文本挖掘课程可以帮助您学习从非结构化数据中提取信息、自然语言处理和情感分析的技术。您可以掌握数据预处理、文本分类和文本数据 Visualization 方面的技能。许多课程都会介绍 NLTK 和 spaCy 等 Python 库以及数据分析和机器学习软件等工具,这些工具支持实施文本挖掘项目,并增强您对如何利用 AI 分析大型文本数据集的理解。

Board Infinity
您将获得的技能: Natural Language Processing, LLM Application, Generative AI, Text Mining, Performance Tuning, Cloud API, Application Development, Application Programming Interface (API), Artificial Intelligence, Systems Integration, Responsible AI, Data Ethics, Internet Of Things, Analysis, Big Data, Analytics, Scalability
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Prompt Engineering, Prompt Patterns, Critical Thinking, Critical Thinking and Problem Solving, Generative AI, Social Impact, Research, Responsible AI, Analytical Skills, Creative Thinking, Writing, Report Writing, Data Ethics, Business Writing, Creative Problem-Solving, Creativity, Personal Development, Self-Awareness, English Language, Computer Literacy
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

University of Minnesota
您将获得的技能: 机器学习算法, AI 个性化服务, 数据操作, Algorithm, 应用机器学习, 数据挖掘, 协作软件, 预测建模
混合 · 课程 · 1-3 个月

SAS
您将获得的技能: 数据访问, 数据清理, 探索性数据分析, 数据预处理, 微软Excel, 统计编程, 数据分析, 描述性统计, 数据转换, 数据导入/导出, SQL, SAS(软件), 数据操作
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 色彩理论, 排版, 叙事, 平面设计, Adobe InDesign, 设计元素和原则, 设计师, 平面和视觉设计, 信息架构, 数字设计, 图像质量, 图形和视觉设计软件, Adobe Photoshop, 徽标设计, 文件管理, 网页设计与开发, 设计研究, 用户体验设计, 布局设计
初级 · 专项课程 · 3-6 个月
University of Pennsylvania
您将获得的技能: 文科, 古代历史, 心理学, 世界历史, 人类学, 道德标准与行为, 艺术史, 社会学
混合 · 课程 · 1-3 个月
Johns Hopkins University
您将获得的技能: 分子生物学, 生化检测, 产品测试, 环境科学, 细胞培养, 实验室研究, 生物信息学, 生物化学, 环境 Regulator, 解析化学, 危害分析, 药理学, 数据挖掘, 生物统计学
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Canva (Software), Layout Design, Graphic and Visual Design, Design Elements And Principles, Typography, Design, File Management
初级 · 课程 · 1-4 周

您将获得的技能: Adobe Premiere, Video Editing, Post-Production, Photo/Video Production and Technology, Video Production, Color Theory, File Management, Motion Graphics, Timelines, Performance Tuning
初级 · 课程 · 3-6 个月

您将获得的技能: Lean Methodologies, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Sprint Retrospectives, Business Transformation, Business Process Modeling, Value Engineering, Agile Product Development, Continuous Improvement Process, Agile Project Management
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月