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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


  • U

    University of Alberta

    Agile Planning for Software Products

    Skills you'll gain: Sprint Planning, Risk Management Framework, Agile Software Development, User Story, Backlogs, Agile Methodology, User Requirements Documents, Scrum (Software Development), Agile Project Management, Requirements Analysis, Software Development, Risking, Dependency Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Computer Science, Mathematical Modeling, Mathematical Software, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    962 reviews

    Advanced · Specialization · 3 - 6 Months

  • W

    Whizlabs

    AI/ML & Advanced AWS Services

    Skills you'll gain: AWS SageMaker, Amazon Bedrock, Generative AI, Generative AI Agents, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Training, Agentic Workflows, Artificial Intelligence, Natural Language Processing, Model Deployment, Image Analysis, Computer Vision, Data Wrangling

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Text Retrieval and Search Engines

    Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Applied Machine Learning, Web Scraping, Model Evaluation, Machine Learning Algorithms, Web Analytics and SEO, Machine Learning, Model Optimization, Network Analysis, Statistical Modeling, Probability & Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    965 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    4.7
    Rating, 4.7 out of 5 stars
    ·
    240 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    Starweaver

    Certified Business Analysis Professional™ (CBAP®)

    Skills you'll gain: Process Analysis, Requirements Elicitation, Business Analysis, Risk Analysis, Backlogs, Requirements Management, Business Systems Analysis, Stakeholder Engagement, Business Process, User Story, Business Requirements, Stakeholder Management, Process Modeling, Requirements Analysis, Business Modeling, Business Process Improvement, Business Analysis Tools, Business Intelligence, Business Strategies, Performance Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    344 reviews

    Intermediate · Specialization · 3 - 6 Months

  • N

    Neal Davis

    AWS Certified AI Practitioner Exam Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Model Evaluation, Generative Model Architectures, Model Deployment, Generative AI, Model Training, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Data Governance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Large Language Modeling, Data Ethics, Taxonomy, Natural Language Processing

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Machine Learning Introduction for Everyone

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Classification Algorithms, Unsupervised Learning, Regression Analysis, Reinforcement Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    310 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Oracle プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Oracle Databases, Oracle Cloud, Query Languages, Identity and Access Management, SQL, Role-Based Access Control (RBAC), Data Mapping, Google Cloud Platform, Data Import/Export, Database Design, Data Sharing, Performance Tuning, Data Modeling, Data Migration, Data Architecture

    Intermediate · Course · 1 - 3 Months

  • 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

  • S

    SkillUp

    Project Management Foundations, Initiation, and Planning

    Skills you'll gain: Team Motivation, Stakeholder Engagement, Project Planning, Earned Value Management, Stakeholder Management, Project Documentation, Meeting Facilitation, Project Management Institute (PMI) Methodology, Project Scoping, Initiative and Leadership, Team Leadership, Project Management, Project Management Life Cycle, Stakeholder Analysis, Stakeholder Communications, Program Standards, Agile Project Management, Quality Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    588 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    M

    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
    ·
    365 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Agile Planning for Software Products: University of Alberta
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • AI/ML & Advanced AWS Services: Whizlabs
  • Text Retrieval and Search Engines: University of Illinois Urbana-Champaign
  • First Principles of Computer Vision: Columbia University
  • Certified Business Analysis Professional™ (CBAP®): Starweaver
  • AWS Certified AI Practitioner Exam Prep: Neal Davis
  • Machine Learning Introduction for Everyone: IBM
  • Oracle プロフェッショナルのための BigQuery 基礎: Google Cloud
  • Data Science Capstone: Johns Hopkins University

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