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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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    Google Cloud

    Machine Learning in the Enterprise - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Governance, Enterprise Modeling, Model Deployment, AI Workflows, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Machine Learning, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    University of Colorado System

    Nonlinear Kalman Filters (and Parameter Estimation)

    Skills you'll gain: Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, Calculus, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    NLP – Machine Learning Models in Python

    Skills you'll gain: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building Modular Monoliths with .NET 8

    Skills you'll gain: Microservices, .NET Framework, Software Design Patterns, Software Design, Object-Relational Mapping, ASP.NET, Software Architecture, C# (Programming Language), Enterprise Architecture, Maintainability, Docker (Software), Database Systems, Business Logic, Development Environment

    Intermediate · Course · 1 - 3 Months

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    Packt

    Foundations of Unreal Engine 5 and Basic Environment Design

    Skills you'll gain: 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Game Design, Animation and Game Design, User Interface (UI), Scalability, Performance Tuning, Design

    Beginner · Course · 3 - 6 Months

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    Coursera

    Simulation of Call Centre Operations Using R Simmer

    Skills you'll gain: Simulations, Resource Management, Call Center Experience, Process Management, Workflow Management, Data Analysis, Process Analysis, Plot (Graphics), R Programming, Statistical Analysis, Statistical Modeling

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Creating LLM powered NPCs

    Skills you'll gain: 3D Modeling, Animation and Game Design, Large Language Modeling, Generative AI, ChatGPT, Augmented and Virtual Reality (AR/VR), Prompt Engineering, Virtual Environment, Persona Development, Storytelling, AI Enablement, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Mastering MongoDB 7.0

    Skills you'll gain: MongoDB, Data Modeling, Query Languages, Data Security, Database Architecture and Administration, NoSQL, System Monitoring, Database Management, Development Environment, Performance Tuning, Scalability, Encryption, Data Transformation

    Intermediate · Course · 3 - 6 Months

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    Packt

    Building a Strong Business Foundation

    Skills you'll gain: Business Modeling, Value Propositions, Business Planning, Customer Analysis, User Research, Target Audience, Business Marketing, Financial Management, Marketing Strategies, Entrepreneurship, Customer Acquisition Management, Market Opportunities, Email Marketing, Business Development, Social Media Marketing, Interviewing Skills, Product Development, Search Engine Optimization

    Beginner · Course · 1 - 3 Months

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, Large Language Modeling, Embeddings, Responsible AI, AI Personalization, Cost Management, Artificial Intelligence, AI Enablement, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Universidade de São Paulo

    Modelagem de sistemas soft (SSM)

    Skills you'll gain: Systems Thinking, Systems Analysis, Business Modeling, Business Systems Analysis, Complex Problem Solving, Conceptual Design, Analysis, Process Improvement, Service Improvement, Organizational Change, Change Management, Decision Making, Model Evaluation

    Beginner · Course · 1 - 3 Months

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    Packt

    Power BI Masterclass 8 -Python, Finance, and Advanced DAX

    Skills you'll gain: Financial Data, Financial Analysis, Analytics

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning in the Enterprise - Français: Google Cloud
  • Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
  • NLP – Machine Learning Models in Python: Packt
  • Building Modular Monoliths with .NET 8: Packt
  • Foundations of Unreal Engine 5 and Basic Environment Design: Packt
  • Simulation of Call Centre Operations Using R Simmer: Coursera
  • Creating LLM powered NPCs: Coursera
  • Mastering MongoDB 7.0: Packt
  • Building a Strong Business Foundation: Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson

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