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。

Meta
您将获得的技能: Linux 命令, 单元测试, 应用编程接口 (API), 用户界面(UI), 用户体验设计, 用户体验, 事件驱动编程, JavaScript 框架, 软件可视化, 调试, Javascript, 网页内容无障碍指南, 层叠样式表(CSS), 伪代码, 用户研究, 软件版本控制, 设计研究, 网络应用, 可用性, 用户界面和用户体验(UI/UX)设计
攻读学位
初级 · 专业证书 · 3-6 个月

University of Michigan
您将获得的技能: 终身学习, 正念, 个人发展, 道德标准与行为, 设定目标, 同情心, 自我意识, 心理健康, 压力管理
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, LLM Application, Productivity, OpenAI, Anthropic Claude, Creative Problem-Solving, AI Enablement, Generative AI, AI Personalization, Creative Thinking, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Education Software and Technology, Student Engagement
初级 · 专项课程 · 1-3 个月

您将获得的技能: Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Problem Management, Data Structures, Integrated Development Environments, Debugging, Development Environment
初级 · 课程 · 1-3 个月

您将获得的技能: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据整理, 数据科学, 模型评估, 探索性数据分析, 预测建模, GitHub, 数据驱动的决策制定, 网页抓取, Pandas(Python 软件包), Plotly, 数据展示, 数据收集, 机器学习, 数据分析, 应用机器学习, 统计建模
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 业务建模, 商业分析, 风险分析, 探索性数据分析, 工艺优化, 数据分析, 概率分布, 预测分析, 微软Excel, 模拟和模拟软件, 市场分析, 决策, 无监督学习
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings
中级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: 培训培训师, 数字教学法
混合 · 课程 · 1-3 个月

您将获得的技能: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
中级 · 专业证书 · 3-6 个月

University of Pennsylvania
您将获得的技能: 客户洞察, 风险管理, 改善客户体验, 信息隐私, 数据科学, 数据驱动的决策制定, 数字化转型, 分析, 大数据, AI 赋能, AI 个性化服务, 机器学习, 信用风险, 零售银行, 欺诈检测, 人工智能, 应用机器学习, 营销分析, 财务数据
混合 · 课程 · 1-4 周