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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: Preview
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    G

    Google Cloud

    Introduction to Large Language Models - Français

    Skills you'll gain: LLM Application, Large Language Modeling, Google Gemini, Generative AI, Prompt Engineering

    4.2
    Rating, 4.2 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Foundations of Probability and Random Variables

    Skills you'll gain: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, OpenAI, AI Enablement, Large Language Modeling, Performance Measurement, Business Solutions, Performance Improvement, Business Analysis, Hugging Face

    4.4
    Rating, 4.4 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Physics of Light and Materials

    Skills you'll gain: Physics, electromagnetics, Materials science, Mechanics, Physical Science, Vibrations, Trigonometry, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Engineering Analysis, Differential Equations, Applied Mathematics, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Introduction Course to Autoencoders, VAEs, and GANs

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Autoencoders, Deep Learning, Convolutional Neural Networks, Tensorflow, Unsupervised Learning, Dimensionality Reduction, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Designing Robust Information System Security Architectures

    Skills you'll gain: Threat Modeling, IT Security Architecture, Secure Coding, Application Security, Security Testing, Security Strategy, Security Requirements Analysis, Software Development Methodologies, Software Development Life Cycle, Systems Architecture, DevSecOps, Cyber Security Strategy, Penetration Testing, Business Risk Management, Compliance Management

    Beginner · Course · 1 - 4 Weeks

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    O

    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, PySpark, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, Data Processing, Query Languages, Scripting Languages

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dassault Systèmes

    xDesign Advanced Sketching and Reference Geometry

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Engineering Drawings, Technical Drawing, 3D Modeling, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    G

    Google

    Secure Against Network Intrusions

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Network Protocols

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Machine Learning Aplicado ao Marketing

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Marketing Automation, Marketing Strategies, Customer experience strategy (CX), Digital Transformation, Marketing Analytics, Ggplot2, Marketing, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Analytics, Data Science, Data Analysis, Innovation, Business Analytics, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
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    59 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    B

    Birla Institute of Technology & Science, Pilani

    Discrete Mathematics for Computer Science and Engineering

    Skills you'll gain: Theoretical Computer Science, Applied Mathematics, Algorithms, Cryptography, Relational Databases, Data Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Program Governance Planning with ClickUp

    Skills you'll gain: Program Management, Agile Methodology, Project Planning, Project Management, Diagram Design, Workflow Management, Innovation, Business Process Modeling, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Introduction to Large Language Models - Français: Google Cloud
  • Foundations of Probability and Random Variables: Johns Hopkins University
  • Developing Generative AI Solutions: Amazon Web Services
  • Physics of Light and Materials: Rice University
  • Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
  • Designing Robust Information System Security Architectures: LearnQuest
  • Big Data Analytics: O.P. Jindal Global University
  • xDesign Advanced Sketching and Reference Geometry: Dassault Systèmes
  • Secure Against Network Intrusions: Google
  • Machine Learning Aplicado ao Marketing: Fundação Instituto de Administração

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