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。

Red Hat
您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
中级 · 课程 · 3-6 个月

IIT Guwahati
您将获得的技能: Package and Software Management, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Database Management, Model Evaluation, Database Theory, Social Network Analysis, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Matplotlib, Spreadsheet Software, Scatter Plots, Econometrics
获得学位
学位 · 1-4 年

LearnQuest
您将获得的技能: 集装箱化, 新兴技术, 云部署, 云计算架构, 混合云计算, 可扩展性, 软件即服务, 基础设施即服务(IaaS), 托管服务, 云计算, 云托管, 微软 Azure, 公共云, 云技术, 云服务, Virtual Machine, 云平台, 无服务器计算, 云基础设施, 平台即服务(PaaS)
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Lakes, Google Cloud Platform, Data Pipelines, Data Processing, Apache Spark, Apache Kafka, Real Time Data, Big Data, Dataflow, Data Warehousing, Apache Hadoop, Model Deployment, Data Infrastructure, Data Architecture, Data Management, Metadata Management, Tensorflow, Extract, Transform, Load, Data Migration, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 调试, 数据清理, 自动化, 解决问题, 数据管理, Data Management, 编程原则, Visual Basic(编程语言), Excel 宏, 计算机编程, 电子表格软件, Algorithm
初级 · 课程 · 1-3 个月

您将获得的技能: Ansible, Infrastructure as Code (IaC), DevOps, Kubernetes, YAML, Docker (Software), Automation, Debugging, Security Controls, Microsoft Windows, Configuration Management
中级 · 课程 · 3-6 个月

您将获得的技能: Payment Systems, Debugging
中级 · 课程 · 3-6 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference
提供的学分
研究生证书 · 6-12 个月

Karlsruhe Institute of Technology
您将获得的技能: 模型评估, 嵌入, 自然语言处理, 人工智能和机器学习(AI/ML), 深度学习, 统计机器学习, 词汇, 递归神经网络 (RNN), 多种语言, 人工神经网络
中级 · 课程 · 1-3 个月

您将获得的技能: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing
中级 · 课程 · 1-4 周

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

Amazon Web Services
您将获得的技能: AWS 身份和访问管理 (IAM), Data Governance, 机器学习, 数据架构, 数据科学, 数据基础设施, 数据导入/导出, 亚马逊网络服务, 数据存储, 亚马逊 S3, 数据管理, Data Management, Query 语言, 数据处理, 数据仓库, 数据工程, 数据转换, 数据可视化, 数据湖
初级 · 课程 · 1-3 个月