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。

DeepLearning.AI
您将获得的技能: 人工智能, 张力流, 监督学习, 深度学习, 模型评估, 数据伦理, 决策树学习, 机器学习, 人工神经网络, 应用机器学习, 性能调整, 随机森林算法, 分类算法, 迁移学习, 逻辑回归
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 决策树学习, 预测建模, 监督学习, 机器学习, 人工神经网络, 模型评估, 回归分析, 功能工程, 应用机器学习, 随机森林算法, 分类算法, 无监督学习
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据预处理, Scikit-learn (机器学习库), 文本挖掘, 机器学习算法, 模型评估, 预测建模, 机器学习, 时间序列分析和预测, 功能工程, Pandas(Python 软件包), 回归分析, 应用机器学习, Jupyter, 监督学习, 无监督学习, 数据操作, 分类算法
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

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
Duke University
您将获得的技能: SQL, 仪表板, 微软Excel, 数据可视化软件, MySQL, 数据分析, 商业分析, Tableau 软件, 关系数据库, 数据叙事, 业务指标, 分析, 大数据, 预测分析, 业务沟通, 预测建模, 数据可视化, 数据库设计, 业务流程改进
初级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Data Security, Google Cloud Platform, Enterprise Architecture, Generative AI Agents, Application Deployment, AI Enablement, Solution Architecture, Enterprise Security, Large Language Modeling, Data Integration, Text Mining
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Distributed Denial-Of-Service (DDoS) Attacks, Prompt Engineering, Kubernetes, Cloud Security, Containerization, OAuth, Cloud Storage, Cloud Services, Application Deployment, Virtual Machines, Virtual Networking, Security Controls, Cloud Computing, Threat Management, Application Security, Data Security
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Python 程序设计, 递归神经网络 (RNN), 深度学习, 线性代数, 人工神经网络, 卷积神经网络, 应用机器学习, 监督学习, 微积分
中级 · 课程 · 1-4 周