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。
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
获得学位
学位 · 1-4 年
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
获得学位
学位 · 1-4 年

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

Georgetown University
您将获得的技能: Data Storytelling, Vulnerability Assessments, Operations Management, Business Strategy, Competitive Intelligence, Design Thinking, Survey Creation, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, International Relations, Policy Development, Political Sciences
获得学位
学位 · 1-4 年

University of Pittsburgh
您将获得的技能: LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Databases, Data Ethics, Bayesian Statistics, Data Visualization Software, Supervised Learning, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: User Story, Test Automation, Unified Modeling Language, Software Architecture, Version Control, Software Testing, Continuous Integration, Agile Methodology, Test Data, Maintainability, JavaScript Frameworks, Software Design, Usability, Web Content Accessibility Guidelines, Acceptance Testing, Test Planning, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, SQL, NumPy, Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
研究生文凭 · 6-12 个月
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
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, Machine Learning Algorithms, Data Collection, File Systems, SQL, Graph Theory, Database Systems, Software Development Methodologies, Database Management Systems, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Natural Language Processing
获得学位
学位 · 1-4 年

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月