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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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    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Vision Transformer (ViT), Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

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    H2O.ai

    Data Science and Machine Learning H2O.ai Platforms

    Skills you'll gain: Model Deployment, Generative AI, Data Wrangling, Project Planning, Responsible AI, Data Preprocessing, Data Governance, Exploratory Data Analysis, Applied Machine Learning, Large Language Modeling, AI Enablement, MLOps (Machine Learning Operations), Data Science, Prompt Engineering, Model Evaluation, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    RESTful API Project - Employee Management System Tool

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Application Deployment, Spring Boot, Spring Framework, Back-End Web Development, Data Modeling, Database Design, Software Architecture, Object-Relational Mapping, System Configuration, Data Persistence, Business Logic

    Mixed · Course · 1 - 4 Weeks

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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, Network Security, DevSecOps, Cloud-Native Computing, Threat Detection, Intrusion Detection and Prevention, Public Key Infrastructure, Cloud Security, Firewall, Continuous Monitoring, Security Engineering, Application Security

    Intermediate · Specialization · 1 - 3 Months

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    Pearson

    SQL for Any IT Professional: Unit 2

    Skills you'll gain: Database Design, Relational Databases, Database Management, Database Development, Database Systems, SQL, Data Integrity, Data Modeling, Data Management, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, AI Security, Artificial Intelligence, Large Language Modeling, Transfer Learning, Generative AI, Model Evaluation, Model Deployment, Information Privacy, Data Security

    Beginner · Course · 1 - 3 Months

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    Packt

    Application Security Program Ignition Guide

    Skills you'll gain: Threat Modeling, DevSecOps, Application Security, Security Requirements Analysis, Vulnerability Management, Threat Management, Security Testing, Security Engineering, Secure Coding, Vulnerability Assessments, Penetration Testing, Security Awareness, Security Strategy, DevOps, Technology Roadmaps, Risk Management Framework, Software Development Life Cycle

    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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    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, People Analytics, Job Analysis, Business Analysis, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

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    Skillshare

    Cinematic Lighting in Maya

    Skills you'll gain: Cinematography, Animation and Game Design, Graphic and Visual Design Software

    Intermediate · Specialization · 1 - 3 Months

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    Skillshare

    Premium Logo Animation in Adobe After Effects: 3D & FX

    Skills you'll gain: Motion Graphics, Adobe After Effects, Animations, Cinematography, 3D Modeling, Logo Design, Computer Graphics, File Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Science Foundations with No-Code Tools: LearnQuest
  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Data Science and Machine Learning H2O.ai Platforms: H2O.ai
  • RESTful API Project - Employee Management System Tool: EDUCBA
  • Certified Kubernetes Security Specialist (CKS): Pearson
  • SQL for Any IT Professional: Unit 2: Pearson
  • Teaching AI on the Edge: Arm
  • Application Security Program Ignition Guide: Packt
  • Unity: Master Procedural Fractal & Spline Design: EDUCBA
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt

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