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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


  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Tool Calling, Large Language Modeling, OpenAI API, LLM Application, Multimodal Prompts, OpenAI, GitHub Copilot, Spring Framework, AI Integrations, Generative AI, Image Analysis, Embeddings, Spring Boot, Vector Databases, Real Time Data

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Building Your First Multi-Agent AI System with CrewAI

    Skills you'll gain: CrewAI, Prompt Engineering, AI Workflows, AI Orchestration, Context Engineering, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, Large Language Modeling, Workflow Management, Generative AI, Virtual Environment, Python Programming, Model Evaluation, Development Environment

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Validate New Ideas for Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Market Research, User Research, Customer Insights, Customer Analysis, Competitive Analysis, Market Analysis, Ideation, Data-Driven Decision-Making, New Business Development, Sales Presentations, Stakeholder Engagement, Fundraising and Crowdsourcing, Entrepreneurial Finance, Presentations, Innovation, Business Modeling, Professional Networking, Strategic Partnership

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Leeds

    Introduction to Technology-Assisted Decision-Making

    Skills you'll gain: Resource Allocation, Production Planning, Graph Theory, Data-Driven Decision-Making, Production Schedule, Decision Making, Mathematical Modeling, Network Planning And Design, Mathematical Software, Model Optimization, Computational Logic, Algorithms, Cryptography

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    STARWEAVER

    Credit Analysis in Action: Economic and Industry Essentials

    Skills you'll gain: Commercial Lending, Lending and Underwriting, Credit Risk, Loans, Environmental Social And Corporate Governance (ESG), Portfolio Risk, Loan Documentation, Risk Mitigation, General Lending, Bank Regulations, Risk Management Framework, Risk Management, Financial Regulation, Derivatives, Risk Modeling, Regulatory Compliance, Compliance Management, Business Valuation, Business Modeling, Structural Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Data Analytics with Teradata

    Skills you'll gain: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Systems, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Relational Databases, Data Architecture, Advanced Analytics, Analytics, Data Analysis, Business Intelligence, Data-Driven Decision-Making

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze and Shortlist Top Suppliers

    Skills you'll gain: Strategic Sourcing, Supplier Risk Management, Supplier Performance Management, Case Studies, Supplier Management, Workflow Management, Procurement, Management Reporting, Performance Reporting, Vendor Management, Risk Mitigation, Supplier Quality Management, Strategic Decision-Making, Business Reporting, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Negotiation, Statistical Modeling, Data Visualization

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fractal Analytics

    How to Build a Diffusion Model - An Introduction

    Skills you'll gain: Model Evaluation, Model Training, Generative AI, Data Preprocessing, Model Optimization, Fine-tuning, PyTorch (Machine Learning Library), Machine Learning, Image Quality

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing - Transformers with Hugging Face

    Skills you'll gain: Hugging Face, Large Language Modeling, Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Fine-tuning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Excel 365 Advanced – Power Features and Automation

    Skills you'll gain: Excel Macros, Microsoft Copilot, Pivot Tables And Charts, Excel Formulas, Microsoft Excel, Microsoft 365, ChatGPT, Data Import/Export, Data Modeling, Data Transformation, Data Cleansing, Data Integration, Visual Basic (Programming Language)

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Create A Sales Automation AI Agent With Replit AI - 2026

    Skills you'll gain: Vibe coding, LLM Application, Generative AI Agents, Email Automation, Agentic Workflows, Large Language Modeling, AI Integrations, AI Workflows, Agentic systems, Software As A Service, Prompt Engineering, Tool Calling, Sales Process, Sales Development, Business Logic, No-Code Development, Development Testing, Application Programming Interface (API)

    Mixed · Course · 1 - 3 Months

1…295296297…393

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

  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot: Packt
  • Building Your First Multi-Agent AI System with CrewAI: Edureka
  • Validate New Ideas for Startups: Macquarie University
  • Introduction to Technology-Assisted Decision-Making: University of Leeds
  • Credit Analysis in Action: Economic and Industry Essentials: STARWEAVER
  • Data Analytics with Teradata: LearnQuest
  • Analyze and Shortlist Top Suppliers: Coursera
  • How to Build a Diffusion Model - An Introduction: Fractal Analytics
  • Natural Language Processing - Transformers with Hugging Face: Packt

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