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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


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    Institut Mines-Télécom

    Traitement d'images : introduction au filtrage

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Digital Signal Processing, Python Programming, Computer Programming, Medical Imaging, Mathematics and Mathematical Modeling, Jupyter, Algorithms, Computer Science, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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    Splunk Inc.

    Splunk Knowledge Manager 102

    Skills you'll gain: Data Modeling, Splunk, Pivot Tables And Charts, Data Management, Database Management, Query Languages, Data Integration, Performance Tuning, Data Science, Data Analysis, Big Data, Business Intelligence, Business Analytics, Geospatial Information and Technology, Statistics

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    UBITS

    Planeación ágil para el logro de objetivos

    Skills you'll gain: Prioritization, Product Roadmaps, Sprint Planning, Timelines, Strategic Prioritization, Business Priorities, Agile Methodology, Project Schedules, Project Planning, Meeting Facilitation, Agile Project Management, Kanban Principles, Business Requirements, Requirements Analysis, Team Management

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    FAIR Institute

    Practical Applications of FAIRâ„¢ for Cyber Risk Management

    Skills you'll gain: Cyber Risk, Risk Management, Enterprise Risk Management (ERM), Cyber Security Strategy, Risk Analysis, Risk Modeling, Threat Modeling, Business Risk Management, Compliance Management, Incident Response, Stakeholder Communications, Continuous Improvement Process, Compliance Reporting, Decision Making, Financial Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Rice University

    Physics of Geometrical and Physical Optics

    Skills you'll gain: Physics, Applied Mathematics, Geometry, Advanced Mathematics, Physical Science, electromagnetics, Mathematical Modeling, Trigonometry, Calculus, Algebra, Linear Algebra, Integral Calculus, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Microsoft Copilot for Power BI: AI-Powered Report Insights

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Microsoft Power Platform, Dashboard, Data Modeling, Business Intelligence, Microsoft Excel, Data Visualization Software, Microsoft Copilot, Data Integration, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Data Warehousing Capstone Project

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM Cognos Analytics, Database Design, Data Transformation, Data Mart, Star Schema, Data Modeling, MySQL, Dashboard, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, IT Automation, SQL

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 3 Months

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    Università di Napoli Federico II

    Machine Learning e Data Mining in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    In core nuclear fuel management

    Skills you'll gain: Process Engineering, Chemical Engineering, Energy and Utilities, Engineering Design Process, Mechanical Engineering, Engineering Calculations, Control Systems, Cost Estimation, Mathematical Modeling, Simulation and Simulation Software, Safety Standards

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Advanced · Course · 1 - 3 Months

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    Pearson

    SQL for Any IT Professional: Unit 1

    Skills you'll gain: Database Design, SQL, Relational Databases, Databases, Database Systems, Database Management, Data Modeling, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    The Open University

    Sustainable Business Strategy for Future Leaders

    Skills you'll gain: Sustainable Business, Ideation, Systems Thinking, Sustainable Development, Creative Thinking, Corporate Sustainability, Stakeholder Engagement, Business Modeling, Stakeholder Analysis, Critical Thinking, Innovation, Environmental Social And Corporate Governance (ESG), Cognitive flexibility, Sustainability Standards, Business Systems Analysis, Business Continuity, Value Propositions, Process Mapping, Design Thinking, Problem Solving

    Intermediate · Specialization · 3 - 6 Months

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    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

    Beginner · Specialization · 1 - 4 Weeks

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

  • Traitement d'images : introduction au filtrage: Institut Mines-Télécom
  • Splunk Knowledge Manager 102: Splunk Inc.
  • Planeación ágil para el logro de objetivos: UBITS
  • Practical Applications of FAIRâ„¢ for Cyber Risk Management: FAIR Institute
  • Physics of Geometrical and Physical Optics: Rice University
  • Microsoft Copilot for Power BI: AI-Powered Report Insights: Coursera
  • Data Warehousing Capstone Project: IBM
  • Machine Learning e Data Mining in R: Università di Napoli Federico II
  • In core nuclear fuel management: Universidad Nacional Autónoma de México
  • SQL for Any IT Professional: Unit 1: Pearson

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