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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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    Edureka

    Building Autonomous AI Agents

    Skills you'll gain: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Unsupervised Learning, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Cloud Computing, Market Analysis, Supervised Learning, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    129 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Advanced Strategic Threat Intelligence Research & Reporting

    Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cyber Security Strategy, Cybersecurity, Data Storytelling, Verbal Communication Skills, Vulnerability Assessments, Incident Response, Risk Analysis, Communication, Malware Protection, Application Security, Infrastructure Security, Analysis

    Intermediate · Course · 1 - 3 Months

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    University of Alberta

    Design Patterns

    Skills you'll gain: Model View Controller, Software Design Patterns, Software Design, Unified Modeling Language, Object Oriented Design, Code Review, Software Architecture, Programming Principles, Maintainability, Java, Application Design

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Intermediate · Course · 1 - 4 Weeks

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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, Analysis, Predictive Modeling, Production Process, Performance Measurement

    4.8
    Rating, 4.8 out of 5 stars
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    948 reviews

    Intermediate · Specialization · 3 - 6 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, Model Evaluation, Data Analysis, Data Visualization, Mathematical Modeling, Statistical 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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    Coursera

    AI for Project Managers and Scrum Masters

    Skills you'll gain: Agile Project Management, AI Enablement, Predictive Modeling, Agile Methodology, Innovation, Project Management Life Cycle, Project Management, Data-Driven Decision-Making, Automation, Artificial Intelligence, Digital Transformation, Risk Management, Change Management

    4.2
    Rating, 4.2 out of 5 stars
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    131 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Sydney

    Design-Led Strategy: Design thinking for business strategy and entrepreneurship

    Skills you'll gain: Design Thinking, Innovation, Business Modeling, Product Design, Product Development, Business Strategy, Strategic Communication, Market Research, Corporate Strategy, Case Studies, User Feedback, Product Testing, Customer Insights

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, Hugging Face, Programming Principles, Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Investments I: Fundamentals of Performance Evaluation

    Skills you'll gain: Investment Management, Investments, Finance, Portfolio Management, Business Valuation, Financial Modeling, Financial Market, Equities, Return On Investment, Financial Analysis, Portfolio Risk, Asset Management, Microsoft Excel, Regression Analysis, Risk Analysis, Performance Analysis, Estimation, Cash Flows

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    926 reviews

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Equities, Financial Modeling, Probability, Risk Management, Portfolio Management, Probability Distribution, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
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    308 reviews

    Intermediate · Course · 1 - 3 Months

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    G

    Google Cloud

    Generative AI Leader 学習プログラム

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI Agents, AI Security, Google Workspace, Generative AI, Retrieval-Augmented Generation, Gemini, Google Cloud Platform, Large Language Modeling, AI Product Strategy, Tool Calling, AI Enablement, Unstructured Data, Productivity Software, Cloud Management, Cloud Computing, Artificial Intelligence, Collaboration

    Beginner · Specialization · 3 - 6 Months

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

  • Building Autonomous AI Agents: Edureka
  • Data Warehousing and Business Intelligence: University of California, Irvine
  • Advanced Strategic Threat Intelligence Research & Reporting: Starweaver
  • Design Patterns: University of Alberta
  • Lean Six Sigma: Tecnológico de Monterrey
  • Practical Time Series Analysis: The State University of New York
  • AI for Project Managers and Scrum Masters: Coursera
  • Design-Led Strategy: Design thinking for business strategy and entrepreneurship: The University of Sydney
  • Foundations of AI, LLMs, and Development Environments: Packt
  • Investments I: Fundamentals of Performance Evaluation: University of Illinois Urbana-Champaign

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