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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


  • D

    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence

    ★ 4.5 (13) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    ★ 3.8 (26) · Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep PL-400: Microsoft Power Platform Developer Assoc.

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Data Analysis Expressions (DAX), Power Apps Component Framework, Power BI, Microsoft Azure, Dashboard Creation, Business Workflow Analysis, Process Analysis, Microsoft Copilot, AI Workflows, Business Process Automation, Workflow Management, Process Optimization, Automation, Data Integration, Microsoft Visual Studio, Restful API, Application Lifecycle Management, JSON

    ★ 2.5 (18) · Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Project Finance: Analyze, Evaluate & Model

    Skills you'll gain: Project Finance, Financial Modeling, Feasibility Studies, Project Risk Management, Risk Management, Risk Analysis, Financial Analysis, Stakeholder Communications, Capital Budgeting, Cost Management, Cost Estimation, Financial Forecasting, Business Valuation, Financial Statement Analysis, Cash Flow Forecasting, Cash Flows

    ★ 4.6 (21) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, Tool Calling, Embeddings, OpenAI API, ChatGPT, Google Gemini, AI Workflows, Generative AI Agents, Token Optimization, Agentic Workflows

    ★ 4.3 (32) · Beginner · Course · 1 - 4 Weeks

  • H

    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Data Modeling, Mathematical Modeling, Excel Formulas, Business Modeling, Business Analysis, Operations Research, Business Process, Financial Modeling, Investment Management, Process Optimization, Applied Mathematics, Data-Driven Decision-Making, Business Strategy, Revenue Management, Trend Analysis, Resource Allocation

    ★ 4.7 (23) · Intermediate · Course · 1 - 4 Weeks

  • D

    Dassault Systèmes

    SOLIDWORKS Feature Patterns and Sweeps

    Skills you'll gain: Computer-Aided Design, Design Software, Technical Design, 3D Modeling, Mechanical Engineering

    ★ 4.8 (16) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Generative AI - Italiano

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Gemini, Gemini, AI literacy, Artificial Intelligence, Large Language Modeling, Deep Learning, Machine Learning

    ★ 4.5 (20) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AutoCAD 2023 Masterclass - Produce Amazing Site Plans

    Skills you'll gain: Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Engineering Drawings, Computer-Aided Design, Autodesk, Architecture and Construction, Architectural Design, Design Software, Document Management, Data Import/Export, File Management, Design, System Configuration

    ★ 4.6 (60) · Beginner · Course · 3 - 6 Months

  • U

    University of Colorado System

    Software Requirements Prioritization: Risk Analysis

    Skills you'll gain: Requirements Analysis, Risk Management Framework, Risking, Scalability, Software Visualization

    ★ 4.6 (113) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    System & Network Security Essentials

    Skills you'll gain: Cybersecurity, Network Security, Cyber Attacks, Penetration Testing, Cyber Security Assessment, Application Security, Cyber Security Strategy, Cyber Threat Intelligence, Vulnerability Scanning, Security Controls, Network Monitoring, Data Security, Cyber Risk

    ★ 4.7 (50) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Mortgage for Underwriters

    Skills you'll gain: Regulatory Compliance, Underwriting, Regulatory Requirements, Lending and Underwriting, Law, Regulation, and Compliance, Compliance Management, Regulation and Legal Compliance, Mortgage Loans, Credit Risk, Risk Mitigation, Risk Management, Quality Control, Responsible AI, Risk Analysis, AI Integrations, Financial Analysis, Decision Making, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Science for Agile Decision-Making: Duke University
  • Data Science at Scale - Capstone Project: University of Washington
  • Exam Prep PL-400: Microsoft Power Platform Developer Assoc.: Whizlabs
  • Project Finance: Analyze, Evaluate & Model: EDUCBA
  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Fundamentals of Business Problem Solving: Howard University
  • SOLIDWORKS Feature Patterns and Sweeps: Dassault Systèmes
  • Introduction to Generative AI - Italiano: Google Cloud
  • AutoCAD 2023 Masterclass - Produce Amazing Site Plans: Packt
  • Software Requirements Prioritization: Risk Analysis: University of Colorado System

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