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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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    Packt

    Building and Managing User Interfaces

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Mobile Development, UI Components, User Interface (UI), Application Frameworks, Data Validation, Data Structures, Data Modeling, Animations

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LangChain, Embeddings, Real Time Data, Vision Transformer (ViT), Data Quality

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Protecting and Managing APIs

    Skills you'll gain: API Gateway, Authentications, Application Programming Interface (API), OAuth, API Design, Cloud API, Authorization (Computing), Secure Coding, API Testing, Restful API, Threat Modeling, Application Security, Data Security, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Encryption, Prometheus (Software), Flask (Web Framework), Grafana, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 4: 로봇 동작 계획 및 제어

    Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Graph Theory, Mathematical Software, Mathematical Modeling, Artificial Intelligence, Algorithms, Virtual Environment, Differential Equations

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Seaborn Python: Visualize & Analyze Data Distributions

    Skills you'll gain: Matplotlib, Statistical Modeling, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    BigQuery Fundamentals for Redshift Professionals

    Skills you'll gain: Amazon Redshift, SQL, Identity and Access Management, Query Languages, Google Cloud Platform, Database Design, Database Management, Data Import/Export, Extract, Transform, Load, Data Warehousing, Data Integration, Data Architecture, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Model Armor: Securing AI Deployments

    Skills you'll gain: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Model Deployment, Large Language Modeling, Secure Coding, Security Controls, Prompt Engineering, Application Programming Interface (API), System Configuration

    Beginner · Course · 1 - 3 Months

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    Starweaver

    AI Agents for Cybersecurity

    Skills you'll gain: Responsible AI, AI Security, LLM Application, Threat Detection, Endpoint Detection and Response, Threat Modeling, Cyber Threat Intelligence, Cyber Threat Hunting, Generative AI Agents, Agentic Workflows, Agentic systems, Incident Response, Cyber Governance, Cyber Security Strategy, Data Ethics, Cyber Operations, Cybersecurity, Cyber Security Assessment, Risk Mitigation, Technology Strategies

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Unity: Master Procedural Fractal & Spline Design

    Skills you'll gain: Animations, Unity Engine, Visualization (Computer Graphics), Software Design Patterns, Game Design, Object Oriented Programming (OOP), UI Components, Application Performance Management, Scalability, Software Development Tools, System Monitoring, Computer Graphics, Performance Tuning, Scripting

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    BigQuery Fundamentals for Teradata Professionals

    Skills you'll gain: Teradata SQL, SQL, Data Import/Export, Google Cloud Platform, Extract, Transform, Load, Data Warehousing, Data Migration, Big Data, Database Design, Cloud Computing Architecture, Data Modeling, Data Security

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Complete Tableau Bootcamp for Aspiring Data Scientists

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Interactive Data Visualization, Data Presentation, Data Preprocessing, Data Manipulation, Scatter Plots, Data Modeling, Heat Maps, Software Installation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - Français

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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

  • Building and Managing User Interfaces: Packt
  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
  • Protecting and Managing APIs: Edureka
  • 현대 로봇공학, 강좌 4: 로봇 동작 계획 및 제어: Northwestern University
  • Seaborn Python: Visualize & Analyze Data Distributions: EDUCBA
  • BigQuery Fundamentals for Redshift Professionals: Google Cloud
  • Model Armor: Securing AI Deployments: Google Cloud
  • AI Agents for Cybersecurity : Starweaver
  • Unity: Master Procedural Fractal & Spline Design: EDUCBA
  • BigQuery Fundamentals for Teradata Professionals: Google Cloud

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