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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    13 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze & Apply Bank Forex Operations

    Skills you'll gain: Banking Services, Banking, Commercial Banking, International Finance, Cash Handling, Operational Risk, Risk Control, Financial Controls, Transaction Processing, Finance, Verification And Validation, Document Control

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Statistics for Data Science Essentials

    Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Statistical Methods, Descriptive Statistics, Statistical Analysis, General Mathematics, Algebra

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    M&A Financial Modeling and Deal Analysis

    Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Business Valuation, Financial Statement Analysis, Cash Flow Forecasting, Investment Banking, Financial Statements, Cash Flows, Financial Forecasting, Financial Reporting, Working Capital, Financial Analysis, Financial Data, Balance Sheet, Finance, Corporate Finance, Loans

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    HR Management, Recruitment and Performance Systems

    Skills you'll gain: Human Resources Management and Planning, Human Resources, Workforce Planning, Human Resource Management, Human Resource Strategy, Employee Training, Employee Performance Management, Human Capital, Human Resources Information System (HRIS), Performance Appraisal, Talent Management, Training Programs, Recruitment, Talent Recruitment, Training and Development, Workforce Development, Performance Review, Performance Management, Full Cycle Recruitment, Management Training And Development

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze & Evaluate Banking Risk Management Frameworks

    Skills you'll gain: Bank Regulations, Banking, Credit Risk, Risk Management Framework, Operational Risk, Risk Management, Lending and Underwriting, Compliance Management, Financial Regulation, Regulatory Compliance, Risk Control, Risk Appetite, Risk Analysis, Governance, Governance Risk Management and Compliance, Business Risk Management, Portfolio Risk, Internal Controls, Risk Mitigation, Business

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Exception Handling in Python

    Skills you'll gain: Debugging, Scripting, Python Programming, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    72 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Ethical Issues in Data Science

    Skills you'll gain: Data Ethics, Healthcare Ethics, Ethical Standards And Conduct, Medical Science and Research, Responsible AI, Clinical Research Ethics, Data Security, Data Science, Medical Privacy, Machine Learning Algorithms, Algorithms, Law, Regulation, and Compliance, Information Privacy, Artificial Intelligence, Diversity Awareness, Cybersecurity, Case Studies, Automation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Budgetary Control and Financial Planning

    Skills you'll gain: Budget Management, Variance Analysis, Budgeting, Cost Control, Cash Management, Operating Budget, Cash Flow Forecasting, Fiscal Management, Cash Flows, Cost Management, Production Planning, Operating Cost, Cost Accounting, Financial Planning

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Building AI Agents with LLMs, RAG, and Knowledge Graphs

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Real-Time Streaming with Kafka & Spark

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Apache Spark, Scala Programming, Development Environment, Data Processing, Data Integration, Live Streaming, Data Transformation, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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

  • Quantitative Finance & Risk Modeling: Coursera
  • Analyze & Apply Bank Forex Operations: EDUCBA
  • Statistics for Data Science Essentials: University of Pennsylvania
  • M&A Financial Modeling and Deal Analysis: EDUCBA
  • HR Management, Recruitment and Performance Systems: EDUCBA
  • Analyze & Evaluate Banking Risk Management Frameworks: EDUCBA
  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
  • Exception Handling in Python: Coursera
  • Ethical Issues in Data Science: University of Colorado Boulder
  • Budgetary Control and Financial Planning: EDUCBA

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