance Sheet, Equities, Growth Strategies, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Instituto Tecnológico de Aeronáutica

    Controle Usando a Resposta em Frequência

    Skills you'll gain: Control Systems, Process Control, System Design and Implementation, Engineering Analysis, Performance Tuning, Engineering Calculations, Engineering Design Process, Simulation and Simulation Software, Mathematical Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    162 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    N

    National Taiwan University

    普通物理學-電磁學、光學及近代物理 (General Physics (1))

    Skills you'll gain: Basic Electrical Systems, Physics, Electrical Engineering, Electric Power Systems, Electronics, electromagnetics, Physical Science, Mechanics, Mathematical Modeling, Experimentation

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    H

    H2O.ai

    H2O.ai Agents : From Theory to Practice

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, LLM Application, OpenAI, Agentic systems, AI Enablement, ChatGPT, Model Deployment, Generative AI, Artificial Intelligence, Decision Support Systems, Data Integration

    4.4
    Rating, 4.4 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Physics, Experimentation, Laboratory Experience, Physical Science, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Psychology, Science and Research, General Science and Research, Ancient History, Vibrations, Mechanics, Chemistry, Laboratory Equipment

    4.7
    Rating, 4.7 out of 5 stars
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    39 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    D

    Dartmouth College

    Question Reality: Cosmos

    Skills you'll gain: Scientific Methods, Physics, Laboratory Experience, Physical Science, Experimentation, Ancient History, Vibrations, Mechanics, World History, European History, Mathematical Modeling, electromagnetics

    4.9
    Rating, 4.9 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    SRS Documents: Requirements and Diagrammatic Notations

    Skills you'll gain: Software Design Documents, Data Flow Diagrams (DFDs), User Requirements Documents, Functional Requirement, Software Documentation, Diagram Design, Unified Modeling Language, Requirements Analysis, System Requirements, Technical Documentation, Technical Writing, Data Modeling, Systems Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Web of Data

    Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Processing, JSON, Data Sharing, Data Mining, Interoperability, Extensible Markup Language (XML), Web Services, Data Modeling

    4.1
    Rating, 4.1 out of 5 stars
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    94 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Introduction to Machine Learning with Python: Arizona State University
  • Social Network Analysis: Johns Hopkins University
  • Accounting for Mergers and Acquisitions: Advanced Topics: University of Illinois Urbana-Champaign
  • Controle Usando a Resposta em Frequência: Instituto Tecnológico de Aeronáutica
  • 普通物理學-電磁學、光學及近代物理 (General Physics (1)): National Taiwan University
  • H2O.ai Agents : From Theory to Practice: H2O.ai
  • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
  • Question Reality! Science, philosophy, a search for meaning: Dartmouth College
  • Question Reality: Cosmos: Dartmouth College

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