文本分类课程可以帮助您学习文本数据分类、构建机器学习 Model 和评估性能指标的技术。您可以培养自然语言处理、Feature Extraction 和数据预处理方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持实现算法和完善模型。

University of California, Irvine
您将获得的技能: 商业分析, 无监督学习, 数据建模, 云计算, 商业智能, 星形模式, 监督学习, 数据仓库, 预测建模, 市场分析, 分类算法, 雪花模式, 摘录, 数据驱动的决策制定, 数据挖掘
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

Georgia Institute of Technology
您将获得的技能: 商务写作, 同行评审, 撰写建议书, 演讲, 语法, 撰写报告, 编辑, 写作, 商务信函, 业务沟通, Microsoft PowerPoint
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 模型评估, Scikit-learn (机器学习库), 回归分析, 监督学习, Virtual Machine, 无监督学习, 微软 Azure, 负责任的人工智能, MLOps(机器学习 Operator), 预测建模, 模型部署, 人工智能和机器学习(AI/ML), 应用机器学习, 数据库, 分类算法, 数据管道, 机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics
中级 · 课程 · 1-4 周

您将获得的技能: Data Governance, General Data Protection Regulation (GDPR), Data Management, Data Strategy, Metadata Management, Data Architecture, Compliance Management, Data Storage Technologies, Data Integration, Data Maintenance, Data Processing, Data Storage, MLOps (Machine Learning Operations), Data Quality, Extract, Transform, Load, Regulatory Requirements, Data Preprocessing, Scalability, Data Validation, Expense Management
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Performance Analysis, Descriptive Analytics, Business Analytics, Data-Driven Decision-Making, Data Analysis, Media and Communications, Analysis, Predictive Analytics, Performance Measurement, Data Collection, Small Data, Big Data, Spatial Analysis, Research, Performance Reporting, Learning Styles, Innovation, Leadership, Communication
初级 · 课程 · 1-4 周
Starweaver
您将获得的技能: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Threat Management, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Machine Learning Methods, Automation
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Linux 命令, 云计算架构, 命令行界面, 版本控制, 系统监控, Linux 管理, Operating System 管理, 文件管理, Devops, 用户账户, Linux, 防火墙, Git(版本控制系统), 乌班图, 软件包和软件管理, 公钥基础设施, Virtual Private Networks(VPN), 文件系统, Linux 服务器, 入侵检测和防御
初级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Validation, Data Management, Workflow Management
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 适应气候变化, 环境资源管理, 能源与公用事业, 可持续性标准, 可持续工程, 人口统计, 环境, 水资源管理, 环境科学, 经济学, 社会科学, 水资源, 可持续发展, 环境政策
混合 · 课程 · 1-3 个月

Logical Operations
您将获得的技能: Adobe Illustrator, Adobe Creative Cloud, Graphic Design, Graphic and Visual Design, Adobe Photoshop, Graphic and Visual Design Software, User Interface (UI), Computer Graphics, Document Management, Design Elements And Principles, Typography, Web Content, Productivity Software, Scalability
混合 · 课程 · 1-3 个月