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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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    Packt

    Git Fundamentals – Getting Started with Git and GitHub

    Skills you'll gain: Unix Commands, Linux, Mac OS, File Management, Data Integrity

    Beginner · Course · 1 - 3 Months

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    University of California, Davis

    How to Write Emails and Engage Professors

    Skills you'll gain: Relationship Building, Research, Planning, Goal-Oriented, Professionalism, Resilience, Resourcefulness, Problem Solving, Persistence, Persuasive Communication, Time Management, Communication, Strategic Thinking

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Codio

    SQL for Security Specialist

    Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Secure Coding, Database Management, Relational Databases, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Code Generation with Amazon Q

    Skills you'll gain: AI Enablement, Amazon Web Services, AI Workflows, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Maintainability, Automation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Telemedicine Data Security

    Skills you'll gain: Responsible AI, AI Security, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, Data Security, Analysis, Innovation, Design

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

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    Scrimba

    API Basics 4: Build a Personal Dashboard (Promise Rejection)

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Applications, Javascript, Web Development Tools, Restful API, Application Programming Interface (API), Real Time Data, Software Development

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Amazon CloudWatch, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Evaluate Shareholder’s Equity Essentials

    Skills you'll gain: Equities, Balance Sheet, Financial Accounting, Corporate Finance, Financial Statements, Financial Analysis, Corporate Accounting, Financial Reporting, Accounting, Market Liquidity

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Scientific Visualization, Data Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Dikkat Mekanizması

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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

  • Git Fundamentals – Getting Started with Git and GitHub: Packt
  • How to Write Emails and Engage Professors: University of California, Davis
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • SQL for Security Specialist: Codio
  • Code Generation with Amazon Q: Coursera
  • GenAI for Telemedicine Data Security: Coursera
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • API Basics 4: Build a Personal Dashboard (Promise Rejection): Scrimba
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Analyze and Evaluate Shareholder’s Equity Essentials: EDUCBA

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