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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • U

    University of London

    Master of Science in Cyber Security

    Skills you'll gain: Key Management, Security Management, Human Factors (Security), Application Security, Information Privacy, Cyber Governance, Infrastructure Security, Cryptography, Threat Modeling, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Authorization (Computing), Network Security, Data Collection, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Model Armor:保護您部署的 AI 應用程式

    Skills you'll gain: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Application Security, Model Deployment, Security Controls, Security Software, Prompt Engineering, Data Security, Integration Testing, API Testing, Application Programming Interface (API), System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor : sécuriser les déploiements d'IA

    Skills you'll gain: AI Security, LLM Application, Large Language Modeling, Open Web Application Security Project (OWASP), Cloud Security, Security Controls, Secure Coding, System Configuration, Vulnerability Management, Cloud API, Google Cloud Platform, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Generative AI, Database Management Systems, MySQL, Model Evaluation, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Machine Interfaces, AI Enablement

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Version Control, Software Testing, Test Automation, Unified Modeling Language, Continuous Integration, Git (Version Control System), Software Architecture, Maintainability, System Testing, JavaScript Frameworks, Software Design, Usability, Acceptance Testing, Web Content Accessibility Guidelines, Test Script Development, Angular, Agile Software Development, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • M

    Microsoft

    Working with large language models using Azure

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Microsoft Azure, ChatGPT, Model Deployment, Embeddings, Application Design, Cloud Applications, Application Deployment, Model Evaluation, Semantic Web

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Customer Retention

    4.3
    Rating, 4.3 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    S

    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing

    Intermediate · Course · 1 - 3 Months

1…281282283284

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

  • Master of Science in Cyber Security: University of London
  • Model Armor:保護您部署的 AI 應用程式: Google Cloud
  • Model Armor : sécuriser les déploiements d'IA: Google Cloud
  • Master of Science in Computer Science: Clemson University
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Working with large language models using Azure: Microsoft
  • Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver

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