无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。

Pontificia Universidad Católica de Chile
您将获得的技能: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Matplotlib, Regression Analysis, Supervised Learning, Dimensionality Reduction, Data Analysis, Descriptive Analytics, Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data Visualization, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Scientific Visualization, Data Visualization Software, Applied Machine Learning
提供的学分
MasterTrack · 6-12 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Social Network Analysis, Graph Theory, Network Analysis, Data Ethics, Responsible AI, Machine Learning, Analytics, Research, Data Visualization, Driving engagement, Data Mining, Predictive Analytics, Community Development, Algorithms
中级 · 课程 · 1-3 个月
Universidad de los Andes
您将获得的技能: User Story, Version Control, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Software Testing, Test Driven Development (TDD), Test Data, Maintainability, Test Script Development, Software Design, Usability, Web Content Accessibility Guidelines, Acceptance Testing, Angular, Agile Software Development, Sprint Retrospectives, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

IIT Roorkee
您将获得的技能: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Business Process Management, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management
获得学位
学位 · 1-4 年

Clemson University
您将获得的技能: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
获得学位
学位 · 1-4 年

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Northeastern University
提供的学分
研究生证书 · 6-12 个月

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis
获得学位
学位 · 1-4 年

IIT Guwahati
您将获得的技能: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Java Programming, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Econometrics, Spreadsheet Software, Matplotlib
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
获得学位
学位 · 1-4 年
初级 · 专项课程