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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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    EDUCBA

    AutoCAD Architectural Design & Residential Planning

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Technical Drawing, Engineering Drawings, Civil and Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Building Design, As-Built Drawings, AutoCAD Civil 3D, Architectural Engineering, Structural Engineering, Electrical Wiring, Structural Analysis, Functional Design, Conceptual Design, Layout Design, Construction Estimating, 3D Modeling

    Beginner · Specialization · 1 - 3 Months

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    University of Pennsylvania

    Social Impact Strategy: Tools for Entrepreneurs and Innovators

    Skills you'll gain: Social Impact, Design Thinking, Performance Measurement, Human Centered Design, Sustainable Development, Innovation, Entrepreneurship, Business Modeling, Project Performance, Strategic Thinking, Organizational Structure, Needs Assessment, Growth Strategies, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Power BI Masterclass

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

    Beginner · Specialization · 1 - 4 Weeks

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    Coursera

    Frame AI Problems: Objectives to Metrics

    Skills you'll gain: Smart Goals, Feasibility Studies, Goal Setting, Business Requirements, Functional Requirement, AI Enablement, Project Scoping, Requirements Analysis, Business Metrics, Performance Metric, Key Performance Indicators (KPIs), Project Risk Management, Model Evaluation, Risk Analysis, Data Preprocessing, Project Estimation, Needs Assessment, Business Risk Management, Data Quality, Due Diligence

    Intermediate · Course · 1 - 4 Weeks

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    University of Washington

    Data Science at Scale

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Databases, Statistical Machine Learning, Model Evaluation, Predictive Analytics, R Programming, Data Analysis, SQL, Predictive Modeling, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    922 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Align AI: Finance, Strategy, and Funding

    Skills you'll gain: Project Finance, Business Strategy, Key Performance Indicators (KPIs), Proposal Writing, Organizational Strategy, Return On Investment, Business Metrics, Capital Budgeting, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Information​ ​Systems

    Skills you'll gain: Enterprise Resource Planning, Business Systems Analysis, Systems Analysis, Requirements Analysis, Cybersecurity, Business Requirements, Business Analysis, Business Systems, Cloud Computing, Cloud Services, Change Management, Business Technologies, Information Technology, Organizational Change, Technology Strategies, Process Flow Diagrams, System Implementation, Portfolio Management, Project Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Prompt Engineering, Customer Insights, AI Personalization, Big Data, Keyword Research, Performance marketing, Case Studies, Customer Analysis, Google Ads, Responsible AI, Marketing Analytics, Data Presentation, AI Product Strategy, Generative AI, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    180 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Rice University

    Business Statistics and Analysis Capstone

    Skills you'll gain: Business Analytics, Statistical Methods, Statistical Analysis, Data Analysis, Data Presentation, Statistical Reporting, Analytical Skills, Technical Communication, Predictive Analytics, Exploratory Data Analysis, Regression Analysis, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
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    439 reviews

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    Prompt Engineering for ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Productivity, OpenAI, AI Enablement, Generative AI, Artificial Intelligence, Large Language Modeling, Creativity, Problem Solving, Context Management, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
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    7.6K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Modular Asset Creation in Blender & Maze Building with Code

    Skills you'll gain: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Integration Testing, Computer Graphics, Scripting

    Intermediate · Course · 1 - 4 Weeks

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    S

    Stanford University

    Introduction to Statistics

    Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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

  • AutoCAD Architectural Design & Residential Planning: EDUCBA
  • Social Impact Strategy: Tools for Entrepreneurs and Innovators: University of Pennsylvania
  • Power BI Masterclass: Packt
  • Frame AI Problems: Objectives to Metrics: Coursera
  • Data Science at Scale: University of Washington
  • Align AI: Finance, Strategy, and Funding: Coursera
  • Information​ ​Systems: University of Minnesota
  • GenAI for Marketing and Customer Insights: Coursera
  • Business Statistics and Analysis Capstone: Rice University
  • Prompt Engineering for ChatGPT: Vanderbilt University

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