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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


  • Status: New
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    Coursera

    Evaluate & Swap Models in Java ML

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Classification Algorithms, Model Deployment, Machine Learning Software, Applied Machine Learning, Machine Learning Algorithms, Java, Software Design Patterns, Data-Driven Decision-Making, Logistic Regression, Business Metrics, Benchmarking, Decision Tree Learning, Matrix Management, Business

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Web3 Development for Beginners - No Coding Skills Required

    Skills you'll gain: Blockchain, Web Development Tools, Development Environment, FinTech, Software Development Tools, Transaction Processing, Web Development, Programming Principles, Program Development, Web Applications, Node.JS, Scalability, Other Programming Languages, Javascript, Application Deployment, Computer Programming, Market Dynamics, Verification And Validation

    Beginner · Course · 1 - 3 Months

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    Packt

    Introduction to Python and Google Colab Fundamentals

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Computational Logic, Data Science, Jupyter

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Simplest Guideâ„¢ to Base SAS & Advanced SAS

    Skills you'll gain: SAS (Software), Data Analysis Software, Data Visualization, Plot (Graphics), Data Manipulation, Data Presentation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Wrangling, Data Processing, SQL, Statistical Analysis, Data Management, Data Transformation, Code Reusability, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Scaling E-Commerce with Kubernetes: Deploy Web Apps

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, DevOps, Application Deployment, Scalability, YAML, Capacity Management, Disaster Recovery, Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

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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

  • Status: Free Trial
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    Packt

    Managing Incident Response, IAM, and AWS Service Security

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Single Sign-On (SSO), Amazon Web Services, Cloud Security, Security Management, Computer Security Incident Management, Incident Response, Cloud Standards, Amazon Elastic Compute Cloud, Amazon S3, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Macquarie University

    Validate New Ideas for Startups

    Skills you'll gain: Value Propositions, Market Research, Entrepreneurship, User Research, Market Analysis, Customer Insights, Customer Analysis, Sales Presentations, Competitive Analysis, Ideation, Design Thinking, Data-Driven Decision-Making, New Business Development, Market Opportunities, Fundraising and Crowdsourcing, Oral Expression, Entrepreneurial Finance, Presentations, Business Modeling, Innovation

    Beginner · Course · 1 - 3 Months

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    Packt

    Swift Programming Fundamentals & Intro to SwiftUI

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Application Deployment, Mobile Development, Programming Principles, Application Development, UI Components, User Interface (UI), Knowledge of Apple Software, User Interface (UI) Design, Functional Design

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    S

    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, LLM Application, AI Workflows, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Document and Evaluate AI Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Auditors Report, Model Evaluation, Accountability Frameworks, MLOps (Machine Learning Operations), Accountability, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Cleansing, Data Analysis, Data Transformation, Data Management, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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

  • Evaluate & Swap Models in Java ML: Coursera
  • Web3 Development for Beginners - No Coding Skills Required: Packt
  • Introduction to Python and Google Colab Fundamentals: Packt
  • The Simplest Guideâ„¢ to Base SAS & Advanced SAS: Packt
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
  • Hybrid AI Search Workflows: Coursera
  • Managing Incident Response, IAM, and AWS Service Security: Packt
  • Validate New Ideas for Startups: Macquarie University
  • Swift Programming Fundamentals & Intro to SwiftUI: Packt
  • Gen AI Using Hugging Face Training: Simplilearn

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