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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


  • U

    University of London

    Graduate Certificate in Computer Science

    Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Forecasting, Data Presentation, Financial Forecasting, Marketing Analytics, Time Series Analysis and Forecasting, Statistical Machine Learning, Predictive Analytics, Interactive Data Visualization, Financial Modeling, Marketing Management, Transfer Learning, Random Forest Algorithm, Operations Research, Model Optimization, Analytics, Scikit Learn (Machine Learning Library)

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Design Thinking, Project Management Life Cycle, Reinforcement Learning, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Feasibility Studies, Logistic Regression, Infrastructure Security, Financial Statements, Systems Thinking, Product Development, Asset Management, Environmental Management Systems, Data Ethics, Project Risk Management, Climate Change Mitigation

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: TPU Cloud

    Skills you'll gain: Model Optimization, Cloud Infrastructure, Google Cloud Platform, Model Training, AI Workflows, Performance Tuning, Interoperability, Hardware Architecture

    Intermediate · Course · 1 - 4 Weeks

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management, Database Management Systems, Probability, Economics, SQL, Plot (Graphics), Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:Cloud GPU

    Skills you'll gain: AI literacy, Hardware Architecture, Computer Hardware, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Google Cloud Platform, Model Deployment, Cloud Deployment, Model Training, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Sampling (Statistics), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Financial Accounting, Statistical Visualization, Emerging Technologies, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    From Data to Decisions: Finding Patterns with AI

    Skills you'll gain: Statistical Methods, AI literacy, Statistical Analysis, Data Literacy, Data Visualization, Generative AI, Statistical Visualization, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Probability & Statistics, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Preprocessing Unstructured Data for LLMs and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LangChain, LLM Application, Embeddings, Application Frameworks, Vision Transformer (ViT), Data Quality

    Intermediate · Course · 1 - 3 Months

1…770771772773

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

  • Graduate Certificate in Computer Science: University of London
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • Infrastruktur AI: TPU Cloud: Google Cloud
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • AI 基礎架構:Cloud GPU: Google Cloud
  • MBA Business Analytics: O.P. Jindal Global University
  • From Data to Decisions: Finding Patterns with AI: Vanderbilt University
  • Preprocessing Unstructured Data for LLMs and RAG Systems: Packt

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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