Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

您将获得的技能: Search Engine Optimization, Target Audience, Web Analytics and SEO, Keyword Research, Market Opportunities, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis, Auditing, Business Metrics
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 负责任的人工智能, 数据伦理, 数据安全, 社会学, 大数据, 道德标准与行为, 知识产权, 抽样(统计), 知情同意, 信息隐私, 数据分析, 个人身份信息, Data Governance
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月

Intuit
您将获得的技能: 财务会计, 收益表, 小型企业会计, 道德标准与行为, 资产负债表, 簿记, 总分类账, 会计记录, 会计, 金融报表, 现金流量, 财务软件, 分类账(会计), QuickBooks(会计软件)
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Algorithm, 分子生物学, 数据科学, 统计分析, 统计, 计算思维, 数据分析, 计算机科学, 软件工程, 生物统计学, 生物学, 生物信息学
混合 · 课程 · 1-4 周

您将获得的技能: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Pivot Tables And Charts, Performance Measurement, Performance marketing, Digital Marketing, Data Presentation, Google Ads, Marketing Budgets, Marketing, Web Analytics and SEO, Data Analysis, Stakeholder Communications
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 仪表板, 创意设计, 多媒体, 撰写报告, Power BI, 数据安全, 数据展示, 关键绩效指标 (KPI), 数据叙事, 数据可视化软件, 数据映射, 目标受众, 数据分析, 管理报告, 数据可视化
初级 · 课程 · 1-4 周

您将获得的技能: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Growth Mindedness, Lifelong Learning, Psychology, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Social Sciences, Emotional Intelligence, Cultural Diversity
初级 · 专项课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: World History, Critical Thinking, Ancient History, Research, Science and Research, Culture, Social Sciences, Cultural Responsiveness, Scientific Methods, Anthropology, European History, Economics, Policy, and Social Studies, Analysis, Physics, Manufacturing and Production, Physical Science, Industrial Design, Research Methodologies, Innovation, Intellectual Property
初级 · 课程 · 1-3 个月

Northwestern University
您将获得的技能: 应用数学, 数学建模, 自动化, 人工智能, 扭矩(物理学), 模拟和模拟软件, 数学软件, Matlab, 自动化工程, 工程学, 控制系统, 机器人, 振动, 图论, 工程分析, 机械, 工程计算, 虚拟环境, 机器控制, 机械工程
中级 · 专项课程 · 3-6 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Entrepreneurship, People Management, Business Management, Human Resources Management and Planning, Marketing, Accounting, Customer experience strategy (CX), Financial Management, Business Marketing, Financial Analysis, Innovation, Finance, Recruitment, Persona (User Experience)
混合 · 课程 · 1-3 个月