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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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    Microsoft

    Building intelligent agent workflows

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), System Testing, Test Case, Health Informatics, Health Technology, Performance Testing, Business Logic, Serverless Computing, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Irvine

    Intro to Analytic Thinking, Data Science, and Data Mining

    Skills you'll gain: Analytical Skills, Data Ethics, Data Mining, Data Strategy, Data Science, Business Analytics, Data Analysis, Big Data, Analytics, Business Intelligence, Descriptive Analytics, Predictive Analytics, Data Processing, Small Data

    4.2
    Rating, 4.2 out of 5 stars
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    155 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Unilever

    Unilever Digital Marketing Analyst

    Skills you'll gain: Data Storytelling, Marketing Automation, Web Analytics, Marketing Effectiveness, Marketing Analytics, Customer Insights, Digital Marketing, Market Analysis, Google Analytics, Digital Advertising, Social Media Marketing, Customer Analysis, Search Engine Marketing, Advertising Campaigns, Marketing Strategies, Social Media Strategy, Customer experience strategy (CX), Marketing, Online Advertising, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    314 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    University of California, Santa Cruz

    Tutoring and Teaching Math for Understanding

    Skills you'll gain: Instructional Strategies, Student-Centred Learning

    Intermediate · Course · 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Business intelligence and data warehousing

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Mining, Big Data, Predictive Analytics, Analytics, Data Modeling, MySQL, Business Analytics, Apache Hadoop, Star Schema, Unstructured Data, Database Design, SQL, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
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    101 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    IoT Enabled Farming

    Skills you'll gain: Internet Of Things, Big Data, Wireless Networks, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Environmental Monitoring, Sustainable Technologies, Machine Controls, Real Time Data, Automation, Data Analysis, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    221 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Practical Apps & Interaction Patterns

    Skills you'll gain: UI Components, Swift Programming, Apple iOS, User Interface (UI), Mobile Development, Application Development, Cross Platform Development, User Interface and User Experience (UI/UX) Design, Application Programming Interface (API), Animations, Typography, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, R Programming, Statistical Analysis, Data Analysis, Data Visualization, Mathematical Modeling, Statistical Modeling, Predictive Modeling, Correlation Analysis, Probability & Statistics, Descriptive Statistics, Statistical Inference, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building AI Agents – Fundamentals to Advanced

    Skills you'll gain: Email Automation, Make.com, Google Gemini, Tool Calling, Calendar Management, Scheduling, Workflow Management, Data Ethics, JSON

    Intermediate · Course · 1 - 3 Months

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    A

    American Museum of Natural History

    Ecology: Ecosystem Dynamics and Conservation

    Skills you'll gain: Environment, Systems Thinking, Environmental Science, Natural Resource Management, Environmental Resource Management, Biology, Sustainable Development, Environmental Engineering and Restoration, Case Studies, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Intermediate · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Process Capability, Process Analysis, Process Mapping, Six Sigma Methodology, Lean Methodologies, Lean Manufacturing, Statistical Process Controls, Process Improvement, Quality Improvement, Process Optimization, Operational Analysis, Business Process, Quality Control, Statistical Analysis, Continuous Improvement Process, Value Engineering, Analysis, Predictive Modeling, Production Process

    4.8
    Rating, 4.8 out of 5 stars
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    927 reviews

    Intermediate · Specialization · 3 - 6 Months

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    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Systems Analysis, Application Design

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    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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

  • Building intelligent agent workflows: Microsoft
  • Intro to Analytic Thinking, Data Science, and Data Mining: University of California, Irvine
  • Unilever Digital Marketing Analyst: Unilever
  • Tutoring and Teaching Math for Understanding: University of California, Santa Cruz
  • Business intelligence and data warehousing: Universidad Nacional Autónoma de México
  • IoT Enabled Farming: EDUCBA
  • Practical Apps & Interaction Patterns: Packt
  • Practical Time Series Analysis: The State University of New York
  • Building AI Agents – Fundamentals to Advanced: Packt
  • Ecology: Ecosystem Dynamics and Conservation: American Museum of Natural History

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