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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


  • C

    Coursera

    Program Management: Stakeholders Identification in ClickUp

    Skills you'll gain: Program Management, Stakeholder Management, Stakeholder Analysis, Project Management Software, Project Design, Program Development, Process Flow Diagrams, Agile Methodology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Large Language Models with Semantic Search

    Skills you'll gain: LLM Application, Large Language Modeling, Embeddings, Prompt Engineering, Data Processing, Big Data, Applied Machine Learning, Vector Databases

    Beginner · Project · Less Than 2 Hours

  • L

    L&T EduTech

    Highway Planning, Pavement Design and Construction

    Skills you'll gain: Traffic Flow Optimization, Construction Inspection, Building Codes, Construction Engineering, Construction, Construction Management, Civil Engineering, Stormwater Management, Civil and Architectural Engineering, Structural Engineering, Hydrology, Engineering Practices, Hydraulics, Structural Analysis, Materials science, Engineering Plans And Specifications, Laboratory Testing, Engineering Software, Engineering Design Process, Plant Operations and Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Advanced · Specialization · 3 - 6 Months

  • U

    University of Geneva

    Migration, Health and Equity in Europe

    Skills you'll gain: Health Policy, Health Disparities, Health Equity, Healthcare Ethics, Public Health, Health Care, Research, Health Systems, Research Methodologies, Social Determinants Of Health, Community Health, Epidemiology, Cultural Responsiveness, Cultural Sensitivity, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Organizational Leadership, Quality Management, Process Analysis, Correlation Analysis, Project Scoping, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Process Improvement, Continuous Improvement Process, Sampling (Statistics), Statistical Methods, Operational Excellence

    5
    Rating, 5 out of 5 stars
    ·
    57 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Patient Communication, Patient Education And Counseling, Care Management, Healthcare Ethics, Compassion, Patient Evaluation, Patient-centered Care, Health Assessment, Clinical Assessment, Self-Awareness, Communication, Cultural Sensitivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    System Hacking, Malware Threats, and Network Attacks

    Skills you'll gain: Vulnerability Assessments, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Cybersecurity, Malware Protection, Penetration Testing, Exploitation techniques, Threat Detection, Threat Management, Brute-force attacks, Network Security, Information Systems Security, Security Awareness, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Creative Coding for Designers Using Python

    Skills you'll gain: Animation and Game Design, Visualization (Computer Graphics), Generative AI, Simulations, Computer Graphics, Python Programming, Creative Design, Object Oriented Programming (OOP), Algorithms, Data Structures

    Advanced · Course · 1 - 3 Months

  • I

    ISC2

    Information Technologies and Security in Healthcare Settings

    Skills you'll gain: Health Technology, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Health Care, Cloud Security, Personally Identifiable Information, Regulatory Compliance, Information Privacy, Information Management, Data Security, Interoperability, Electronic Medical Record, Records Management, Security Controls, Information Technology

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • I

    Infosec

    Establishing Command-and-Control and Finding Credentials

    Skills you'll gain: Cyber Operations, Cybersecurity, Authentications, Python Programming, Data Access, System Monitoring, Systems Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Program Management: Stakeholders Identification in ClickUp: Coursera
  • Fundamental Tools of Data Wrangling: University of Colorado Boulder
  • Large Language Models with Semantic Search: DeepLearning.AI
  • Highway Planning, Pavement Design and Construction: L&T EduTech
  • Migration, Health and Equity in Europe: University of Geneva
  • Lean Six Sigma Green Belt Professional Training: EDUCBA
  • Palliative Care Capstone Projects: University of Colorado System
  • System Hacking, Malware Threats, and Network Attacks: Packt
  • Creative Coding for Designers Using Python: University of Michigan
  • Information Technologies and Security in Healthcare Settings: ISC2

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