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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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    John Wiley & Sons

    Data Management, Databases, and Big Data

    Skills you'll gain: Information Management, Data Management, Data Governance, Database Management, Relational Databases, Database Systems, Data Modeling, Data Warehousing, Database Design, Data Strategy, Data Mart, Data Infrastructure, Data Quality, Business Intelligence, Data Integrity, SQL, Decision Support Systems, Big Data, Data-Driven Decision-Making, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Business Analyst's Career Master Plan

    Skills you'll gain: Requirements Elicitation, Business Analysis, Process Analysis, Requirements Analysis, Business Systems Analysis, Systems Analysis, Professional Development, Analysis, Operational Analysis, Requirements Management, Business Analysis Tools, Business Requirements, Stakeholder Engagement, Business Analytics, Business Workflow Analysis, People Development, Consulting, Project Management Institute (PMI) Methodology, Business Communication, Creative Thinking

    Beginner · Course · 3 - 6 Months

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    Microsoft

    Microsoft Fabric Analytics Engineer

    Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Microsoft Azure, Azure DevOps, Star Schema, Dataflow, Interviewing Skills, Extract, Transform, Load, Azure DevOps Pipelines, Professional Development, Dependency Analysis, Power BI, Transaction Processing, Microsoft Power Platform, Transact-SQL, PySpark, Web Presence

    Advanced · Professional Certificate · 3 - 6 Months

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    DeepLearning.AI

    Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Prompt Engineering, Vector Databases, Embeddings, System Monitoring, Application Security, Fine-tuning, Artificial Intelligence, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    214 reviews

    Intermediate · Course · 1 - 3 Months

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    Hugging Face

    Building AI Apps with Hugging Face Spaces and Gradio

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Deployment, Transfer Learning, UI Components, Real Time Data, Data Preprocessing, Model Evaluation, Application Design, Event-Driven Programming, Model Training, Applied Machine Learning, Cloud Deployment, AI Workflows, Large Language Modeling, Application Deployment, Data Processing, Application Programming Interface (API), User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Model Deployment, Generative AI, Agentic Workflows, Microsoft Azure, AI Workflows, Model Evaluation, Model Training, Fine-tuning, Microsoft Development Tools, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Optimization, Agentic systems

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Designing and Building Web APIs with ASP.NET Core

    Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management

    Intermediate · Course · 1 - 3 Months

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    Universidad de Palermo

    Inteligencia Artificial y Ciencia de Datos para Negocios

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, ChatGPT, Prompt Engineering Tools, Responsible AI, Generative AI, Data Ethics, Business Intelligence, Organizational Leadership, Business Analytics, Large Language Modeling, Culture Transformation, AI Security, AI literacy, Artificial Intelligence, Business, Data Science, Emerging Technologies, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Stakeholder Communication & Governance

    Skills you'll gain: Audit Working Papers, Stakeholder Communications, Technical Communication, Tax Compliance, Consulting, Tax Returns, Concision, Stakeholder Management, Stakeholder Engagement, File Management, Data Governance, Auditing, Technical Writing, Tax, Ethical Standards And Conduct, Requirements Analysis, Corporate Tax, ChatGPT, Communication, Microsoft Excel

    Beginner · Course · 3 - 6 Months

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Portfolio Risk, Derivatives, Financial Market, Risk Modeling, Securities (Finance), Futures Exchange, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    198 reviews

    Advanced · Course · 1 - 3 Months

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    Michigan State University

    Art for Games

    Skills you'll gain: Unity Engine, Animations, 3D Modeling, Storyboarding, Color Theory, Animation and Game Design, 3D Assets, Cinematography, Video Game Development, Game Design, Adobe Photoshop, Autodesk Maya, Computer Graphics, Design Elements And Principles, Visualization (Computer Graphics), Conceptual Design, Graphics Software, Photo Editing, Computer Graphic Techniques, Design

    4.5
    Rating, 4.5 out of 5 stars
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    442 reviews

    Beginner · Specialization · 3 - 6 Months

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    M

    Multiple educators

    Foundations of Cloud Analytics

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Cloud Solutions, Cloud Security, Business Analytics, Infrastructure as Code (IaC), Team Oriented, Virtual Machines, Exploratory Data Analysis, Hybrid Cloud Computing, Data Management, Data Visualization Software, Process Design, System Monitoring, Enterprise Security, Software As A Service, Data Processing, Data Manipulation, Statistical Software, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
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    124 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Data Management, Databases, and Big Data: John Wiley & Sons
  • The Business Analyst's Career Master Plan: Packt
  • Microsoft Fabric Analytics Engineer: Microsoft
  • Retrieval Augmented Generation (RAG): DeepLearning.AI
  • Building AI Apps with Hugging Face Spaces and Gradio: Hugging Face
  • Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents: Whizlabs
  • Designing and Building Web APIs with ASP.NET Core: Packt
  • Inteligencia Artificial y Ciencia de Datos para Negocios: Universidad de Palermo
  • Stakeholder Communication & Governance: Coursera
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne

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