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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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    Simplilearn

    Linear Algebra for ML and Analytics Training

    Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Applied Machine Learning, Analytics, Data Science

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Physical Red Teaming

    Skills you'll gain: Cyber Security Assessment, Cybersecurity, Vulnerability Assessments, Persona Development, Coordination, Safety and Security

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Introduction to Large Language Models - Deutsch

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Generative AI, LLM Application

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Unity Advanced Game Development, Physics & GUI

    Skills you'll gain: Unity Engine, Scripting, User Interface (UI), Torque (Physics), Responsive Web Design, User Interface (UI) Design, Object Oriented Programming (OOP), C# (Programming Language), Game Design, Animation and Game Design, Animations, Interactive Design, Video Game Development, Mechanics, Simulations, Event-Driven Programming, Mathematical Modeling, Physics, Debugging, Linear Algebra

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Unreal Engine Game World & Environment Design

    Skills you'll gain: Unreal Engine, Animations, Video Editing, Virtual Environment, Unity Engine, 3D Modeling, 3D Assets, Game Design, Video Production, Debugging, Visualization (Computer Graphics), Video Game Development, Interactive Design, Virtual Reality, Design Strategies, Computer Graphics, Software Installation, Animation and Game Design, System Configuration, Storytelling

    Beginner · Specialization · 3 - 6 Months

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    Pearson

    The Pearson Complete Course for CISM Certification: Unit 4

    Skills you'll gain: Disaster Recovery, Business Continuity, Threat Modeling, Threat Detection, Cyber Attacks, Security Awareness, Risk Analysis, Compliance Management, Regulatory Requirements, Business Analysis, Investigation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Introduction to DeepSeek

    Skills you'll gain: Deepseek, Responsible AI, LLM Application, Generative Model Architectures, AI Product Strategy, Application Deployment, Data Ethics, Case Studies, Prompt Engineering, Automation, Integration Testing, Process Optimization, Program Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Fractal Analytics

    Advanced Data Techniques for Enterprise AI Systems

    Skills you'll gain: Data Governance, Data Strategy, Data Ethics, Responsible AI, Data Management, Data Architecture, Metadata Management, Data Store, Data Loss Prevention, Data Security, Interoperability, Docker (Software), Data Storage, Data Processing, Semantic Web, Generative AI Agents, Real Time Data, Large Language Modeling, Machine Learning, Agentic systems

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Technical Communication, Technical Product Management, Program Evaluation, Performance Metric, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, Large Language Modeling, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

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

    Skills you'll gain: Email Automation, Analytics, LLM Application, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

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    Skillshare

    Blender for Filmmakers: Create Floating 3D Objects

    Skills you'll gain: Animations, Adobe After Effects, Computer Graphics, 3D Modeling, 3D Assets, Animation and Game Design, Motion Graphics, Image Quality, Visualization (Computer Graphics), Post-Production, Video Editing, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

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    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Linear Algebra for ML and Analytics Training: Simplilearn
  • Physical Red Teaming: Packt
  • Introduction to Large Language Models - Deutsch: Google Cloud
  • Unity Advanced Game Development, Physics & GUI: EDUCBA
  • Unreal Engine Game World & Environment Design: EDUCBA
  • The Pearson Complete Course for CISM Certification: Unit 4: Pearson
  • Introduction to DeepSeek: Coursera
  • Advanced Data Techniques for Enterprise AI Systems: Fractal Analytics
  • Data and Machine Learning for Technical Product Managers: Coursera
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: Packt

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