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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Applied Math for Materials Science and Engineering (Part 2)

    Skills you'll gain: Mathematical Modeling, Integral Calculus, Applied Mathematics, Engineering Analysis, Advanced Mathematics, Calculus, Mathematical Theory & Analysis, Differential Equations, Mechanics, Trigonometry, Engineering, Geometry, Electrical Engineering

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Bond Valuation, YTM & Risk Analysis

    Skills you'll gain: Market Data, Financial Analysis, Securities (Finance), Investment Banking, Financial Market, Investment Management, Credit Risk, Financial Modeling, Investments, Risk Analysis, Finance, Cash Flows, Business

    Mixed · Course · 1 - 4 Weeks

  • G

    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms

    ★ 4.8 (623) · Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Teradata プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Teradata SQL, Data Warehousing, Database Design, Extract, Transform, Load, Identity and Access Management, Google Cloud Platform, Query Languages, Data Import/Export, Role-Based Access Control (RBAC), Data Modeling, Data Mapping, SQL, Database Architecture and Administration, Data Architecture, Data Migration, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Power BI Foundations and Solution Architecture

    Skills you'll gain: Power Platform Architecture & Technical Design, Power BI, Solution Architecture, Data Architecture, Microsoft Azure, Data Modeling, Data Store, Data Mart, Business Intelligence, Data Sharing, Dashboard, Data Integration, Dataflow, Data Storage, Data Analysis, AI Product Strategy, Data Quality, Python Programming

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    AI Applications in Marketing and Finance

    Skills you'll gain: AI Personalization, Fraud detection, Personalized Campaigns, Big Data, Credit Risk, Risk Management, Risk Modeling, Personalized Service, Digital Transformation, Data-Driven Marketing, Customer Insights, Machine Learning, Marketing Analytics, Machine Learning Methods, Customer Engagement, Driving engagement, Data-Driven Decision-Making, Applied Machine Learning, Financial Data, Consumer Behaviour

    ★ 4.6 (496) · Mixed · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Estadios inteligentes: experiencia Bernabéu

    Skills you'll gain: Internet Of Things, Data Ethics, Building Information Modeling, Energy and Utilities, Disabilities, Sustainable Technologies, Customer experience improvement, Sustainable Business, Business Strategies, Customer Relationship Management, Customer Relationship Management (CRM) Software, Sustainable Architecture, Governance, Facility Management, Business, Economic Development, Revenue Management, Business Operations, Technology Strategies, Behavioral Management

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Alberta

    Client Needs and Software Requirements

    Skills you'll gain: Requirements Analysis, Requirements Elicitation, Functional Requirement, Backlogs, User Requirements Documents, Change Control, User Story, System Requirements, Acceptance Testing, Agile Methodology, Agile Software Development

    ★ 4.8 (3.2K) · Mixed · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Software Engineering

    Skills you'll gain: Software Design Patterns, Requirements Analysis, White-Box Testing, Systems Development Life Cycle, Software Architecture, Acceptance Testing, Software Development Methodologies, Unified Modeling Language, Software Development Life Cycle, Configuration Management, Software Quality Assurance, Debugging, Software Engineering, Software Testing, Object Oriented Design, Functional Requirement, Data Modeling, Systems Design, Project Management, Project Planning

    ★ 4.6 (657) · Intermediate · Specialization · 3 - 6 Months

  • U

    Universitat Politècnica de València

    Fundamentos de Mecánica para Ingeniería

    Skills you'll gain: Systems Of Measurement, Mechanics, Physics, Differential Equations, Engineering Calculations, Engineering Analysis, Calculus, Engineering, Physical Science, Linear Algebra, Mathematical Modeling, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Cybersecurity in modern organizations

    Skills you'll gain: Cybersecurity, Network Protocols, Cyber Attacks, Threat Management, Threat Modeling, Security Controls, Responsible AI, Cyber Security Strategy, Cyber Security Policies, Data Security, Security Awareness, Computer Security Awareness Training, Agile Methodology, Cyber Security Assessment, Security Management, Network Security, TCP/IP, Incident Response, Threat Detection, Risk Management

    ★ 4.6 (1.2K) · Intermediate · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, AI Workflows, Artificial Intelligence, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    ★ 4.7 (619) · Beginner · Specialization · 1 - 3 Months

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

  • Applied Math for Materials Science and Engineering (Part 2): Korea Advanced Institute of Science and Technology(KAIST)
  • Master Bond Valuation, YTM & Risk Analysis: EDUCBA
  • The Nuts and Bolts of Machine Learning: Google
  • Teradata プロフェッショナルのための BigQuery 基礎: Google Cloud
  • Power BI Foundations and Solution Architecture: Packt
  • AI Applications in Marketing and Finance: University of Pennsylvania
  • Estadios inteligentes: experiencia Bernabéu: Real Madrid Graduate School Universidad Europea
  • Client Needs and Software Requirements : University of Alberta
  • Software Engineering: The Hong Kong University of Science and Technology
  • Fundamentos de Mecánica para Ingeniería: Universitat Politècnica de València

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