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。

IBM
您将获得的技能: Prompt Engineering, 改善客户体验, AI 产品战略, 原型设计, 创造力, 利益攸关方沟通, 人工智能, 生成式人工智能, 产品生命周期管理, 技术产品管理, LLM 申请, 商业化, 团队建设, Google 双子座, ChatGPT, 提示模式, 产品管理, 负责任的人工智能, 投资回报, 人工智能和机器学习(AI/ML)
中级 · 专项课程 · 1-3 个月

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 数据分析, 医学术语, 自然语言处理, 模型评估, 文本挖掘, AI 个性化服务, 临床试验, 深度学习, 统计分析, 应用机器学习, 病人治疗, 健康信息学, 治疗计划
中级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 机器学习, 机器学习算法, 数据分析, 深度学习, 工艺优化, Algorithm, 生成式人工智能, 人工智能, 生成对抗网络 (GAN), 客户数据管理, 模型评估, 大数据, 人工神经网络, 自动编码器
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

Meta
您将获得的技能: 网页内容无障碍指南, 调试, 应用编程接口 (API), 软件可视化, Linux 命令, 事件驱动编程, 用户体验设计, 用户界面(UI), 单元测试, 软件版本控制, JavaScript 框架, 用户体验, 可用性, Javascript, 设计研究, 伪代码, 网络应用, 层叠样式表(CSS), 用户研究, 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: 道德标准与行为, 终身学习, 正念, 设定目标, 同情心, 心理健康, 压力管理, 自我意识, 个人发展
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

Pontificia Universidad Católica de Chile
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Management, Data Science, Unsupervised Learning, Big Data, Supervised Learning, Algorithms, Data Preprocessing, Transaction Processing
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

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