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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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    SAP

    Foundations of Business Analysis

    Skills you'll gain: Stakeholder Management, Business Analysis, SAP Signavio, Business Systems Analysis, SAP Analytics Cloud, SAP Applications, Systems Analysis, Stakeholder Analysis, Business Process Modeling, Business Requirements, ChatGPT, Requirements Analysis, Strategic Thinking, Organizational Strategy, LLM Application, Agile Methodology, Communication, Critical Thinking

    4.4
    Rating, 4.4 out of 5 stars
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    101 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    471 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Colorado System

    Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Natural Language Processing, Bioinformatics, Informatics, Text Mining, Clinical Informatics, R Programming

    4.5
    Rating, 4.5 out of 5 stars
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    485 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDHEC Business School

    Python and Machine-Learning for Asset Management with Alternative Data Sets

    Skills you'll gain: Text Mining, Network Analysis, Data Visualization Software, Machine Learning Methods, Unstructured Data, Predictive Modeling, Web Scraping, Social Network Analysis, Financial Statements, Financial Market, Financial Analysis, Investments, Financial Modeling, Asset Management, Python Programming, Data Analysis, Consumer Behaviour

    4.4
    Rating, 4.4 out of 5 stars
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    236 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Data Storytelling with Power BI

    Skills you'll gain: Spreadsheet Software, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
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    169 reviews

    Intermediate · Course · 1 - 3 Months

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    Stanford University

    Game Theory II: Advanced Applications

    Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Political Sciences, Economics, Behavioral Economics, Mathematical Theory & Analysis, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    650 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    4.7
    Rating, 4.7 out of 5 stars
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    233 reviews

    Beginner · Specialization · 3 - 6 Months

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    ESSEC Business School

    Foundations of marketing analytics

    Skills you'll gain: Marketing Analytics, Customer Analysis, Business Marketing, Business Analytics, Customer Insights, R Programming, Data-Driven Decision-Making, Data Analysis Software, Target Market, Statistical Analysis, Statistical Modeling, Predictive Modeling, Customer Relationship Management, Statistical Methods

    4.6
    Rating, 4.6 out of 5 stars
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    762 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 1: Basic Concepts and Algorithms

    Skills you'll gain: Digital Signal Processing, Electrical Engineering, Communication Systems, Programming Principles, Electronics, Telecommunications, Algorithms, Linear Algebra, Time Series Analysis and Forecasting, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    635 reviews

    Intermediate · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.5
    Rating, 3.5 out of 5 stars
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    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Cape Town

    Climate Change Mitigation in Developing Countries

    Skills you'll gain: Climate Change Mitigation, Sustainable Development, Economic Development, Environmental Policy, Gap Analysis, Policy Development, Mathematical Modeling, Systems Thinking, Complex Problem Solving, Research, Innovation, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    593 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Integrity, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    100 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Foundations of Business Analysis: SAP
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Clinical Data Science: University of Colorado System
  • Python and Machine-Learning for Asset Management with Alternative Data Sets: EDHEC Business School
  • Data Storytelling with Power BI: Edureka
  • Game Theory II: Advanced Applications: Stanford University
  • First Principles of Computer Vision: Columbia University
  • Foundations of marketing analytics: ESSEC Business School
  • Digital Signal Processing 1: Basic Concepts and Algorithms: École Polytechnique Fédérale de Lausanne
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne

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