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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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    Whizlabs

    Exam Prep DP-100: Microsoft Azure Data Scientist Associate

    Skills you'll gain: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning

    Intermediate · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Spacecraft Relative Motion Control

    Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Linear Algebra, Differential Equations, Applied Mathematics, Mathematical Theory & Analysis

    Advanced · Course · 1 - 4 Weeks

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    University of Alberta

    캡스톤 : 소프트웨어 제품 관리 실전 프로젝트

    Skills you'll gain: Sprint Planning, Agile Software Development, Product Demonstration, Agile Methodology, Requirements Analysis, Agile Project Management, Risk Management, Agile Product Development, Virtual Environment, Product Requirements, Product Management, Backlogs, Customer Communications Management, Customer Service, Presentations, User Story, Team Management, Prioritization

    Mixed · Course · 1 - 3 Months

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    Starweaver

    AI Innovations with Open Tools in Healthcare Processes

    Skills you'll gain: Medical Privacy, General Data Protection Regulation (GDPR), Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, OpenAI, Data Ethics, Clinical Documentation, Responsible AI, Clinical Informatics, AI Enablement, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, ChatGPT, Healthcare Industry Knowledge, AI Personalization, Automation, Medical Coding

    Intermediate · Course · 1 - 3 Months

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    Codio

    Multimodal Generative AI: Vision, Speech, and Assistants

    Skills you'll gain: OpenAI API, OpenAI, Image Analysis, Generative AI, ChatGPT, LLM Application, Multimodal Prompts, Application Programming Interface (API), Large Language Modeling, Artificial Intelligence, Natural Language Processing, Computer Vision

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    LLM Benchmarking and Evaluation Training

    Skills you'll gain: LLM Application, LangChain, Large Language Modeling, Model Evaluation, ChatGPT, Generative AI, Prompt Engineering, Application Development, Analytics, Natural Language Processing, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado System

    Systems Engineering Fundamentals Part 2

    Skills you'll gain: Systems Engineering, Verification And Validation, Systems Architecture, Configuration Management, Systems Development, Systems Development Life Cycle, Systems Design, Reliability, Risk Management, Risk Management Framework, Systems Analysis, Systems Integration, Requirements Analysis, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    Institut Mines-Télécom

    Data intelligence for businesses and managers

    Skills you'll gain: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Driverless AI Starter Course

    Skills you'll gain: Data Preprocessing, Predictive Modeling, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Analysis, Machine Learning, Model Evaluation, Model Deployment, Interactive Data Visualization, Data Import/Export, Virtual Environment

    Intermediate · Course · 1 - 3 Months

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    Vanderbilt University

    Qualitative Methods for Quantitative People (with GenAI)

    Skills you'll gain: Large Language Modeling, Responsible AI, Decision Making, Team Management, Resource Allocation, Generative AI, Qualitative Research, Prompt Engineering, Analysis, Communication, Project Management, Data Ethics, Data-Driven Decision-Making, Data Storytelling, Data Visualization

    2.8
    Rating, 2.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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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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    EDUCBA

    Advanced Unity Projects: RPG, Level Design & VFX

    Skills you'll gain: Animation and Game Design, Unity Engine, Game Design, 3D Assets, User Interface (UI), Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, User Interface (UI) Design, Computer Graphic Techniques, Visualization (Computer Graphics), User Interface and User Experience (UI/UX) Design, Color Theory, Performance Tuning, Frontend Performance, Geospatial Mapping, C# (Programming Language), Scripting, Data Persistence

    4.9
    Rating, 4.9 out of 5 stars
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    31 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
  • Spacecraft Relative Motion Control: University of Colorado Boulder
  • 캡스톤 : 소프트웨어 제품 관리 실전 프로젝트: University of Alberta
  • AI Innovations with Open Tools in Healthcare Processes: Starweaver
  • Multimodal Generative AI: Vision, Speech, and Assistants: Codio
  • LLM Benchmarking and Evaluation Training: Simplilearn
  • Systems Engineering Fundamentals Part 2: University of Colorado System
  • Data intelligence for businesses and managers: Institut Mines-Télécom
  • H2O Driverless AI Starter Course: H2O.ai
  • Qualitative Methods for Quantitative People (with GenAI): Vanderbilt University

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