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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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    Coursera

    Hybrid AI Search Workflows

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, AI Workflows, AI Integrations, Generative Model Architectures, Context Engineering, Software Architecture, CI/CD, Model Evaluation, Software Development, Code Reusability, Continuous Integration, Application Development, Unit Testing

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Getting Started with Azure Data Solutions

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Database Design, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Security Controls, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Data Security, Real Time Data

    Beginner · Course · 1 - 4 Weeks

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    Packt

    JavaScript essentials for Node-RED

    Skills you'll gain: Code Reusability, Computational Logic

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - 简体中文

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Applied Machine Learning, Generative AI, Generative Model Architectures, Model Deployment, Model Training, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Statistical Analysis Using Minitab for Beginners

    Skills you'll gain: Minitab, Data Visualization, Predictive Analytics, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Software, Data Analysis, Data Analysis Software

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Kibana Monitoring & Python Integration

    Skills you'll gain: Dashboard Creation, Dashboard, Kibana, System Monitoring, Automation, IT Automation, Scripting, Programming Principles, Python Programming, Data Visualization Software, Data Structures

    Mixed · Course · 1 - 4 Weeks

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    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Business Strategy, Technology Strategies, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Automate, Optimize, and Maintain AI Systems

    Skills you'll gain: AI Security, Ansible, Patch Management, MLOps (Machine Learning Operations), Generative AI, System Monitoring, Incident Response, Incident Management, Continuous Monitoring, IT Automation, Disaster Recovery, Automation, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Build Real world End-to-End AI Agents using AWS Bedrock

    Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Workflows, Model Deployment, Cloud Deployment, Tool Calling, Vector Databases

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze E-Commerce Data Using PostgreSQL

    Skills you'll gain: Databases, Query Languages, Business Intelligence, Database Management, Transaction Processing, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Monitor, Scale and Backup Your AI App

    Skills you'll gain: Site Reliability Engineering, Scalability, Performance Analysis, Event Monitoring, Service Level Agreement, Dashboard Creation, Performance Review

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning, Model Evaluation, Data Quality

    Intermediate · Course · 1 - 3 Months

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

  • Hybrid AI Search Workflows: Coursera
  • Getting Started with Azure Data Solutions: Whizlabs
  • JavaScript essentials for Node-RED: Packt
  • Encoder-Decoder Architecture - 简体中文: Google Cloud
  • Apply Statistical Analysis Using Minitab for Beginners: EDUCBA
  • Master Kibana Monitoring & Python Integration: EDUCBA
  • AIBIZ (Exam AIZ-210): CertNexus
  • Automate, Optimize, and Maintain AI Systems: Coursera
  • Build Real world End-to-End AI Agents using AWS Bedrock: Packt
  • Analyze E-Commerce Data Using PostgreSQL: EDUCBA

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