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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

    Advanced Python Features and Functions

    Skills you'll gain: Software Design Patterns, Functional Design, Programming Principles

    Intermediate · Course · 3 - 6 Months

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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Model Deployment, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Cloud Deployment, Vision Transformer (ViT), Model Evaluation, Reinforcement Learning, Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    University of Pennsylvania

    로봇공학: 캡스톤 디자인

    Skills you'll gain: Robotics, Control Systems, Artificial Intelligence, Matlab, Simulation and Simulation Software, Embedded Software, Computer Vision, Mathematical Modeling, Mechanics, Algorithms, Estimation, Differential Equations, Linear Algebra

    Mixed · Course · 1 - 3 Months

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    Packt

    Semantic Kernel SDK for Intelligent Applications

    Skills you'll gain: LLM Application, Prompt Patterns, OpenAI API, Large Language Modeling, AI Enablement, Generative AI Agents, Retrieval-Augmented Generation, OpenAI, Microsoft Azure, AI Orchestration, AI Personalization, Microsoft Development Tools, Development Environment, Microsoft Visual Studio, Artificial Intelligence, Software Development Tools

    Intermediate · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    General Relativity II: Applications

    Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Mechanics, Mathematical Modeling, Scientific Methods

    Mixed · Course · 1 - 3 Months

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    Coursera

    Introduction to DeepSeek

    Skills you'll gain: Deepseek, Model Deployment, AI Enablement, Responsible AI, LLM Application, Generative Model Architectures, Competitive Analysis, AI Workflows, Strategic Planning, AI Personalization, Application Deployment, Data Ethics, Model Evaluation, Case Studies, Prompt Engineering, Cost Benefit Analysis, Automation, Integration Testing, Process Optimization, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Kitbashing and Prop Creation

    Skills you'll gain: 3D Modeling, Simulations, Aesthetics

    Intermediate · Course · 3 - 6 Months

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    IIT Roorkee

    Foundations of Advanced Wireless Communication

    Skills you'll gain: Communication Systems, Wireless Networks, Digital Communications, Telecommunications, Network Architecture, Digital Signal Processing, Algorithms, System Design and Implementation, Mathematical Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    A Detailed Guide to the OWASP Top 10

    Skills you'll gain: Open Web Application Security Project (OWASP), API Design, Application Programming Interface (API), Application Security, Secure Coding, Security Testing, Threat Modeling, Security Controls, Vulnerability Assessments, Authorization (Computing), Cryptography, Authentications, Encryption

    Intermediate · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Modelos de Atribuição

    Skills you'll gain: Resource Allocation, Customer Analysis, Marketing Channel, Marketing Effectiveness, Data Modeling, Sales Strategy, Web Analytics, Big Data, Business Strategy, Marketing Strategies, Cross-Channel Marketing, Marketing Analytics, Data Management

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Python Features and Functions: Packt
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • 로봇공학: 캡스톤 디자인: University of Pennsylvania
  • Semantic Kernel SDK for Intelligent Applications : Packt
  • General Relativity II: Applications: The Hong Kong University of Science and Technology
  • Introduction to DeepSeek: Coursera
  • Advanced Kitbashing and Prop Creation: Packt
  • Foundations of Advanced Wireless Communication: IIT Roorkee

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