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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 Colorado Boulder

    Data Visualization & Analytics in Tableau

    Skills you'll gain: Tableau Software, Data Storytelling, Dashboard, Data Presentation, Dashboard Creation, Interactive Data Visualization, Data Visualization Software, Geospatial Information and Technology, Data Visualization, Forecasting, Spatial Data Analysis, Time Series Analysis and Forecasting, Statistical Visualization, Data Analysis, Predictive Analytics, Exploratory Data Analysis, Color Theory, Business Analytics, Marketing Analytics, Analytics

    ★ 4.5 (17) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Data Presentation, Model Training, Exploratory Data Analysis, Machine Learning Methods, Applied Machine Learning, Model Optimization, Data Science, Machine Learning, Data Wrangling, Data Analysis, Data Preprocessing, Matlab, Data Processing, Technical Communication, Predictive Modeling, Data Import/Export

    ★ 4.7 (25) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fundação Instituto de Administração

    Ciência de Dados para Finanças

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Data Strategy, FinTech, Data Engineering, Deep Learning, Machine Learning Methods, Predictive Analytics, Analytics, Applied Machine Learning, Data Science, Data Processing, Predictive Modeling, Machine Learning, Digital Transformation, Financial Market, Machine Learning Algorithms, Data Literacy, Business Transformation

    ★ 4.3 (94) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Power BI Masterclass

    Skills you'll gain: Data Analysis Expressions (DAX), Customer Insights, Power BI, Data Modeling, Customer Analysis, Dashboard, Data Transformation, Dashboard Creation, Data Wrangling, Data Import/Export, Data Manipulation, Database Design, Business Intelligence, Interactive Data Visualization, Data Integration, Star Schema, Time Series Analysis and Forecasting, Data Cleansing, Relational Databases, Data Visualization Software

    ★ 4.8 (13) · Beginner · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Board-Ready Numbers: Reporting, Dashboards, and Storytelling

    Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis

    ★ 4.5 (19) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Georgia Institute of Technology

    Introduction to High-Throughput Materials Development

    Skills you'll gain: Materials science, Experimentation, New Product Development, Laboratory Research, Sustainable Technologies, Manufacturing Processes, Process Development, Research Design, Engineering, Scientific, and Technical Instruments, Analytical Testing, Laboratory Testing, Chemical and Biomedical Engineering, Analytical Chemistry

    ★ 4.6 (180) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Dartmouth College

    Digital Transformation for Managers

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Data Strategy, Business Transformation, Data-Driven Decision-Making, Analytics, Data Literacy, Business Analytics, Internet Of Things, Cloud Computing, Scalability, Automation, Business Modeling, Technology Strategies, Strategic Decision-Making, Data Analysis, Innovation, Organizational Leadership, Business Metrics, AI Workflows

    ★ 4.7 (27) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Approximation Algorithms and Linear Programming

    Skills you'll gain: Operations Research, Algorithms, Graph Theory, Network Model, Combinatorics, Mathematical Software, Mathematical Modeling, Theoretical Computer Science, Model Optimization, Python Programming

    ★ 4.8 (63) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • T

    Technion - Israel Institute of Technology

    Action-Driven Business Plan: From the ‘Classroom’ to the World

    Skills you'll gain: Business Planning, Entrepreneurship, Market Research, New Business Development, Plan Execution, Market Analysis, Financial Modeling, Proposal Writing, Business Development, Video Production, Strategic Thinking, Project Planning, Product Development, Professional Networking, Presentations, Operating Budget, Cash Flow Forecasting, Ideation, Risk Analysis, Timelines

    ★ 4.9 (342) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • G

    Google

    Cybersécurité Google

    Skills you'll gain: Vulnerability Management, Threat Modeling, Open Web Application Security Project (OWASP), Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Stakeholder Communications, Vulnerability Assessments, Threat Detection, Event Monitoring, Cyber Attacks, Hardening, Network Security, Security Controls, Data Ethics, Bash (Scripting Language), Cybersecurity, Linux, Debugging, SQL

    ★ 4.7 (464) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • N

    National Taiwan University

    服務模式的體驗、設計與創新:從痛點到賣點 (Experience, Design, and Innovation of Service Models: from Pain Points to Selling Points)

    Skills you'll gain: Revenue Management, Service Design, Customer experience improvement, Financial Services, Service Improvement, Service Management, Journey Mapping, Innovation, Experience Design, Product Strategy, Business Modeling, Customer Insights, Operations

    ★ 4.8 (151) · Beginner · Course · 1 - 3 Months

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

  • Data Visualization & Analytics in Tableau: University of Colorado Boulder
  • Data Science Project: MATLAB for the Real World: MathWorks
  • Ciência de Dados para Finanças: Fundação Instituto de Administração
  • Power BI Masterclass: Packt
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Board-Ready Numbers: Reporting, Dashboards, and Storytelling: Coursera
  • Introduction to High-Throughput Materials Development: Georgia Institute of Technology
  • Digital Transformation for Managers: Dartmouth College
  • Approximation Algorithms and Linear Programming: University of Colorado Boulder
  • Action-Driven Business Plan: From the ‘Classroom’ to the World: Technion - Israel Institute of Technology

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