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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • G

    Google Cloud

    Analyze Customer Reviews with Gemini Using Python Notebooks

    Skills you'll gain: Gemini, Google Gemini, Google Cloud Platform, Cloud Management, Applied Machine Learning, Jupyter, Cloud Applications, Application Development, LLM Application, Text Mining, Statistical Reporting, Machine Learning, SQL

    Intermediate Ā· Project Ā· Less Than 2 Hours

  • U

    Universitat Autònoma de Barcelona

    Educación superior y emprendimiento

    Skills you'll gain: Higher Education, Adult Education, Student-Centred Learning, Education and Training, Pedagogy, Entrepreneurship, Teaching, Sustainable Development, Student Support and Services, Curriculum Development, Training and Development, Instructional Strategies, Problem Solving, Student Engagement, Organizational Development, Business Development, Economic Development, Social Impact, Collaboration, Innovation

    ā˜… 4.9 (12) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

  • P

    Packt

    The Oracle Database Performance Tuning Course

    Skills you'll gain: Data Maintenance, Linux Administration, Operating System Administration, Database Software, Event Monitoring, Database Management Systems, Linux Commands, File I/O, Data Migration, Performance Testing, Data Storage Technologies, Scenario Testing, Memory Management, Data Storage, Software Installation

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • C

    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • U

    Universidad de los Andes

    Rights and Health in the Digital Age:Protection and Advocacy

    Skills you'll gain: Advocacy, Patient Advocacy, Community Organizing, digital literacy, Social Justice, Health Equity, Case Studies, Information Privacy, Personally Identifiable Information, Social Determinants Of Health, Digital Transformation, Law, Regulation, and Compliance, Medical Privacy, Health Technology, Data Security, Data Ethics, Safety and Security, Healthcare Ethics, Governance

    Beginner Ā· Course Ā· 1 - 3 Months

  • S

    Scrimba

    Build a Hometown Homepage with HTML and CSS

    Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Web Design and Development, Web Design, Hypertext Markup Language (HTML), Front-End Web Development, Semantic Web, Typography

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • P

    Packt

    Design Patterns & Fundamentals in Node.js

    Skills you'll gain: Software Design Patterns, Node.JS, Event-Driven Programming, Object Oriented Design, Software Design, Software Architecture, Javascript, Object Oriented Programming (OOP), Code Reusability, Maintainability, Performance Tuning

    Intermediate Ā· Course Ā· 1 - 3 Months

  • P

    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 7

    Skills you'll gain: Virtualization and Virtual Machines, Virtual Machines, Virtualization, Containerization, Virtual Networking, Cloud Deployment, Open Source Technology, Data Persistence

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • M

    Microsoft

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Data Storytelling, Data Visualization, Tidyverse (R Package), Data Wrangling, Data Preprocessing, Scatter Plots, Data Cleansing

    Beginner Ā· Course Ā· 1 - 3 Months

  • U

    Universitat Autònoma de Barcelona

    Enseignement supƩrieur et entrepreneuriat

    Skills you'll gain: Ideation, Creativity, Creative Thinking, Innovation, Brainstorming, Higher Education, Student-Centred Learning, Pedagogy, Entrepreneurship, Professional Development, Training and Development, Knowledge Transfer, Collaboration, Project Design, Problem Solving, New Business Development, Case Studies, Social Impact

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • P

    Packt

    Time Series Forecasting with Facebook Prophet in Python

    Skills you'll gain: Forecasting, Data Preprocessing, Predictive Modeling, Model Evaluation, Data-Driven Decision-Making, Feature Engineering, Predictive Analytics, Anomaly Detection, Model Training, Exploratory Data Analysis

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Intermediate Ā· Course Ā· 1 - 4 Weeks

1…634635636…740

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

  • Analyze Customer Reviews with Gemini Using Python Notebooks:Ā Google Cloud
  • Educación superior y emprendimiento:Ā Universitat Autònoma de Barcelona
  • The Oracle Database Performance Tuning Course:Ā Packt
  • Build Predictive & Supervised Models:Ā Coursera
  • Rights and Health in the Digital Age:Protection and Advocacy:Ā Universidad de los Andes
  • Build a Hometown Homepage with HTML and CSS:Ā Scrimba
  • Design Patterns & Fundamentals in Node.js:Ā Packt
  • Linux Foundation Certified System Administrator (LFCS): Unit 7:Ā Pearson
  • Exploratory Data Analysis and Visualization:Ā Microsoft
  • Enseignement supĆ©rieur et entrepreneuriat:Ā Universitat Autònoma de Barcelona

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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