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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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    EDUCBA

    RESTful API Project - Employee Management System Tool

    Skills you'll gain: API Design, Restful API, Application Deployment, Spring Boot, Back-End Web Development, Data Modeling, Software Architecture, Object-Relational Mapping, System Configuration, Software Design, Application Development, Java Platform Enterprise Edition (J2EE), Business Logic

    Mixed · Course · 1 - 4 Weeks

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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), User Interface (UI), Application Performance Management, Software Development Tools, Software Design, Computer Graphics, Performance Tuning, Scripting

    Mixed · Course · 1 - 3 Months

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    Coursera

    Canvas de propuesta de valor con Miro

    Skills you'll gain: Value Propositions, Collaborative Software, Business Modeling, Project Design, Customer experience strategy (CX)

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Comparable Company Valuation – Advanced Analysis & Cases

    Skills you'll gain: Market Share, Financial Statement Analysis, Case Studies, Estimation, Business Valuation, Financial Analysis, Competitive Analysis, Financial Modeling, Market Analysis, Growth Strategies, International Finance, Financial Forecasting, Benchmarking, Spreadsheet Software

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Grounding Gemini Models in Vertex AI

    Skills you'll gain: Google Gemini, Prompt Engineering, Google Cloud Platform, Generative AI, Prompt Patterns, Large Language Modeling

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Analyze Customer Reviews with Gemini Using SQL

    Skills you'll gain: Google Gemini, Text Mining, Google Cloud Platform, Data Management, Image Analysis, Big Data, Unstructured Data, SQL, Large Language Modeling, Data Analysis, Statistical Reporting, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    UiPath

    UiPath Agentic Automation Associate

    Skills you'll gain: Generative AI, LLM Application, No-Code Development

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

    Intermediate · Course · 1 - 3 Months

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    Pearson

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

    Skills you'll gain: Large Language Modeling, Generative Model Architectures, Multimodal Prompts, Prompt Engineering, Deep Learning, Application Deployment, Reinforcement Learning, Image Analysis, Performance Tuning, Computer Vision

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

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

  • RESTful API Project - Employee Management System Tool: EDUCBA
  • Unity: Master Procedural Fractal & Spline Design: EDUCBA
  • Canvas de propuesta de valor con Miro: Coursera
  • Comparable Company Valuation – Advanced Analysis & Cases: EDUCBA
  • Grounding Gemini Models in Vertex AI: Google Cloud
  • Analyze Customer Reviews with Gemini Using SQL: Google Cloud
  • UiPath Agentic Automation Associate: UiPath
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Data Warehousing and Integration Part 2: Northeastern University

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