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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


  • I

    Infosec

    CISSP Domain 8: Software development security

    Skills you'll gain: Application Security, Security Testing, Risk Management Framework, Systems Development Life Cycle, Secure Coding, Threat Modeling, Software Testing, Software Development, Software Development Life Cycle, Web Applications, Vulnerability Scanning, Software Development Methodologies, Application Programming Interface (API), Database Application, Agile Methodology, Data Validation

    ★ 5 (20) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Python: Apply & Evaluate Sales Forecasting with Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Feature Engineering, Forecasting, Data-Driven Decision-Making, Data Preprocessing, Trend Analysis, Predictive Analytics, Predictive Modeling, Statistical Analysis, Data Visualization, Model Training, Exploratory Data Analysis, Data Transformation, Data Cleansing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Practice & Architecture

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Software Design Patterns, Unified Modeling Language, Software Design, Java, Java Programming, Software Architecture, User Interface and User Experience (UI/UX) Design, API Design, Software Development, AI Integrations

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • B

    BCG

    Цифровая трансформация

    Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Product Lifecycle Management, Design Thinking, Emerging Technologies, Corporate Strategy, Innovation, Organizational Change, Business Strategy, Market Dynamics, Growth Strategies, Competitive Analysis, Business Economics, Leadership, Communication

    ★ 4.9 (11) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, AI Integrations, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP), AI literacy

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    Engaging in Improving Patient Experience Through Analytics

    Skills you'll gain: Decision Support Systems, Health Informatics, Patient-centered Care, Stakeholder Analysis, Hospital Experience, Personalized Campaigns, Decision Intelligence, Patient Evaluation, Predictive Analytics, Analytics, Data-Driven Decision-Making, Advanced Analytics, Predictive Modeling, Systems Integration, Innovation

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    ★ 4.3 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Codio

    Select Topics in Python: Natural Language Processing

    Skills you'll gain: Text Mining, Large Language Modeling, Hugging Face, Natural Language Processing, Data Processing, LLM Application, Generative AI, Data Preprocessing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 1

    ★ 4.5 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Create Generative AI Apps on Google Cloud

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Google Gemini, LLM Application, Retrieval-Augmented Generation, Prompt Engineering Tools, Generative AI, Generative AI Agents, Multimodal Prompts, Large Language Modeling, Embeddings, Google Cloud Platform, Vector Databases

    ★ 3.9 (16) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • V

    Vanderbilt University

    Qualitative Methods for Quantitative People (with GenAI)

    Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization

    ★ 2.8 (8) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Java Servlets Case Study - Online Admission Process

    Skills you'll gain: Java Programming, PostgreSQL, Relational Databases, Java, Java Platform Enterprise Edition (J2EE), Database Development, Systems Development, Database Design, Databases, Application Design, Back-End Web Development, Web Applications, Business Logic, Secure Coding, Data Validation, Process Modeling, Payment Systems, Document Management, Authentications, Verification And Validation

    ★ 4.5 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular predictive modeling courses

  • CISSP Domain 8: Software development security: Infosec
  • Python: Apply & Evaluate Sales Forecasting with Time Series: EDUCBA
  • Object-Oriented Analysis and Design: Practice & Architecture: University of Colorado Boulder
  • Цифровая трансформация: BCG
  • Foundations of AI, LLMs, and Development Environments: Packt
  • Engaging in Improving Patient Experience Through Analytics: Northeastern University
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Select Topics in Python: Natural Language Processing: Codio
  • Key Industry 4.0 Technologies in Manufacturing - 1: Board Infinity
  • Create Generative AI Apps on Google Cloud: Google Cloud

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