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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


  • U

    University of Michigan

    JSON and Natural Language Processing in PostgreSQL

    Skills you'll gain: PostgreSQL, JSON, Query Languages, SQL, Databases, Data Access, Natural Language Processing, Database Management, Data Storage, Python Programming, Scripting

    ★ 4.6 (152) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Applied Kalman Filtering

    Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Advanced Mathematics, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Applied Mathematics, Statistical Methods, Probability Distribution, Time Series Analysis and Forecasting

    ★ 4.9 (38) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Feature Engineering, Logistic Regression, Data Analysis, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Risk Analysis, Financial Analysis, Machine Learning Methods, Performance Analysis

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Wesleyan University

    Regression Modeling in Practice

    Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, SAS (Software), Statistical Programming, Statistical Inference, Predictive Modeling, Model Evaluation, Python Programming

    ★ 4.4 (274) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Case Western Reserve University

    Be a Leader, Develop a Leader

    Skills you'll gain: Coaching, Leadership Development, Leadership, Strategic Leadership, People Development, Professional Development, Organizational Leadership, Visionary, Personal Development, Lifelong Learning, Planning

    ★ 4.8 (84) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    L&T EduTech

    Robotics Engineering & Applications

    Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Engineering, Mechanical Design

    ★ 4.5 (34) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Scripting with Python and SQL for Data Engineering

    Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Scripting Languages, Data Manipulation, Data Structures, Operational Databases, Query Languages, Database Management, Databases, Data Import/Export, Data Capture, Spatial Data Analysis, Python Programming, File I/O

    ★ 4.4 (112) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    PySpark: Apply & Analyze Advanced Data Processing

    Skills you'll gain: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Analysis, Risk Modeling, Data Preprocessing, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Business Intelligence, Marketing Analytics, Apache

    ★ 4.7 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    ★ 4.9 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Minnesota

    Nursing Informatics Leadership

    Skills you'll gain: Team Building, Learning Strategies, Mentorship, Clinical Leadership, Nursing Administration, Nursing Management, Team Collaboration, Team Leadership, Health Informatics, Clinical Informatics, Leadership Development, Leadership, Professional Development, Nursing, Nurse Education, Adult Education, Nursing Practices, Coaching, Initiative and Leadership, Informatics

    ★ 4.7 (339) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Generative AI: Governance, Policy, and Emerging Regulation

    Skills you'll gain: Responsible AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Generative AI, Governance Risk Management and Compliance, Law, Regulation, and Compliance, Stakeholder Analysis, Stakeholder Engagement, Regulatory Requirements, Stakeholder Management, Decision Intelligence, Risk Analysis, Technology Strategies, Cost Benefit Analysis, Regulation and Legal Compliance, Leadership and Management, Risk Management

    ★ 4.7 (108) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Human Resource Management: Apply & Analyze Skills

    Skills you'll gain: Employee Performance Management, Performance Management, Human Resource Strategy, Human Capital, Human Resources Management and Planning, Human Resources, Performance Appraisal, Workforce Development, Talent Management, People Analytics, Workforce Planning, Organizational Strategy, Employee Retention, Case Studies, Employee Training, Competitive Analysis, Organizational Effectiveness, Business Strategies, Analysis

    ★ 5 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…328329330…832

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

  • JSON and Natural Language Processing in PostgreSQL: University of Michigan
  • Applied Kalman Filtering: University of Colorado System
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Regression Modeling in Practice: Wesleyan University
  • Be a Leader, Develop a Leader: Case Western Reserve University
  • Robotics Engineering & Applications: L&T EduTech
  • Scripting with Python and SQL for Data Engineering: Duke University
  • PySpark: Apply & Analyze Advanced Data Processing: EDUCBA
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Nursing Informatics Leadership: University of Minnesota

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