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: 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

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Ideation, Verification And Validation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

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: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, AI Workflows, Application Deployment, Kubernetes, Agentic Workflows, Azure Active Directory, System Monitoring, LangChain, Generative AI Agents, Microservices, Microsoft Azure, Artificial Intelligence, Distributed Computing, Serverless Computing, Natural Language Processing, Reinforcement Learning
中级 · 专业证书 · 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

University of California, Davis
您将获得的技能: 同行评审, Data Governance, 探索性数据分析, 描述性统计, 数据分析, 数据管道, 演讲, 数据湖, SQL, 数据叙事, JSON, 分布式计算, Apache Spark, 数据管理, Data Management, 性能指标, 解决复杂问题, 统计分析, 数据可视化, 数据建模, 数据质量
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: 散点图, 用户界面(UI), 数学软件, 预测建模, 数据处理, Prompt Engineering, Matlab, Algorithm, 计算机编程, ChatGPT, AI 个性化服务, 数据可视化软件, 文件输入/输出, 编程原则, 面向对象编程(OOP), 图像分析, 应用机器学习, 数据分析, 数字信号处理, 柱状图
初级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Large Language Modeling, Model Deployment, Natural Language Processing, Application Deployment, Transfer Learning, Embeddings, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Processing, Application Programming Interface (API), Model Evaluation, Automation, Software Installation
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 生成式人工智能, 机器学习算法, 模型评估, 数据分析, 生成对抗网络 (GAN), 工艺优化, 客户数据管理, 人工神经网络, Algorithm, 大数据, 机器学习, 深度学习, 人工智能, 自动编码器
混合 · 课程 · 1-3 个月
您将获得的技能: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
中级 · 课程 · 1-4 周

Icahn School of Medicine at Mount Sinai
您将获得的技能: Linux 命令, 机器学习算法, Unix 命令, 数据处理, 生物信息学, 生物统计学, 生物学, 统计方法, 无监督学习, 系统工程
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning
初级 · 课程 · 1-3 个月