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: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Patterns, MarTech, Strategic Marketing, AI Enablement, Personalized Service, Data Ethics, Customer Relationship Management (CRM) Software, Artificial Intelligence, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Responsible AI, AI Workflows, Deep Learning, Content Creation, Machine Learning, Image Analysis, Context Management, Decision Making
初级 · 专项课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Data Integration, Data Literacy, Performance Analysis, Exploratory Data Analysis, Statistical Analysis, Probability, Applied Machine Learning, Analysis, Image Analysis, Descriptive Analytics, AI Enablement, Business Analytics, Statistical Methods, Data Collection, Machine Learning
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 逻辑回归, 数据分析, 数据预处理, 预测, 模型评估, 深度学习, 统计分析, 决策树学习, 风险模型, 预测建模, 功能工程, 随机森林算法, 应用机器学习, 概率与统计
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Strategic Planning, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Product Lifecycle Management, AI Workflows, Deep Learning, Governance
中级 · 专项课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 分类算法, 可视化(计算机制图), 生成式人工智能, 生成对抗网络 (GAN), 网络架构, 卷积神经网络, 模型评估, 计算机视觉, 迁移学习, 分布式计算, 性能调整, 深度学习, 自动编码器, 生成模型架构, 人工神经网络, Keras(神经网络库), 张力流, 图像分析
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 机器学习, 机器学习算法, Algorithm, 数据预处理, 嵌入, AI 个性化服务, 强化学习, 深度学习, 应用机器学习, Google 云端平台, 功能工程, Machine Learning 方法, 无监督学习, 人工神经网络, 人工智能和机器学习(AI/ML)
高级设置 · 课程 · 1-3 个月

IBM
您将获得的技能: 企业战略, 数据科学, 业务转型, 云计算, 数据分析, 云安全, 战略决策, 生成式人工智能, 云计算架构, 大数据, 云部署, 云服务, 云基础设施, 产品生命周期管理, Apache Hadoop, 云平台, 统计分析, 竞争分析, 负责任的人工智能, 数字化转型
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Multimodal Prompts, Prompt Engineering, Data Presentation, Prompt Patterns, AI Enablement, Graphing, AI Personalization, Generative AI, Data Synthesis, Email Automation, Artificial Intelligence, Complex Problem Solving, Ideation, Business Correspondence, Report Writing, Solution Design, Critical Thinking, Document Management, Machine Learning
初级 · 专项课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, Data Governance, 数据转换, 网页抓取, 编程原则, 数据库管理, 大数据, 数据管道, 数据库, 数据仓库, IBM DB2, 数据导入/导出, 数据架构, 数据存储, SQL, 摘录, 关系数据库, MySQL, 存储过程, 数据库设计
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Data Presentation, LLM Application, Productivity, OpenAI, Generative AI, Document Management, Expense Reports, Responsible AI, AI Enablement, Image Analysis, Creativity, Large Language Modeling, Expense Management, Organizational Skills, Artificial Intelligence
初级 · 专项课程 · 3-6 个月