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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
    Free Trial
    P

    Packt

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    N

    National Taiwan University

    工程資訊管理 BIM 塑模

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Structural Engineering, Architectural Engineering, Construction, Software Installation, Engineering Drawings, Computer-Aided Design, Construction Engineering, 3D Modeling, Civil Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    45 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
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    61 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    L

    LearnQuest

    Fundamentals of Data Analysis

    Skills you'll gain: Data Analysis, Analytics, Statistical Analysis, Data Mining, Spreadsheet Software, Exploratory Data Analysis, Descriptive Analytics, Quantitative Research, Data Processing, Data Cleansing, Data Collection, Statistics, R (Software), Predictive Analytics, Query Languages, Data Visualization, Data Visualization Software, SQL

    3.7
    Rating, 3.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    Lund University

    Fundamentals of particle accelerator technology (NPAP MOOC)

    Skills you'll gain: Radiation Therapy, electromagnetics, High Voltage, Medical Devices, Engineering, Scientific, and Technical Instruments, Electrical Engineering, Electronics, Electronics Engineering, Medical Equipment and Technology, Physics, Equipment Design, Electrical Power, Materials science, Simulation and Simulation Software, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    More Applied Data Science with Python

    Skills you'll gain: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    E

    Epic Games

    Visual Development and Audio Design in Games

    Skills you'll gain: Unreal Engine, Game Design, Video Game Development, Animation and Game Design, 3D Modeling, Prototyping, Visualization (Computer Graphics), 3D Assets, Computer Graphics, Multimedia, Virtual Environment, Aesthetics

    3.4
    Rating, 3.4 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Emprendimiento y métodos ágiles de desarrollo en videojuegos

    Skills you'll gain: Scrum (Software Development), Value Propositions, Sprint Retrospectives, Business Modeling, Video Game Development, Customer Analysis, Agile Methodology, Presentations, Entrepreneurship, Target Audience, Sprint Planning, Backlogs, Agile Project Management, Market Opportunities

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative AI for Healthcare Students and Professionals

    Skills you'll gain: Responsible AI, Data Ethics, Healthcare Industry Knowledge, Predictive Modeling, Healthcare Ethics, Generative AI, Prompt Engineering, Dental Informatics, Artificial Intelligence, Deep Learning, Health Care, Clinical Informatics, Image Analysis, Health Informatics, Medical Imaging, Augmented and Virtual Reality (AR/VR), Radiology, Diagnostic Radiology

    4.7
    Rating, 4.7 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Introdução aos Negócios

    Skills you'll gain: Stakeholder Management, Corporate Sustainability, Stakeholder Engagement, Innovation, Business Strategy, Stakeholder Analysis, Business Management, Business Ethics, Design Thinking, People Management, Business Modeling, Corporate Finance, Social Impact, Organizational Structure, Entrepreneurship, Fundraising, Diversity and Inclusion, Sustainable Business, Internet Of Things, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
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    67 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Incrementar - Parte 2 y Controlar

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Statistical Process Controls, Quality Improvement, Quality Control, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Kanban Principles, Problem Management, Regression Analysis, Root Cause Analysis, Statistical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    83 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    VLSI CAD Part II: Layout

    Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Systems Design, Computer Architecture, Network Routing, Computational Logic, Electrical Engineering, Data Structures, Algorithms, Graph Theory, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    282 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • 工程資訊管理 BIM 塑模: National Taiwan University
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Fundamentals of Data Analysis: LearnQuest
  • Fundamentals of particle accelerator technology (NPAP MOOC): Lund University
  • More Applied Data Science with Python: University of Michigan
  • Visual Development and Audio Design in Games: Epic Games
  • Emprendimiento y métodos ágiles de desarrollo en videojuegos: Universidad de los Andes
  • Generative AI for Healthcare Students and Professionals: University of Glasgow
  • Introdução aos Negócios: Fundação Instituto de Administração

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