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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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    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, OpenAI, Large Language Modeling, LLM Application, Prompt Engineering, Deep Learning, Responsible AI, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    292 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Portfolio Optimization using Markowitz Model

    Skills you'll gain: Portfolio Management, Finance, Financial Modeling, Correlation Analysis, Financial Analysis, Investments, Risk Modeling

    4.4
    Rating, 4.4 out of 5 stars
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    326 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation

    4.4
    Rating, 4.4 out of 5 stars
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    384 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Instituto Tecnológico de Aeronáutica

    Orientação a Objetos com Java

    Skills you'll gain: JUnit, Object Oriented Programming (OOP), Java, Java Programming, Object Oriented Design, Unified Modeling Language, Unit Testing, Software Engineering, Agile Software Development, Software Design, Software Development, Programming Principles, Eclipse (Software)

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

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    U

    Universidad Nacional Autónoma de México

    Control automático: La tecnología invisible

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Calculations, Process Control, Automation, Applied Mathematics, User Feedback, Predictive Modeling, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    357 reviews

    Beginner · Course · 1 - 4 Weeks

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    New York University

    Guided Tour of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Financial Services, Finance, Tensorflow, Jupyter, Reinforcement Learning

    3.8
    Rating, 3.8 out of 5 stars
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    680 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    MathWorks

    MathWorks Computer Vision Engineer

    Skills you'll gain: Computer Vision, Image Analysis, Anomaly Detection, Applied Machine Learning, Deep Learning, Image Quality, Artificial Neural Networks, Unsupervised Learning, Matlab, Application Deployment, PyTorch (Machine Learning Library), Machine Learning, Motion Graphics, Supervised Learning, Data Visualization, Automation, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    337 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Google

    Google Project Management (PT)

    Skills you'll gain: Quality Management, Backlogs, Project Closure, Project Planning, Project Scoping, Team Leadership, Project Management Life Cycle, Agile Project Management, Communication Planning, Continuous Improvement Process, Project Management, Budget Management, Stakeholder Analysis, Change Control, Project Controls, Project Schedules, Agile Methodology, Quality Control, Requirements Analysis, Change Management

    4.9
    Rating, 4.9 out of 5 stars
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    2.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of London

    Quantitative Foundations for International Business

    Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Calculus, Financial Modeling, Algebra, Business Economics, Graphing

    4.1
    Rating, 4.1 out of 5 stars
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    424 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Cape Town

    Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Blockchain, Solution Design, Cryptography, Financial Regulations, FinTech, Financial Regulation, Business Planning, Emerging Technologies, Financial Systems, Video Production, Business Strategies, Market Opportunities, Business Strategy, Ledgers (Accounting), Mobile Banking, Banking, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    256 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, LLM Application, Generative AI, Generative AI Agents, Application Development, Large Language Modeling, UI Components, Semantic Web, Data Storage Technologies, Databases, NoSQL, Data Storage, Flask (Web Framework), Query Languages, Artificial Intelligence, Database Architecture and Administration, Applied Machine Learning, Information Management, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
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    422 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Virginia

    Customer-Centric IT Strategy

    Skills you'll gain: Technology Strategies, Information Technology, Business Analysis, Business Strategy, Design Thinking, Process Design, Cybersecurity, Business Modeling, Agile Methodology, Artificial Intelligence, Project Portfolio Management, Cost Benefit Analysis, Technical Communication, Value Propositions

    4.6
    Rating, 4.6 out of 5 stars
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    673 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI: Foundation Models and Platforms: IBM
  • Portfolio Optimization using Markowitz Model: Coursera
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • Orientação a Objetos com Java: Instituto Tecnológico de Aeronáutica
  • Control automático: La tecnología invisible : Universidad Nacional Autónoma de México
  • Guided Tour of Machine Learning in Finance: New York University
  • MathWorks Computer Vision Engineer: MathWorks
  • Google Project Management (PT): Google
  • Quantitative Foundations for International Business: University of London
  • Fintech Startups in Emerging Markets: University of Cape Town

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