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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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    Coursera

    Advanced Machine Learning Techniques

    Skills you'll gain: Transfer Learning, Data Preprocessing, Hugging Face, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing

    Mixed · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    PMP Exam Prep: Ways of Working for Technical Projects

    Skills you'll gain: Project Management Institute (PMI) Methodology, Project Management Life Cycle

    4.9
    Rating, 4.9 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado System

    Advanced Clinical Data Science

    Skills you'll gain: Clinical Data Management, Clinical Research, Data Quality, Health Informatics, Time Series Analysis and Forecasting, Data Cleansing, Data Analysis, Data Modeling, Data Science, Analytical Skills, Statistical Reporting

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender to Unreal Engine - 3D Plants and Vegetation

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Environment, Animations, Computer Graphic Techniques, Virtual Reality, Animation and Game Design

    Intermediate · Specialization · 3 - 6 Months

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    BCG

    Transformação digital

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Business Technologies, Business Process Reengineering, Business Strategy, Emerging Technologies, Innovation, Leadership, Competitive Analysis, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    Technical University of Munich (TUM)

    Biotech — From Science to Business

    Skills you'll gain: Biotechnology, Business Modeling, Commercialization, Entrepreneurship, Business Strategy, Feasibility Studies, Business Valuation, Market Opportunities, Innovation, Intellectual Property, Product Development, Team Building, Regulatory Requirements

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Program Managers

    Skills you'll gain: Project Management Software, Program Management, Responsible AI, AI Product Strategy, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Large Language Modeling, Stakeholder Communications, Machine Learning, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    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

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    National Taiwan University

    工程圖學 3D CAD 專題

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Structural Engineering, Architectural Drawing, Construction, Building Design, Computer-Aided Design, Architectural Design

    4.8
    Rating, 4.8 out of 5 stars
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    54 reviews

    Mixed · Course · 1 - 3 Months

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    Oracle

    Oracle Cloud Infrastructure Generative AI Professional

    Skills you'll gain: LangChain, Large Language Modeling, LLM Application, Generative AI, Retrieval-Augmented Generation, Vector Databases, Oracle Cloud, Prompt Engineering, Embeddings, Model Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced Machine Learning Techniques: Coursera
  • Linear Regression with R: Build & Optimize: EDUCBA
  • PMP Exam Prep: Ways of Working for Technical Projects: University of Maryland, College Park
  • Advanced Clinical Data Science: University of Colorado System
  • Blender to Unreal Engine - 3D Plants and Vegetation: Packt
  • Transformação digital: BCG
  • Biotech — From Science to Business: Technical University of Munich (TUM)
  • GenAI for Program Managers: Coursera
  • H2O ai Large Language Models (LLMs) - Level 1: H2O.ai
  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique

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