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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


  • Status: New
    New
    Status: Free Trial
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    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, Hugging Face, Programming Principles, Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Natural Language Processing, Bioinformatics, Informatics, Text Mining, Clinical Informatics, R Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    485 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Introduction to Power Electronics

    Skills you'll gain: Power Electronics, Electronic Systems, Electrical Engineering, USB, Electrical Systems, Electronics, Electric Power Systems, Simulation and Simulation Software, Basic Electrical Systems

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Securing Cloud Services

    Skills you'll gain: Cloud Computing, Cloud Computing Architecture, Cloud Services, Threat Modeling, Application Security, Network Security, Infrastructure As A Service (IaaS), Enterprise Architecture, Platform As A Service (PaaS), Identity and Access Management, Disaster Recovery

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    718 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Science, Machine Learning, Data Analysis, Data Preprocessing, Matlab, Technical Communication, Predictive Modeling, Data Manipulation, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    ConsenSys Academy

    Blockchain: Foundations and Use Cases

    Skills you'll gain: Blockchain, Cryptography, Interoperability, FinTech, Emerging Technologies, Ledgers (Accounting), Business Modeling, Internet Of Things, Distributed Computing, Open Source Technology, Digital Assets, Transaction Processing, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    846 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Infectious Diseases, Public Health, Model Evaluation, R Programming, Differential Equations, Data Modeling, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
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    296 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    H

    HEC Paris

    Devenir entrepreneur du changement

    Skills you'll gain: Social Impact, Market Opportunities, Entrepreneurship, Project Implementation, Self-Awareness, Ideation, Empowerment, Personal Development, Planning, Sustainable Business, Visionary, Action Oriented, Innovation, Goal Setting, Presentations, Business Modeling, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    628 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

    Skills you'll gain: Responsible AI, Model Deployment, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Model Evaluation, Transfer Learning, Data Ethics, Machine Learning, Tensorflow, Data Processing, Data Pipelines, Data Transformation, Data Preprocessing, Machine Learning Software, Distributed Computing, Information Privacy, Supervised Learning, Virtual Machines

    4.2
    Rating, 4.2 out of 5 stars
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    601 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Design Patterns

    Skills you'll gain: Model View Controller, Software Design Patterns, Software Design, Unified Modeling Language, Object Oriented Design, Code Review, Software Architecture, Programming Principles, Maintainability, Java, Application Design

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation

    Advanced · Course · 1 - 3 Months

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

  • Foundations of AI, LLMs, and Development Environments: Packt
  • Clinical Data Science: University of Colorado System
  • Introduction to Power Electronics: University of Colorado Boulder
  • Securing Cloud Services: Packt
  • Operations Research: National Taiwan University
  • Data Science Project: MATLAB for the Real World: MathWorks
  • Blockchain: Foundations and Use Cases: ConsenSys Academy
  • Infectious Disease Modelling: Imperial College London
  • Devenir entrepreneur du changement: HEC Paris
  • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft

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