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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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    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, NumPy, Physical Science, Simulation and Simulation Software, Environmental Science, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations, Mechanics

    4.1
    Rating, 4.1 out of 5 stars
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    55 reviews

    Mixed · Course · 1 - 3 Months

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    Icahn School of Medicine at Mount Sinai

    Systems Biology and Biotechnology

    Skills you'll gain: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Pharmacology, Science and Research, Cell Biology, Biotechnology, Biomedical Technology, Scientific Methods, Physiology, Differential Equations, Computational Logic, Biochemistry, Network Analysis, Biology

    4.4
    Rating, 4.4 out of 5 stars
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    986 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universitat de Barcelona

    Emprender la emprendeduría

    Skills you'll gain: Entrepreneurship, Feasibility Studies, Financial Analysis, Media Production, Market Opportunities, Video Production, Business Planning, Law, Regulation, and Compliance, Business Modeling, New Business Development

    4.4
    Rating, 4.4 out of 5 stars
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    424 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: AI Personalization, Data Science, Predictive Analytics, Python Programming, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Generative AI, Code Review, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
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    583 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Multiple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Regression Analysis, Statistical Methods, Public Health, Probability & Statistics, Statistical Analysis, Advanced Analytics, Statistical Modeling, Predictive Modeling, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    318 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, LLM Application, Generative AI, Performance Analysis, Apache Airflow, Workflow Management, Amazon Bedrock, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, Multimodal Prompts, MLOps (Machine Learning Operations), AWS SageMaker, Performance Tuning, Scalability, Database Management Systems, Generative Model Architectures

    4.5
    Rating, 4.5 out of 5 stars
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    256 reviews

    Beginner · Specialization · 3 - 6 Months

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    SAS

    Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming

    4.8
    Rating, 4.8 out of 5 stars
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    223 reviews

    Intermediate · Course · 1 - 4 Weeks

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    UNSW Sydney (The University of New South Wales)

    Requirements Writing

    Skills you'll gain: Concision, Technical Writing, Requirements Management, Requirements Analysis, Business Requirements, Functional Requirement, Writing, User Requirements Documents, System Requirements, Product Requirements, Proofreading, Editing, Grammar, Style Guides, Verification And Validation, Systems Engineering

    4.6
    Rating, 4.6 out of 5 stars
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    352 reviews

    Mixed · Course · 1 - 3 Months

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    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Data Mining, Health Informatics, Biomedical Technology, Data Processing, R Programming, Predictive Modeling, Statistical Analysis, Molecular Biology, Feature Engineering, Network Analysis, Unsupervised Learning

    4.2
    Rating, 4.2 out of 5 stars
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    286 reviews

    Advanced · Course · 1 - 3 Months

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    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, DevSecOps, Code Review, Amazon Web Services, CI/CD, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Software Development Tools, Anomaly Detection, Microservices, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Global Warming II: Create Your Own Models in Python: The University of Chicago
  • Systems Biology and Biotechnology: Icahn School of Medicine at Mount Sinai
  • Emprender la emprendeduría: Universitat de Barcelona
  • Recommendation Engine - Basics: EDUCBA
  • Introduction to solar cells: Technical University of Denmark (DTU)
  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • Multiple Regression Analysis in Public Health : Johns Hopkins University
  • Large Language Model Operations (LLMOps): Duke University
  • Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics: SAS
  • Requirements Writing: UNSW Sydney (The University of New South Wales)

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