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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
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    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    B

    Birla Institute of Technology & Science, Pilani

    Agile Software Processes

    Skills you'll gain: Agile Software Development, User Story, Backlogs, Agile Methodology, Agile Product Development, Agile Project Management, Scrum (Software Development), Software Engineering, Sprint Planning, Software Development Life Cycle, Scaled Agile Framework, Software Development, Sprint Retrospectives, Software Development Methodologies, Requirements Analysis, Waterfall Methodology, Continuous Integration, Test Driven Development (TDD), Scalability, Risk Management Framework

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Introduction to NoSQL Databases

    Skills you'll gain: NoSQL, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Database Software, Database Administration, Information Management, Apache Cassandra, Data Store, Operational Databases, Database Theory, Database Architecture and Administration, Distributed Computing, Query Languages, Data Modeling, IBM Cloud, Cloud Applications

    4.6
    Rating, 4.6 out of 5 stars
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    381 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations of Kotlin & Jetpack Compose Basics

    Skills you'll gain: Android Studio, Android Jetpack, Android Development, Kotlin, Object Oriented Design, Mobile Development, Object Oriented Programming (OOP), UI Components, Mobile Development Tools, Software Design Patterns, Programming Principles, Development Environment, User Interface (UI), User Interface (UI) Design, Interactive Design, Animations, Typography, Code Reusability, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Model Training, Model Evaluation, Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, AI literacy, Machine Learning Algorithms, Data Collection, Ethical Standards And Conduct, Computational Thinking, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    582 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Python and Machine Learning for Asset Management

    Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Investments, Portfolio Risk, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Financial Modeling, Supervised Learning, Predictive Analytics, Market Data, Feature Engineering, Unsupervised Learning, Regression Analysis, Statistical Methods, Analysis, Estimation, Risk Analysis, Computer Science

    3.1
    Rating, 3.1 out of 5 stars
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    332 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    T

    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Numerical Analysis, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Mathematical Software, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    726 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
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    V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, Context Engineering, ChatGPT, AI literacy, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    814 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    4.5
    Rating, 4.5 out of 5 stars
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    401 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    Supervised Machine Learning: Regression

    Skills you'll gain: Supervised Learning, Regression Analysis, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Model Training, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Modeling, Model Evaluation, Data Preprocessing, Feature Engineering, Model Optimization, Statistical Analysis, Statistical Methods, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    845 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    U

    University of Illinois Urbana-Champaign

    Financial Analysis and Valuation

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Valuation, Financial Analysis, Financial Reporting, Financial Forecasting, Financial Accounting, Accounting, Balance Sheet, Financial Data, Forecasting, Income Statement, Analysis, Critical Thinking, Financial Modeling, Analytical Skills, Cash Flow Forecasting, General Accounting, Generally Accepted Accounting Principles (GAAP), Finance

    4.7
    Rating, 4.7 out of 5 stars
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    192 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of London

    How to Finance and Grow Your Startup – Without VC

    Skills you'll gain: Entrepreneurial Finance, Business Modeling, Entrepreneurship, Customer Engagement, Product Development, Customer Analysis, Growth Strategies, Customer Insights, Fundraising and Crowdsourcing, Commercialization, Payment Processing and Collection, Business Strategies, New Business Development, Demand Generation, Private Equity, Cash Management, Case Studies, Market Analysis, Revenue Management, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    473 reviews

    Beginner · Course · 1 - 3 Months

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

  • Natural Language Processing with Sequence Models: DeepLearning.AI
  • Agile Software Processes: Birla Institute of Technology & Science, Pilani
  • Introduction to NoSQL Databases: IBM
  • Foundations of Kotlin & Jetpack Compose Basics: Packt
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Python and Machine Learning for Asset Management: EDHEC Business School
  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Advanced Prompt Engineering for Everyone: Vanderbilt University
  • Microsoft AI & ML Engineering: Microsoft
  • Supervised Machine Learning: Regression: IBM

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