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.

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

Universitat Autònoma de Barcelona
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

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

Coursera
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

Universidad de los Andes
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

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

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

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

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

Universitat Autònoma de Barcelona
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

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

University of Pittsburgh
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