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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

    Deploy Decision Platforms in Real-Time

    Skills you'll gain: Apache Kafka, Real Time Data, Performance Testing, Decision Intelligence, Performance Stress Testing, Scalability, Data Pipelines, Apache Spark, Verification And Validation, Data-Driven Decision-Making, System Monitoring, Service Level, Usability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Parse & Normalize Data for ML Pipelines

    Skills you'll gain: Data Preprocessing, Data Pipelines, AI Workflows, Java Programming, Java, Data Processing, Feature Engineering, Data Wrangling, Data Import/Export, Data Cleansing, Data Quality, Model Training, Data Transformation, Data Validation, Model Deployment, Big Data, Data Integrity, Data Access, Continuous Monitoring

    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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    Packt

    Offensive Security Using Python

    Skills you'll gain: Secure Coding, Exploit development, Threat Detection, Penetration Testing, Cloud Security, Exploitation techniques, Vulnerability Scanning, Security Testing, Application Security, Incident Response, Security Engineering, Cybersecurity, Vulnerability Assessments, Python Programming, Web Scraping, Encryption, Automation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Refactor and Test LLM Microservices

    Skills you'll gain: Maintainability, Code Review, Code Reusability, Test Driven Development (TDD), API Testing, LLM Application, API Design, Microsoft Visual Studio, Software Engineering, Engineering Software, Software Technical Review, Test Script Development, Integrated Development Environments, Unit Testing, Microservices, Peer Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 简体中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    MLOps with Vertex AI: Manage Features - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Operational Data Store, Feature Engineering, Data Store, Data Storage, Data Modeling, Data Management, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Modern Data Handling and UI Foundations in iOS 18

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, User Interface (UI), User Interface (UI) Design, UI Components, User Interface and User Experience (UI/UX) Design, Apple software proficiency, Data Management, Data Persistence, Data Modeling, Data Migration, Mobile Development Tools, Software Design Patterns, Animations

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

    Skills you'll gain: Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Cloud Management, Continuous Deployment, Application Lifecycle Management, Capacity Management, Software Versioning, Virtual Networking, API Gateway, Identity and Access Management, Model Deployment, Security Controls, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

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    LearnQuest

    No-Code Model Evaluation, Communication, and Business Impact

    Skills you'll gain: Responsible AI, Model Evaluation, Business Analytics, Analytics, Dashboard Creation, Data Ethics, Performance Analysis, Predictive Analytics, Predictive Modeling, Auditing, Performance Improvement, Business Communication, Regional Sales, Data-Driven Decision-Making, Technical Communication, Business Reporting, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Data Storytelling, No-Code Development

    Intermediate · Course · 1 - 4 Weeks

1…799800801…834

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

  • Deploy Decision Platforms in Real-Time: Coursera
  • Parse & Normalize Data for ML Pipelines: Coursera
  • CompTIA DataSys+ Study Guide: John Wiley & Sons
  • Offensive Security Using Python: Packt
  • Refactor and Test LLM Microservices: Coursera
  • Responsible AI for Developers: Interpretability & Transparency - 简体中文: Google Cloud
  • MLOps with Vertex AI: Manage Features - Português Brasileiro: Google Cloud
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • Modern Data Handling and UI Foundations in iOS 18: Packt
  • Responsible AI: Interpretability & Transparency - Deutsch: Google Cloud

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