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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 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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    Dassault Systèmes

    xDesign Revolution and Cut Features

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Mechanical Design, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Econometrics - Theory and Practice

    Skills you'll gain: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Packt

    Applied Generative AI & NLP with Python

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Hugging Face, Generative AI, OpenAI API, Natural Language Processing, Large Language Modeling, OpenAI, LLM Application, Transfer Learning, Embeddings, Python Programming, Model Evaluation

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Developing Data Models with LookML 日本語版

    Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Database Design, Performance Tuning, Exploratory Data Analysis, Data Integration, SQL, Integrated Development Environments, Git (Version Control System)

    Intermediate · Course · 1 - 3 Months

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 3

    Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks

    Advanced · Course · 1 - 3 Months

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    Simplilearn

    Generative AI in Deployment Training

    Skills you'll gain: Infrastructure as Code (IaC), Model Deployment, Generative AI, Application Deployment, CI/CD, Amazon Elastic Compute Cloud, Continuous Deployment, AI Enablement, Cloud Deployment, Jenkins, Amazon Web Services, Terraform, Cloud Infrastructure, Kubernetes, Docker (Software), Microsoft Copilot, Requirements Analysis, Release Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    LangChain Course for LLM Application Development

    Skills you'll gain: LangChain, LLM Application, Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Hugging Face, AI Workflows, Context Management, Generative AI Agents, Vector Databases, Prompt Engineering, Semantic Web

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts)

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Integration, Microsoft Excel, File Management, Data Import/Export, ChatGPT, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Ingesting DICOM Data with the Healthcare API

    Skills you'll gain: Data Import/Export, Health Informatics, Cloud API, Google Cloud Platform, Health Information Management, Data Store, Medical Records, Clinical Data Management, Cloud Management, Medical Imaging, Cloud Computing, Application Programming Interface (API), Data Modeling

    Beginner · Project · Less Than 2 Hours

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    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 7

    Skills you'll gain: Requirements Elicitation, Business Analysis, Business Requirements, Requirements Analysis, Business Process, Product Roadmaps, Stakeholder Analysis, Agile Methodology, Needs Assessment, Business Communication

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Game Development, Data Science, and Machine Learning

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Game Design, Data Science, Animation and Game Design

    Intermediate · Course · 3 - 6 Months

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

  • RESTful API Project - Employee Management System Tool: EDUCBA
  • xDesign Revolution and Cut Features: Dassault Systèmes
  • Econometrics - Theory and Practice: O.P. Jindal Global University
  • Applied Generative AI & NLP with Python: Packt
  • Developing Data Models with LookML 日本語版: Google Cloud
  • H2O ai Large Language Models (LLMs) - Level 3: H2O.ai
  • Generative AI in Deployment Training: Simplilearn
  • LangChain Course for LLM Application Development: Simplilearn
  • Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts): Packt
  • Ingesting DICOM Data with the Healthcare API: Google Cloud

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