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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 Illinois Urbana-Champaign

    Bridging Data and Practice for Personalized Nutrition

    Skills you'll gain: AI Personalization, Nutrition and Diet, Nutritional Assessment, Personalized Service, Clinical Nutrition, Precision Medicine, Medical Nutrition Therapy, Nutrition Education, Data Ethics, Dietetics, Data Collection, Data Capture, Diagnostic Tests, Responsible AI, Data Analysis, Clinical Research, Health Equity, Health Technology, Consumer Behaviour, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Creating a Business Value with Data and Looker 日本語版

    Skills you'll gain: Looker (Software), Data Governance, Digital Transformation, Data Modeling, Dashboard, Dashboard Creation, Real Time Data, Google Cloud Platform, Dataflow, Information Management, Business Transformation, Data Storage, Data Management, Cloud Storage, Data Transformation, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Performance Tuning, SQL

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods, Classification Algorithms, Calculus

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    Advanced · Specialization · 1 - 3 Months

  • A

    Alex Genadinik

    10 Passive Income Businesses For 2026 To Start Today

    Skills you'll gain: E-Commerce, Content Creation, Digital Content, Video Production, Digital Publishing, Wholesaling, Photo/Video Production and Technology, Digital Assets, Business Modeling, Entrepreneurship, Direct Selling, Blockchain, FinTech, Advertising

    Mixed · Course · 1 - 3 Months

  • U

    University of Alberta

    Introdução ao Gerenciamento de produtos de software

    Skills you'll gain: Agile Software Development, Requirements Analysis, Process Driven Development, Agile Methodology, Software Development, Product Management, Software Engineering, Technical Product Management, Software Development Methodologies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    42 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Building AI Agents – Fundamentals to Advanced

    Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, AI Integrations, Calendar Management, Scheduling, AI Security, Workflow Management, Dataflow, Classification Algorithms

    3.7
    Rating, 3.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Marketing in the Age of AI

    Skills you'll gain: Online Advertising, LLM Application, AI Enablement, Branding, Natural Language Processing, Machine Learning Algorithms

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    AWS: Machine Learning & MLOps Foundations

    Skills you'll gain: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Model Training, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Processing, Machine Learning, Supervised Learning, Machine Learning Algorithms, Unsupervised Learning, Classification Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Vulnerability Types and Concepts

    Skills you'll gain: Threat Modeling, Vulnerability Scanning, Vulnerability Management, Vulnerability Assessments, Risk Management, Secure Coding, Cyber Security Assessment, Security Testing, Systems Development Life Cycle, Cyber Governance, Risk Management Framework, Threat Management, Software Development Life Cycle, Application Security, Cyber Security Policies, Security Management, Security Controls

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Data Architect Capstone Project

    Skills you'll gain: Data Migration, Data Integration, Enterprise Architecture, Data Management, Data Pipelines, Data Integrity, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Pearson

    Data Science Fundamentals, Part 1

    Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

    4
    Rating, 4 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 1 - 4 Weeks

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

  • Bridging Data and Practice for Personalized Nutrition: University of Illinois Urbana-Champaign
  • Creating a Business Value with Data and Looker 日本語版: Google Cloud
  • Foundations for Machine Learning: Dartmouth College
  • AI Engineer Professional: Packt
  • 10 Passive Income Businesses For 2026 To Start Today: Alex Genadinik
  • Introdução ao Gerenciamento de produtos de software: University of Alberta
  • Building AI Agents – Fundamentals to Advanced: Packt
  • Marketing in the Age of AI: University of Maryland, College Park
  • AWS: Machine Learning & MLOps Foundations: Whizlabs
  • Vulnerability Types and Concepts: Packt

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