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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

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Scientific Visualization, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Model Training, Statistical Methods, Supervised Learning, Model Evaluation, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    68 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Leveraging AI for Enhanced Content Creation

    Skills you'll gain: Generative AI, AI powered creativity, Advertising, Advertising Campaigns, Content Creation, ChatGPT, AI Enablement, Large Language Modeling, Responsible AI, Video Editing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    139 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Writing and Editing: Drafting

    Skills you'll gain: Writing and Editing, Editing, Writing, Planning, Ability To Meet Deadlines, Brainstorming, Time Management, Overcoming Obstacles, Productivity, Creativity, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    374 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    SSIS: Design, Implement & Automate ETL Workflows

    Skills you'll gain: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Advanced Analytics, Pivot Tables And Charts, Data Processing, SQL, Data Pipelines, Workflow Management, Dataflow

    4.4
    Rating, 4.4 out of 5 stars
    ·
    28 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    CertNexus Certified Data Science Practitioner

    Skills you'll gain: Extract, Transform, Load, Data Analysis, Model Training, Data Preprocessing, Jupyter, Data Visualization, Unsupervised Learning, Applied Machine Learning, Statistical Analysis, Model Evaluation, Exploratory Data Analysis, Statistical Visualization, Machine Learning, Machine Learning Methods, Statistical Methods, Data Cleansing, Project Scoping, Business Priorities, Business Analysis, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    85 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidad Austral

    Aprendiendo a aprender para jóvenes

    Skills you'll gain: Learning Strategies, Lifelong Learning, Human Learning, Willingness To Learn, Time Management, Prioritization, Mental Concentration, Productivity, Persistence, Curiosity, Cognitive flexibility, Growth Mindedness, Self-Awareness, Exercise Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    477 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    4.7
    Rating, 4.7 out of 5 stars
    ·
    244 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), Performance Tuning, Prompt Patterns, OpenAI API

    4.4
    Rating, 4.4 out of 5 stars
    ·
    347 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    C

    California Institute of the Arts

    Approaching Music Theory: Melodic Forms and Simple Harmony

    Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance

    4.6
    Rating, 4.6 out of 5 stars
    ·
    173 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Fundamentals of Compensation Strategies

    Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Regulatory Compliance, Labor Law, Communication Planning, Communication Strategies, Benchmarking, Equities

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Python for Real-World Data Analysis

    Skills you'll gain: Seaborn, Data Storytelling, Data Visualization, Data Presentation, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Matplotlib, Pandas (Python Package), Version Control, GitHub, Social Media Analytics, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy

    4.3
    Rating, 4.3 out of 5 stars
    ·
    95 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    PlanU: escoge la mejor carrera y universidad para ti

    Skills you'll gain: Adaptability, Decision Making, Self-Awareness, Planning, Personal Development, Dealing With Ambiguity, Independent Thinking, Higher Education, Lifelong Learning, Critical Thinking, Goal Setting, Family Support, Open Mindset, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    736 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Leveraging AI for Enhanced Content Creation: Coursera
  • Writing and Editing: Drafting: University of Michigan
  • SSIS: Design, Implement & Automate ETL Workflows: EDUCBA
  • CertNexus Certified Data Science Practitioner: CertNexus
  • Aprendiendo a aprender para jóvenes: Universidad Austral
  • First Principles of Computer Vision: Columbia University
  • Large Language Model Operations (LLMOps): Duke University
  • Approaching Music Theory: Melodic Forms and Simple Harmony: California Institute of the Arts
  • Fundamentals of Compensation Strategies: Automatic Data Processing, Inc. (ADP)

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