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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


  • J

    Johns Hopkins University

    Управление анализом данных

    Skills you'll gain: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Data Synthesis, Analytical Skills, Analytics, Exploratory Data Analysis, Statistical Analysis, Coordinating, Coordination, Statistical Modeling, Statistical Inference, Communication

    ★ 4.8 (51) · Mixed · Course · 1 - 4 Weeks

  • P

    Pearson

    Certified Ethical Hacker (CEH)

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, Vulnerability Assessments, Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Network Security, Cryptography, Penetration Testing, Intrusion Detection and Prevention, Cybersecurity, Cyber Security Assessment, Malware Protection, Mobile Security, Threat Modeling, Threat Detection, Web Applications, Internet Of Things, Cloud Computing, Network Architecture

    ★ 4.6 (24) · Intermediate · Specialization · 1 - 3 Months

  • S

    Sungkyunkwan University

    Machine Learning Basics

    Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Machine Learning, Python Programming, Supervised Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Logistic Regression, Analysis, Applied Machine Learning, Regression Analysis, Model Training, Unsupervised Learning, Mathematics and Mathematical Modeling, Statistical Methods, Linear Algebra

    ★ 4.4 (93) · Mixed · Course · 1 - 4 Weeks

  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    ★ 4.4 (51) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    The Role of the CEO in Navigating GenAI

    Skills you'll gain: Generative AI, Large Language Modeling, Internal Communications, Communication, Strategic Leadership, Leadership, Business Transformation, Strategic Decision-Making, Business Strategy, Decision Making

    ★ 4.8 (143) · Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, AI Personalization, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Machine Learning Methods, Innovation, Algorithms, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Performance Tuning, Fine-tuning

    ★ 4.3 (43) · Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    AI & Automation for Supply Chain Resilience

    Skills you'll gain: Transportation, Supply Chain, and Logistics, Inventory and Warehousing, Supplier Risk Management, Supply Chain Systems, Supply Chain Management, Supply Chain, Business Continuity, Supply Chain Planning, Contingency Planning, Business Continuity Planning, Crisis Management, Inventory Management System, Responsible AI, Forecasting, AI Enablement, Predictive Analytics, Logistics, Logistics Management, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Software Testing, Deployment, and Maintenance Strategies

    Skills you'll gain: Test Planning, Test Driven Development (TDD), Release Management, Software Testing, Behavior-Driven Development, Risk Management Framework, Risk Management, System Testing, Application Deployment, Software Quality Assurance, Software Development Life Cycle, CI/CD, Data Validation, Systems Analysis, Systems Thinking, Data Modeling, Product Lifecycle Management, Business Process Automation, Digital Transformation, Process Flow Diagrams

    ★ 4.8 (18) · Intermediate · Course · 1 - 4 Weeks

  • I

    Indian Institute of Science

    Micro Electromechanical Systems

    Skills you'll gain: Semiconductors, Electronics, Electronic Hardware, Biomedical Technology, Hardware Design, Materials science, Mechanical Design, Manufacturing Processes, Communication Systems, Laboratory Equipment, Process Engineering, Laboratory Testing, 3D Modeling, Analytical Testing

    ★ 4.9 (21) · Beginner · Course · 1 - 3 Months

  • C

    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Preprocessing, Data Analysis, Model Training, Data Collection, AI Workflows, MLOps (Machine Learning Operations), Statistical Analysis, Model Deployment, Data Processing, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Model Evaluation, Descriptive Statistics, Machine Learning Algorithms, Process Management

    ★ 4.7 (21) · Intermediate · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Traffic Flow Optimization, Transportation Operations, Civil Engineering, Network Routing, Supply And Demand, Network Analysis, Network Model, Mathematical Modeling, Graph Theory, Economics, Algorithms, Model Optimization

    ★ 4.9 (57) · Beginner · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Chemical Engineering Thermodynamics 2

    Skills you'll gain: Chemical Engineering, Energy and Utilities, Chemical and Biomedical Engineering, Chemistry, Engineering, Process Engineering, Mechanical Engineering, Sustainable Engineering, Engineering Calculations, Mathematical Modeling

    ★ 4.9 (18) · Intermediate · Course · 1 - 3 Months

1…176177178…358

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

  • Управление анализом данных: Johns Hopkins University
  • Certified Ethical Hacker (CEH): Pearson
  • Machine Learning Basics: Sungkyunkwan University
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • The Role of the CEO in Navigating GenAI: Coursera
  • Basic Recommender Systems: 28DIGITAL
  • AI & Automation for Supply Chain Resilience: Board Infinity
  • Software Testing, Deployment, and Maintenance Strategies : IBM
  • Micro Electromechanical Systems: Indian Institute of Science
  • Follow a Machine Learning Workflow: CertNexus

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