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  • Supervised Learning

Supervised Learning Courses

Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Popular Supervised Learning Courses and Certifications


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    Pragmatic AI Labs

    Advanced Fine-Tuning in Rust

    Skills you'll gain: Fine-tuning, Hugging Face, Model Training, Large Language Modeling, Transfer Learning, Rust (Programming Language), Data Validation, Model Optimization, Model Deployment, Generative AI, Verification And Validation, System Requirements, Model Evaluation, Generative Model Architectures, Hardware Architecture, Data Quality, Data Compilation

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Advanced Model Architectures & Language AI

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Data Analysis, Applied Machine Learning, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Model Training, Fine-tuning, Model Deployment, Generative AI, Text Mining, Prompt Engineering, Deep Learning, Random Forest Algorithm, Machine Learning, MLOps (Machine Learning Operations)

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Advanced Contract Testing with Pact and Beyond

    Skills you'll gain: API Testing, Integration Testing, Continuous Deployment, Microservices, Software Versioning, Test Script Development, Continuous Integration, Test Automation, CI/CD, API Design, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

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    Packt

    CPRA Compliance: A Practical Implementation Guide

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Security Requirements Analysis, Personally Identifiable Information, Incident Response, Law, Regulation, and Compliance, Regulatory Compliance, Compliance Management, Data Security, Computer Security Incident Management, Regulation and Legal Compliance, Incident Management, Regulatory Requirements, Data Management, Data Access, Security Management, Legal Risk, Data Sharing, Personal Attributes

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - Português Brasileiro

    Skills you'll gain: Image Analysis, Convolutional Neural Networks, Deep Learning, Model Training, Embeddings, Generative Model Architectures, Model Evaluation, Applied Machine Learning, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    Packt

    DevOps Foundations & Development Workflow

    Skills you'll gain: Version Control, Git (Version Control System), CI/CD, DevOps, GitHub, Devops Tools, Linux Commands, Linux, Cloud Infrastructure, Amazon Web Services, Linux Administration, Continuous Integration, Linux Servers, Software Versioning, Cloud Hosting, Amazon Elastic Compute Cloud, Continuous Delivery, Software Development Life Cycle, Flask (Web Framework), Agile Software Development

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Master RAW Editing in Affinity Photo

    Skills you'll gain: Photo Editing, Editing, Photo/Video Production and Technology, Image Quality, Photography, Post-Production

    Beginner · Course · 1 - 3 Months

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    Packt

    Scaling High-Performance Node.js Applications

    Skills you'll gain: Scalability, Node.JS, Distributed Computing, Performance Tuning, Software Architecture, Systems Architecture, OS Process Management, Event-Driven Programming

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    CompTIA DataSys+ Study Guide

    Skills you'll gain: Database Administration, Disaster Recovery, Database Architecture and Administration, Database Systems, Database Management, Database Management Systems, Operational Databases, Data Maintenance, Relational Databases, Databases, Database Design, Data Management, Business Continuity Planning, Database Software, Database Theory, Transaction Processing, Data Governance, Data Security, SQL, Business Continuity

    Intermediate · Specialization · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 5

    Skills you'll gain: File Systems, Linux Administration, Linux, Linux Servers, Linux Commands, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, File Management, Operating Systems, Systems Administration, System Configuration, Data Storage Technologies, System Implementation, System Monitoring, Capacity Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Deutsch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Master ANN Search

    Skills you'll gain: Vector Databases, Embeddings, Retrieval-Augmented Generation, Model Optimization, Data Ethics, Responsible AI, Model Evaluation, Performance Tuning, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular supervised learning courses

  • Advanced Fine-Tuning in Rust: Pragmatic AI Labs
  • Advanced Model Architectures & Language AI: Coursera
  • Advanced Contract Testing with Pact and Beyond: Coursera
  • CPRA Compliance: A Practical Implementation Guide: Packt
  • Create Image Captioning Models - Português Brasileiro: Google Cloud
  • DevOps Foundations & Development Workflow: Packt
  • Master RAW Editing in Affinity Photo: Skillshare
  • Scaling High-Performance Node.js Applications: Packt
  • CompTIA DataSys+ Study Guide: John Wiley & Sons
  • CompTIA Linux+ XK0-005: Unit 5: Pearson

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