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: 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: 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

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

Vanderbilt University
您将获得的技能: Prompt Engineering, 数据分析, 创造力, 数据展示, 生产率, 生成式人工智能, 验证和确认, 大型语言模型, 人工智能, 构思, AI 赋能, 文件管理, ChatGPT, 解决问题, LLM 申请, 风险管理框架, OpenAI, 提示模式, 负责任的人工智能, 信息管理
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Time Series Analysis and Forecasting, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
初级 · 专业证书 · 3-6 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

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development
初级 · 专项课程 · 3-6 个月
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

IBM
您将获得的技能: Prompt Engineering, 情境管理, 生成式人工智能, AI 工作流程, ChatGPT, 提示模式, 决策
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 嵌入, 自然语言处理, 迁移学习, 模型评估, PyTorch(机器学习库), 应用机器学习, 递归神经网络 (RNN), Keras(神经网络库)
中级 · 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

Arizona State University
您将获得的技能: 语言学习, 口头表达, 英语, 设计策略, 设计元素和原则
混合 · 课程 · 1-3 个月