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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: Free Trial
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    J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Inference, Data Analysis, Statistical Modeling, Statistical Analysis, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Alternative Investments as We Age: Dive into Your Portfolio

    Skills you'll gain: Portfolio Management, Investments, Asset Management, Return On Investment, Resource Allocation, Equities, Risk Analysis, Risk Management, Financial Market, Market Liquidity, Real Estate, Financial Modeling, Financial Regulation, Blockchain, Case Studies

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    E

    Edureka

    Generative AI and Prompt Engineering Essentials

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, LLM Application, Responsible AI, OpenAI, Natural Language Processing, Artificial Intelligence, Threat Detection

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    Northeastern University

    Engaging in Improving Patient Experience Through Analytics

    Skills you'll gain: Decision Support Systems, Customer experience improvement, Resource Allocation, Health Informatics, Patient-centered Care, Stakeholder Analysis, Value-Based Care, Operational Analysis, Patient Communication, Predictive Analytics, Business Analysis, Analytics, Data-Driven Decision-Making, Personalized Service, Care Management, Systems Integration, Innovation

    Beginner · Course · 1 - 4 Weeks

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    É

    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 2

    Skills you'll gain: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Mathematical Modeling, Statistical Inference, Calculus

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    L

    LearnQuest

    Tables, Data & Networking in iOS

    Skills you'll gain: JSON, Apple iOS, Mobile Development, Application Programming Interface (API), Swift Programming, Data Storage, Model View Controller, Data Modeling, Data Storage Technologies, UI Components, Network Protocols

    4.6
    Rating, 4.6 out of 5 stars
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    137 reviews

    Advanced · Course · 1 - 4 Weeks

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    P

    Packt

    Keras Deep Learning & Generative Adversarial Networks (GAN)

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Generative AI, Keras (Neural Network Library), NumPy, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Development Environment, Pandas (Python Package), Image Analysis, Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Artificial Intelligence, Machine Learning, Data Science

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Colorado Boulder

    Classification Analysis

    Skills you'll gain: Data Analysis, Supervised Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Data Science, Predictive Modeling, Feature Engineering, Data Mining, Machine Learning, Bayesian Statistics, Probability & Statistics

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Artificial Intelligence, Scikit Learn (Machine Learning Library), Data Processing, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

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    P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Generative AI, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering, Predictive Modeling, Supervised Learning, Unsupervised Learning, Data Transformation, NumPy

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Getting Started with Generative AI API

    Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, ChatGPT, Generative AI, Application Performance Management, LLM Application, Image Analysis, Application Programming Interface (API), Multimodal Prompts, Animations, Tool Calling, Image Quality, File Management, Visualization (Computer Graphics), Computer Graphics, Generative AI Agents, Application Development, Python Programming, Computer Science

    3.9
    Rating, 3.9 out of 5 stars
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    31 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Concept Art for Video Games

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Video Game Development, Adobe Photoshop, Animation and Game Design, Conceptual Design, Computer Graphic Techniques, Graphical Tools, Graphic and Visual Design, Data Import/Export, Design Elements And Principles, Image Analysis, Color Theory, Editing

    4.6
    Rating, 4.6 out of 5 stars
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    112 reviews

    Mixed · Course · 1 - 3 Months

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

  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Alternative Investments as We Age: Dive into Your Portfolio: University of Illinois Urbana-Champaign
  • Generative AI and Prompt Engineering Essentials: Edureka
  • Engaging in Improving Patient Experience Through Analytics: Northeastern University
  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
  • Tables, Data & Networking in iOS: LearnQuest
  • Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
  • Classification Analysis: University of Colorado Boulder
  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
  • Machine Learning with PyTorch and Scikit-Learn: Packt

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