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: 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 California San Diego
您将获得的技能: 图论, 拉斯特(编程语言), 软件测试, 理论计算机科学, 计算机编程, Algorithm, 数据结构, 计划发展, 调试, Javascript, 测试案例, Python 程序设计, 编程原则, 计算思维, 网络分析, Java, 开发测试, 数据存储, C 和 C++, 生物信息学
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Responsible AI, Model Evaluation, Technical Communication, Data Preprocessing, Data Transformation, Performance Analysis, Data Wrangling, Data Cleansing, Data Analysis, Predictive Modeling, Machine Learning, Embeddings, Artificial Intelligence, Decision Support Systems, Scikit Learn (Machine Learning Library), Pandas (Python Package), Debugging
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 回归分析, 预测建模, 数据清理, 模型评估, 探索性数据分析, 数据驱动的决策制定, 数据预处理, Matplotlib, Pandas(Python 软件包), NumPy, 数据科学, Python 程序设计, 数据转换, 数据分析, 数据导入/导出, 数据可视化, Scikit-learn (机器学习库), 统计分析, 数据操作
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI Agents, LLM Application, Productivity, OpenAI, AI Orchestration, OpenAI API, AI Enablement, Java, Java Programming, AI Workflows, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, Creativity, Document Management, Secure Coding
初级 · 专项课程 · 3-6 个月

您将获得的技能: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, AI Enablement, Bayesian Network, Child Development, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies, Predictive Modeling, Health Education, Biomedical Engineering, Data Integration
初级 · 专项课程 · 3-6 个月
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 卷积神经网络, 信息隐私, 探索性数据分析, 计算机视觉, 数据分析, 自然语言处理, 文本挖掘, 模型评估, 非结构化数据, 数据伦理, 缓解, 机器学习, 人工智能, 灾难恢复, 图像分析, 应用机器学习, Jupyter, 环境监测, 应急响应, 监督学习
初级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Deployment, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement
中级 · 专项课程 · 3-6 个月

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