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。

Imperial College London
您将获得的技能: 张力流, 递归神经网络 (RNN), 自然语言处理, 深度学习, 模型评估, 数据管道, 卷积神经网络, 嵌入, Keras(神经网络库), 迁移学习
中级 · 课程 · 1-3 个月

您将获得的技能: Azure Synapse Analytics, Microsoft Azure, Databricks, Big Data, Distributed Computing, Public Cloud, Cloud Computing, Data Lakes, Cloud Computing Architecture, Data Processing, Scalability, Data Storage Technologies, Analytics, Real Time Data
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making
中级 · 专项课程 · 1-3 个月

您将获得的技能: Programmable Logic Controllers, Electrical Wiring, Computational Logic, Control Systems, Automation, Simulation and Simulation Software, Human Machine Interfaces, Communication Systems, Applied Mathematics
初级 · 课程 · 1-3 个月

您将获得的技能: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control
初级 · 课程 · 1-4 周

您将获得的技能: Role-Based Access Control (RBAC), Cloud Management, Application Lifecycle Management, Capacity Management, Application Performance Management, Virtual Networking, API Gateway, Scalability, Large Language Modeling
中级 · 课程 · 3-6 个月

Berklee
您将获得的技能: 创造力, 协调, 音乐, 音乐表演, 音乐创作, 精神集中, 音乐理论, 器乐
初级 · 专项课程 · 3-6 个月

Lund University
您将获得的技能: 环境科学, 创新, 环境问题, 案例研究, 社会影响, 社会经济学, 可持续发展, 系统思考, 环境, 社区发展, 管理, 可持续技术, 可持续设计, 可持续商业, 业务建模, 多媒体, 减缓气候变化, 水资源的可持续性, 适应气候变化, 水资源
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Dashboard, Issue Tracking, Data Visualization, Microsoft Excel, Project Management Software, Project Schedules, Key Performance Indicators (KPIs), Agile Project Management, Project Management, Workflow Management, Analysis, Data Management
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Research, Psychology, Social Sciences, Mental Health Diseases and Disorders, Scientific Methods, Social Skills, Social Justice, Human Learning, Human Development, Cognitive flexibility, Hospice, Empathy & Emotional Intelligence, Learning Theory, Culture, Biology, Interpersonal Communications, Mental Health, Emotional Intelligence, Prenatal Care, Critical Thinking
获得学位
学位 · 1-4 年