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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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    Pearson

    Certified Kubernetes Security Specialist (CKS)

    Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, MITRE ATT&CK Framework, Kubernetes, Role-Based Access Control (RBAC), Hardening, Incident Response, Identity and Access Management, Infrastructure Security, Threat Management, Network Security, DevSecOps, Cloud-Native Computing, Threat Detection, Intrusion Detection and Prevention, Public Key Infrastructure, Cloud Security, Firewall, Continuous Monitoring, Application Security

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Advanced Asset Creation and Unreal Engine Integration

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Virtual Environment, Augmented and Virtual Reality (AR/VR), Game Design, Computer Graphics, Visualization (Computer Graphics), Animations

    Intermediate · Course · 3 - 6 Months

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    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: LangChain, LLM Application, Real Time Data, Application Frameworks, Document Management, Data Store, Data Quality, Image Analysis

    Intermediate · Course · 1 - 3 Months

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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, Generative AI, Agentic systems, OpenAI, LangChain, Prompt Patterns, Tool Calling, LLM Application, Artificial Intelligence, Large Language Modeling, Responsible AI, Software Architecture, Scalability, Application Deployment, System Design and Implementation, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Engineering Genetic Circuits: Abstraction Methods

    Skills you'll gain: Markov Model, Mathematical Modeling, Engineering Analysis, Computational Thinking, Electrical and Computer Engineering, Biological Engineering, Failure Analysis, Hazard Analysis, Simulation and Simulation Software, Differential Equations, Chemical and Biomedical Engineering

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Practical Cybersecurity Fundamentals

    Skills you'll gain: MITRE ATT&CK Framework, Penetration Testing, Incident Response, Cyber Threat Hunting, Cybersecurity, Cyber Threat Intelligence, DevSecOps, Cloud Security, Patch Management, Cyber Security Assessment, Exploitation techniques, Network Security, Computer Security Incident Management, Business Continuity, Cryptography, Responsible AI, Threat Modeling, Information Systems Security, DevOps, Disaster Recovery

    Beginner · Specialization · 1 - 3 Months

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    Google Cloud

    IA generativa: conceitos básicos

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Artificial Intelligence, Large Language Modeling, Data-Driven Decision-Making, Machine Learning, Unstructured Data, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Image Generation - 繁體中文

    Skills you'll gain: Generative AI, Generative Model Architectures, Image Analysis, Large Language Modeling, Prompt Engineering, Physics, Physical Science

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    3D Character Design Workshop with Nomad Sculpt

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Animation and Game Design, Visualization (Computer Graphics), Creative Design, Color Theory

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment, Deep Learning, Cloud Hosting, Restful API

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Big Data, Cloud Development, Artificial Intelligence, Machine Learning, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    Packt

    Clustering and Classification with Machine Learning in R

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Exploratory Data Analysis, Classification And Regression Tree (CART), Feature Engineering, Random Forest Algorithm, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation

    Beginner · Course · 1 - 3 Months

Searches related to predictive modeling

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

  • Certified Kubernetes Security Specialist (CKS): Pearson
  • Advanced Asset Creation and Unreal Engine Integration: Packt
  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt
  • GenAI Foundations and AI Agents Development: Starweaver
  • Engineering Genetic Circuits: Abstraction Methods: University of Colorado Boulder
  • Practical Cybersecurity Fundamentals: Pearson
  • IA generativa: conceitos básicos: Google Cloud
  • Introduction to Image Generation - 繁體中文: Google Cloud
  • 3D Character Design Workshop with Nomad Sculpt: Skillshare
  • Introduction to Transformer Models for NLP: Unit 3: Pearson

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