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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


  • Status: Free Trial
    Free Trial
    D

    Duke University

    Managing Big Data with MySQL

    Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Database Management, Data Modeling, Query Languages, Databases, Big Data, Business Analysis, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, User Experience Design, Vulnerability Assessments, Database Theory, Unified Modeling Language, Unit Testing, Usability, UI/UX Research, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Vulnerability Management, Data Flow Diagrams (DFDs), Relational Databases, Software Visualization, Security Software, Systems Development Life Cycle, Software Development Life Cycle

    4.6
    Rating, 4.6 out of 5 stars
    ·
    438 reviews

    Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    Credit Risk Analytics

    Skills you'll gain: Operational Risk, Model Evaluation, Credit Risk, Exploratory Data Analysis, Lending and Underwriting, Data Preprocessing, Commercial Lending, Risk Control, Risk Management, Risk Modeling, Banking, Analysis, Financial Statements, Financial Controls, Financial Market, Logistic Regression, Analytics, Cash Flows, Working Capital, Research

    5
    Rating, 5 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford Online

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Health Equity, Health Disparities, Clinical Informatics, Precision Medicine, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    348 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    2

    28DIGITAL

    Value Creation Through Innovation

    Skills you'll gain: Closing (Sales), Business Modeling, Cold Calling, Design Thinking, Customer Analysis, Entrepreneurship, Selling Techniques, Market Opportunities, Innovation, Sales Process, Market Analysis, Marketing, General Sales Practices, Ideation, Marketing Strategy and Techniques, Target Market, Marketing Strategies, Competitive Analysis, Business Strategy, Strategic Marketing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    726 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    AI LLM Fundamentals: Intro to Large Language Models+ChatGPT

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Salesforce Development with Real-World Project - Part 01

    Skills you'll gain: Visualforce, Salesforce Development, Salesforce, Application Development, Salesforce Object Query Language (SOQL), Restful API, Application Programming Interface (API), Web Services, Data Modeling, API Testing, Javascript, Data Access, SQL, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Introduction to Mechanics

    Skills you'll gain: Mechanics, Torque (Physics), Physics, Problem Solving, Mechanical Engineering, Calculus, Graphing, Physical Science, Mathematical Modeling, Algebra, Applied Mathematics, Trigonometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    320 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    192 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    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: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Instructional Design and Digital Learning Strategy

    Skills you'll gain: Agile Methodology, Project Planning, Needs Assessment, Instructional Design, Education Software and Technology, Project Coordination, Digital pedagogy, Learning Theory, Communication Planning, Project Management Life Cycle, Pedagogy, Technology Solutions, Project Scoping, Sprint Planning, Instructional Strategies, Stakeholder Communications, Project Estimation, Risk Management, Stakeholder Management, Learning Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Managing Big Data with MySQL: Duke University
  • Secure Software Design: University of Colorado System
  • Credit Risk Analytics: EDUCBA
  • Evaluations of AI Applications in Healthcare: Stanford Online
  • Value Creation Through Innovation: 28DIGITAL
  • Generative AI for NLP with PyTorch Capstone Project: IBM
  • AI LLM Fundamentals: Intro to Large Language Models+ChatGPT: Packt
  • Salesforce Development with Real-World Project - Part 01: Packt
  • Introduction to Mechanics: Rice University
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University

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