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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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    EDUCBA

    Master AutoCAD 3D: Create, Model & Transform Designs

    Skills you'll gain: Visualization (Computer Graphics), 3D Assets, Computer Graphics, Design Software

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning: Multivariate Calculus

    Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
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    5.8K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Protocol-Oriented Programming in Swift Applications

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Software Design Patterns, Object Oriented Programming (OOP), Maintainability, Data Modeling, Application Design, Programming Principles, Testability, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Processing, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Statistical Analysis, Analytics, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    216 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Apply Deep Learning for Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Transfer Learning, Deep Learning, Generative AI, Generative Model Architectures, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs), Applied Machine Learning, Data Processing, Network Architecture, Feature Engineering, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    Modern Robotics, Course 1: Foundations of Robot Motion

    Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Modeling, Simulation and Simulation Software, Matlab, Computer Programming Tools, Physics, Angular

    4.7
    Rating, 4.7 out of 5 stars
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    1K reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Introducción a Gemini Enterprise

    Skills you'll gain: Google Gemini, Data Access, Google Cloud Platform, Cloud Security, Enterprise Architecture, Application Deployment, Generative AI Agents, Data Security, Large Language Modeling, LLM Application, Enterprise Application Management, AI Enablement, AI Workflows, Agentic systems

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Workflows, Google Workspace, AI Enablement, AI Orchestration, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Strategic Planning, Artificial Intelligence, Unstructured Data, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
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    133 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender Geometry Nodes - Boats

    Skills you'll gain: Computer Graphic Techniques

    Intermediate · Course · 1 - 3 Months

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    Amazon Web Services

    AWS AI Practitioner Power Hour

    Skills you'll gain: Amazon Bedrock, Responsible AI, Generative AI, AI Security, Artificial Intelligence, Large Language Modeling, Amazon Web Services, Embeddings, Retrieval-Augmented Generation, Image Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Frame AI Problems: Objectives to Metrics

    Skills you'll gain: Smart Goals, Feasibility Studies, Goal Setting, Business Requirements, Functional Requirement, AI Enablement, Project Scoping, Requirements Analysis, Business Metrics, Performance Metric, Key Performance Indicators (KPIs), Project Risk Management, Model Evaluation, Risk Analysis, Data Preprocessing, Project Estimation, Needs Assessment, Business Risk Management, Data Quality, Due Diligence

    Intermediate · Course · 1 - 4 Weeks

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

  • Master AutoCAD 3D: Create, Model & Transform Designs: EDUCBA
  • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
  • Apply Protocol-Oriented Programming in Swift Applications: EDUCBA
  • Code Free Data Science: University of California San Diego
  • Analyze and Apply Deep Learning for Computer Vision: EDUCBA
  • Modern Robotics, Course 1: Foundations of Robot Motion: Northwestern University
  • Introducción a Gemini Enterprise: Google Cloud
  • Líder de IA generativa (Generative AI Leader): Google Cloud
  • Introduction to Deep Learning: University of Colorado Boulder
  • Blender Geometry Nodes - Boats: Packt

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