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。

您将获得的技能: Innovation, User Feedback, Growth Mindedness, Resilience, Adaptability, Open Mindset, Entrepreneurship, Creative Problem-Solving, Strategic Thinking, Lifelong Learning, Market Research, Sustainable Business, Continuous Improvement Process, Business, Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Business Analytics, Trend Analysis, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Data Presentation, Predictive Modeling, Innovation, Learning Styles, Leadership, Computer Vision, Communication
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Statistical Visualization, Python Programming, Data Science, Machine Learning, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 学校心理学, 学校咨询, 慢性疾病, 个性化教育计划(IEP), 移情与情商, 营养教育, 自闭症谱系障碍, 特殊教育, 案例研究, 健康教育, 健康促进, 营养与饮食, 神经学, 精神和行为健康专业, 社区卫生, 行为健康, 交流障碍, 学生支持与服务, 护理管理, 家长沟通
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 应用编程接口 (API), 数据建模, 数据处理, SQL, 面向对象编程(OOP), 数据可视化软件, 地理信息系统, 网页抓取, 数据库, 关系数据库, Python 程序设计, 数据库设计
初级 · 课程 · 1-3 个月

IIT Bombay
您将获得的技能: Internet Of Things, Network Protocols, Wireless Networks, Emerging Technologies, Data Analysis, Communication Systems, Digital Signal Processing, Scikit Learn (Machine Learning Library), Regression Analysis, Pandas (Python Package), Unsupervised Learning
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Supervised Learning, Climate Change Mitigation, Anomaly Detection, Environment, Public Policies
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Brainstorming, Email Automation, AI Enablement, Concision, Large Language Modeling, Business Writing, Productivity, Organizational Skills
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, Data Ethics, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

Amazon Web Services
您将获得的技能: 云计算, 亚马逊 S3, 数据架构, 云计算架构, 事件驱动编程, 数据湖, 亚马逊弹性计算云 Computing, 亚马逊云观察, 云基础设施, 解决方案架构, 云存储, 亚马逊 DynamoDB, 无服务器计算, 可扩展性, 亚马逊网络服务, 软件架构, 应用程序接口网关, 云安全, AWS 身份和访问管理 (IAM), 数据可视化
攻读学位
中级 · 专业证书 · 3-6 个月

University of Houston
您将获得的技能: 语言能力, 人类发展, 语言学习, 学习理论, 科学与研究, 心理学, 神经学, 非语言交流, 儿童发展, 多种语言
混合 · 课程 · 1-3 个月