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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
    C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Model Evaluation, Transfer Learning, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • I

    Illinois Institute of Technology

    Bachelor in Information Technology

    Skills you'll gain: Industrial and Organizational Psychology, Infrastructure As A Service (IaaS), Data Storytelling, Cloud-Native Computing, Serverless Computing, Javascript and jQuery, Network Troubleshooting, Database Management Systems, Time Series Analysis and Forecasting, Open Source Technology, Project Scoping, Networking Hardware, Virtualization, Unified Modeling Language, Cybersecurity, Cloud Security, Computer Hardware, Design Thinking, Team Oriented, DevSecOps

    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, LLM Application, Large Language Modeling, Model Deployment, Application Security, Security Controls, Integration Testing, Application Programming Interface (API), System Configuration, Application Development

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Maestría en Dirección de Empresas (MBA)

    Skills you'll gain: Key Performance Indicators (KPIs), Data Storytelling, Selling Techniques, Strategic Marketing, Human Capital, Business Modeling, Portfolio Management, Management Accounting, Business Planning, Digital Transformation, Marketing Management, Corporate Sustainability, Technology Strategies, Entrepreneurial Finance, Business Analytics, Team Leadership, Equities, Branding, Digital Advertising, Teamwork

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Penelusuran Vektor dan Embedding

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Embeddings, Vector Databases, Generative AI, Semantic Web, Natural Language Processing, Google Cloud Platform

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery로 임베딩, 벡터 검색, RAG 만들기

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, Google Gemini, Prompt Engineering, Large Language Modeling, AI Workflows, Google Cloud Platform, Responsible AI

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Threat Intelligence - 简体中文

    Skills you'll gain: Threat Detection, Cyber Threat Intelligence, Cyber Threat Hunting, Endpoint Detection and Response, Threat Modeling, Cybersecurity, AI Security, Incident Response, Continuous Monitoring, Vulnerability Management, Vulnerability Scanning, Vulnerability Assessments, Google Gemini

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Nikolai Schuler

    Microsoft Power BI Desktop - The Practical Bootcamp

    Skills you'll gain: Data Storytelling, Power BI, Interactive Data Visualization, Data Visualization, Advanced Analytics, Data Modeling, Data Transformation, Dashboard, Data Visualization Software, Data Manipulation, Data Analysis, Data Integration, Data Cleansing, Data Import/Export, Performance Tuning, Software Installation

    Beginner · Course · 1 - 3 Months

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Social Network Analysis, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian School of Business

    Certificate in Strategic Leadership

    Skills you'll gain: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities

    University Certificate · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: como proteger implantações de IA

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, Threat Modeling, Large Language Modeling, Security Testing, Vulnerability Scanning, Security Controls, System Configuration, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

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

  • Fine-tuning Text Models with PEFT: Coursera
  • Bachelor in Information Technology: Illinois Institute of Technology
  • Model Armor:保護您部署的 AI 應用程式: Google Cloud
  • Maestría en Dirección de Empresas (MBA): Universidad de Palermo
  • Penelusuran Vektor dan Embedding: Google Cloud
  • Secure AI Interpret and Protect Models: Coursera
  • BigQuery로 임베딩, 벡터 검색, RAG 만들기: Google Cloud
  • Google Threat Intelligence - 简体中文: Google Cloud
  • Microsoft Power BI Desktop - The Practical Bootcamp: Nikolai Schuler
  • Master of Science in Data Science (Statistics): University of Leeds

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