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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


  • M

    MongoDB Inc.

    Introduction to MongoDB

    Skills you'll gain: MongoDB, Database Systems, Database Development, Operational Databases, Database Management, Transaction Processing, Databases, NoSQL, Database Management Systems, Data Store, Database Administration, Data Modeling, Database Design, Query Languages, Data Integrity, Data Storage, Cloud Deployment, Cloud Platforms, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Advanced Cybersecurity Concepts and Capstone Project

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Threat Management, Cybersecurity, IT Security Architecture, Application Security, Security Strategy, Internet Of Things, Secure Coding, Security Controls, Microsoft Azure, Identity and Access Management, Asset Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    A Business Approach to Sustainable Landscape Restoration

    Skills you'll gain: Environmental Engineering and Restoration, Land Management, Sustainable Business, Sustainable Development, Natural Resource Management, Business Modeling, Corporate Sustainability, Environment and Resource Management, Environmental Science, Economic Development, Case Studies, Return On Investment, Complex Problem Solving, Cost Benefit Analysis, Stakeholder Engagement, Strategic Partnership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    101 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    AI for Project Managers and Scrum Masters

    Skills you'll gain: Agile Project Management, Forecasting, Predictive Modeling, Agile Methodology, Workflow Management, Project Management Software, Innovation, Project Management Life Cycle, Project Management, Automation, AI Integrations, Artificial Intelligence, Digital Transformation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    155 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    ¿Cómo convertir mi idea en empresa?

    Skills you'll gain: User Feedback, Entrepreneurship, New Product Development, Business Development, Product Improvement, New Business Development, Product Development, Customer Analysis, Ideation, Market Opportunities, Consumer Behaviour, Value Propositions, Needs Assessment, Business Modeling, Verification And Validation, Customer Insights, Product Testing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    495 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Machine Learning with Apache Spark

    Skills you'll gain: Apache Spark, Machine Learning, Generative AI, Model Evaluation, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Extract, Transform, Load, Predictive Modeling, Model Deployment, Classification Algorithms, Data Transformation, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    114 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    1.- El Cálculo - Modelo Lineal

    Skills you'll gain: Arithmetic, Mathematics Education, Mathematical Modeling, Digital pedagogy, General Mathematics, Calculus, Applied Mathematics, Linear Algebra, Mathematical Software, Algebra, Graphing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1K reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Programming for the Internet of Things Project

    Skills you'll gain: Test Planning, Embedded Software, Embedded Systems, User Requirements Documents, Functional Specification, Systems Design, Requirements Analysis, System Requirements, System Design and Implementation, Software Design, Systems Development, Prototyping, Program Development, Software Documentation, Conceptual Design, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    956 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Hot New Release
    Hot New Release
    D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    104 reviews

    Intermediate · Professional Certificate · 1 - 3 Months

  • U

    UNSW Sydney (The University of New South Wales)

    How to Validate your Startup Idea

    Skills you'll gain: Financial Modeling, Growth Strategies, Entrepreneurship, Value Propositions, Customer Acquisition Management, Financial Forecasting, Lean Methodologies, Business Modeling, Business Planning, Entrepreneurial Finance, Presentations, New Product Development, Product Development, Customer Insights, Verbal Communication Skills, Income Statement, Strategic Partnership, Persona Development, Investments

    4.1
    Rating, 4.1 out of 5 stars
    ·
    150 reviews

    Mixed · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Measuring and Maximizing Impact of COVID-19 Contact Tracing

    Skills you'll gain: Epidemiology, Infection Control, Infectious Diseases, Public Health, Public Health and Disease Prevention, Program Management, Model Evaluation, Community Health, Performance Testing, Statistical Modeling, Decision Support Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Data Science Capstone

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Model Training, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Model Optimization, Data Presentation, Data Processing, Data Collection, Data Modeling, Data Cleansing, R Programming, Machine Learning, Natural Language Processing

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

    Mixed · Course · 1 - 3 Months

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

  • Introduction to MongoDB: MongoDB Inc.
  • Advanced Cybersecurity Concepts and Capstone Project: Microsoft
  • A Business Approach to Sustainable Landscape Restoration: Erasmus University Rotterdam
  • AI for Project Managers and Scrum Masters: Coursera
  • ¿Cómo convertir mi idea en empresa?: Universidad de los Andes
  • Machine Learning with Apache Spark: IBM
  • 1.- El Cálculo - Modelo Lineal: Tecnológico de Monterrey
  • Programming for the Internet of Things Project: University of California, Irvine
  • PyTorch for Deep Learning: DeepLearning.AI
  • How to Validate your Startup Idea: UNSW Sydney (The University of New South Wales)

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