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。

DeepLearning.AI
您将获得的技能: Convolutional Neural Networks, Image Analysis, Data Pipelines, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: AI Workflows, OpenAI API, LLM Application, OpenAI, Model Context Protocol, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Context Management, Large Language Modeling, Python Programming, Development Environment, Application Deployment, Debugging
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: Mental Concentration, Professional Development, Productivity, Self-Discipline, Personal Development, Time Management, Organizational Skills, Learning Strategies, Stress Management, Cleanliness
混合 · 课程 · 1-4 周

您将获得的技能: System Monitoring, Dashboard, Application Performance Management, Site Reliability Engineering, Continuous Monitoring, Event Monitoring, Performance Tuning, Performance Metric, Service Level, Generative AI, MLOps (Machine Learning Operations), Business Metrics, Analysis, Service Level Agreement, Distributed Computing, Incident Management, Real Time Data, Data Integration
中级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
初级 · 课程 · 1-4 周

您将获得的技能: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development
中级 · 课程 · 1-4 周

University of London
您将获得的技能: JSON, Restful API, Ajax, Javascript, Web Development Tools, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Data Structures
中级 · 课程 · 1-4 周

您将获得的技能: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Python 程序设计, 数据分析, 生物化学, 分子生物学, 生物学, Algorithm, 微生物学, 生物信息学
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 交互式数据可视化, 散点图, 数据可视化软件, Pandas(Python 软件包), 数据操作, 数据展示, 科学可视化, Matplotlib, NumPy, 可视化(计算机制图), 制图, 统计可视化, 柱状图, 数据可视化
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: B2B Sales, Consultative Selling, Stakeholder Engagement, Enterprise Sales, Performance Metric, Sales Presentations, Verbal Communication Skills, Oral Expression, Sales, Specialized Sales, Executive Presence, Sales Process, Sales Pipelines, Solution Sales Engineering, Sales Strategy, Technical Sales, Performance Analysis, Proposal Development, Customer Relationship Management (CRM) Software, Active Listening
初级 · 课程 · 1-4 周