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Explore the Unsupervised Learning Course Catalog
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University of California, Davis
Skills you'll gain: Data Governance, Presentations, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Data Quality, Statistical Analysis, Data Modeling, Performance Metric, Database Design, Complex Problem Solving, Query Languages, Data Visualization, Business Analytics, JSON, Text Mining, Apache Spark
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Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, MLOps (Machine Learning Operations), Deep Learning, Artificial Neural Networks, Cloud Computing, Machine Learning, Data Cleansing, Python Programming, Data Transformation, Application Programming Interface (API)
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University of London
Skills you'll gain: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
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AI CERTs
Skills you'll gain: Medical Imaging, Healthcare Ethics, Precision Medicine, Health Care Procedure and Regulation, Health Informatics, Predictive Analytics, AI Personalization, Machine Learning, Natural Language Processing, Healthcare Industry Knowledge, Clinical Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Diagnostic Radiology, Patient Communication, Generative AI, Generative AI Agents, Computer Science, Medical Support, Business Strategy, Business
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University of Glasgow
Skills you'll gain: Wireless Networks, Emerging Technologies, Communication Systems, Digital Communications, Internet Of Things, Augmented and Virtual Reality (AR/VR), Telecommunications, Network Architecture, Software-Defined Networking, Zero Trust Network Access, Interoperability, Electronics Engineering, Network Planning And Design, Distributed Computing, Development Testing, Electrical Engineering, Artificial Intelligence and Machine Learning (AI/ML), Information Technology, Machine Learning, Trustworthiness
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Stanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution
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Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Data Manipulation
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University of Michigan
Skills you'll gain: Web Scraping, JSON, Network Protocols, Web Services, Restful API, Application Programming Interface (API), Extensible Markup Language (XML), Data Import/Export, Data Access, TCP/IP, Python Programming, Hypertext Markup Language (HTML), Data Capture, Software Installation, Development Environment
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Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment, Deep Learning, Cloud Hosting, Restful API
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University of Michigan
Skills you'll gain: Pandas (Python Package), Jupyter, NumPy, Data Manipulation, Data Science, Data Analysis, Statistical Analysis, Pivot Tables And Charts, Data Cleansing, Data Import/Export, Probability & Statistics, Python Programming, Programming Principles
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Wesleyan University
Skills you'll gain: Regression Analysis, Data Storytelling, Classification And Regression Tree (CART), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Decision Tree Learning, Data Presentation, Data Management, Data Analysis, Predictive Modeling, Data Visualization, Data Literacy, Statistical Modeling, Machine Learning, Statistics
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Infosec
Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Statistical Analysis, Dashboard, Data Warehousing, Data Storage, Data Security, Data Quality, Descriptive Statistics, Data Cleansing, Data Integrity, Relational Databases, Machine Learning
In summary, here are 10 of our most popular unsupervised learning courses
- Learn SQL Basics for Data Science:Â University of California, Davis
- Build, Train and Deploy ML Models with Keras on Google Cloud:Â Google Cloud
- The Data Science Profession – Student View: University of London
- AI for Healthcare:Â AI CERTs
- 6G Deployment: Testbeds, Antenna Systems & Digital Twins:Â University of Glasgow
- Introduction to Statistics:Â Stanford University
- Programming Generative AI: Unit 1:Â Pearson
- Using Python to Access Web Data:Â University of Michigan
- Introduction to Transformer Models for NLP: Unit 3:Â Pearson
- Introduction to Data Science in Python:Â University of Michigan