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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


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    IBM

    IBM Systems and Solutions Architect

    Skills you'll gain: Process Mapping, Business Process Modeling, Business Analysis, Cloud-Native Computing, Identity and Access Management, Data Migration, Software Architecture, Stakeholder Analysis, Systems Design, Extract, Transform, Load, Systems Architecture, Stakeholder Management, Data Integration, Cybersecurity, Stakeholder Engagement, Release Management, Enterprise Architecture, Project Management, Software Testing, Information Technology

    4.8
    Rating, 4.8 out of 5 stars
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    250 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    The University of Melbourne

    Corporate Financial Decision-Making for Value Creation

    Skills you'll gain: Corporate Finance, Financial Management, Derivatives, Financial Modeling, Mergers & Acquisitions, Capital Budgeting, Risk Management, Business Valuation, Financial Analysis, Equities, Investments, Return On Investment, Capital Markets, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
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    520 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Database Design, Model View Controller, SQL, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Hypertext Markup Language (HTML), Software Design Patterns, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    784 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AI for Customer Experience with Chatbots and Analytics

    Skills you'll gain: Customer experience strategy (CX), Responsible AI, Customer Engagement, Predictive Analytics, ChatGPT, Customer Service, Google Gemini, Customer Insights, Anthropic Claude, Data-Driven Decision-Making, Artificial Intelligence, Return On Investment

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Columbia University

    The Construction Industry: The Way Forward

    Skills you'll gain: Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Change, Workforce Development, Emerging Technologies, Digital Transformation, Building Information Modeling, Sustainable Design, Climate Change Adaptation, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    397 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Generative AI: Elevate Your Data Science Career

    Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, AI Enablement, Responsible AI, Data Visualization, Data Science, Data Synthesis, Data Preprocessing, Data Analysis, Data Manipulation, Model Evaluation, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    252 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Cybersecurity Operations Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Intelligence, Cyber Threat Hunting, Key Management, Data Security, Threat Modeling, Computer Security Incident Management, File Systems, Endpoint Security, Cryptography, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Linux, Malware Protection, Operating System Administration, Vulnerability Assessments, Threat Detection, Cybersecurity, Workflow Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Arizona State University

    Design of Experiments

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Statistical Hypothesis Testing, Design Strategies, Sampling (Statistics), Probability & Statistics, Mathematical Modeling, Analysis, Model Evaluation, Data Transformation, Descriptive Statistics, Probability Distribution, Variance Analysis, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    377 reviews

    Beginner · Specialization · 3 - 6 Months

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    Tableau Learning Partner

    Data Analysis with Tableau

    Skills you'll gain: Exploratory Data Analysis, Tableau Software, Data Preprocessing, Data Analysis, Descriptive Statistics, Predictive Analytics, Box Plots, Statistical Analysis, Scatter Plots, Data Visualization Software, Trend Analysis, Analytics, Histogram, Business Analytics, Data Manipulation, Regression Analysis, Correlation Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Introduction to Relational Databases (RDBMS)

    Skills you'll gain: Database Design, MySQL, IBM DB2, Relational Databases, Databases, Database Management, PostgreSQL, Data Management, Database Architecture and Administration, SQL, Data Integrity, Data Modeling, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    760 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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

  • IBM Systems and Solutions Architect: IBM
  • Corporate Financial Decision-Making for Value Creation: The University of Melbourne
  • Building Web Applications in Django: University of Michigan
  • AI for Customer Experience with Chatbots and Analytics: Coursera
  • Machine Learning for Marketers: University of Colorado System
  • The Construction Industry: The Way Forward: Columbia University
  • Generative AI: Elevate Your Data Science Career: IBM
  • Cybersecurity Operations Fundamentals: Cisco Learning and Certifications
  • Design of Experiments: Arizona State University
  • Data Analysis with Tableau: Tableau Learning Partner

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