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。

您将获得的技能: Linux Commands, Linux, OS Process Management, Command-Line Interface, Unix Commands, User Accounts, Bash (Scripting Language), Shell Script, Linux Administration, Unix Shell, File Management, Remote Access Systems, Scripting, DevOps
初级 · 课程 · 3-6 个月

The Open University
您将获得的技能: 创新, 系统思考, 面试技巧, 业务系统分析, 利益相关者分析, 可持续商业, 解决复杂问题, 企业可持续发展, 可持续性标准, 可持续发展, 解决问题, 流程制图
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation
混合 · 课程 · 1-4 周

您将获得的技能: Data Import/Export, Microsoft Visual Studio, Microsoft Excel, R Programming, Data Processing, Data Cleansing
初级 · 课程 · 1-4 周

您将获得的技能: Canva (Software), Color Theory, Digital Design, Graphic and Visual Design, Graphic Design, Storytelling, Web Content, Creative Design, Data Sharing, Marketing, Advertising
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Canva (Software), Infographics, Diagram Design, Graphic Design, Graphic and Visual Design, Graphic and Visual Design Software, Multimedia, Collaborative Software, Developing Training Materials, Data Sharing, Marketing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Adobe Photoshop, Layout Design, Photo Editing, Graphic and Visual Design, Creative Design, Typography, Color Theory
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Web Services, Customer Communications Management, Customer experience strategy (CX), Integrated Marketing Communications, Cross-Channel Marketing, Service Level, Systems Integration, Security Controls
初级 · 课程 · 1-4 周

您将获得的技能: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Web Design, Web Design and Development, User Interface and User Experience (UI/UX) Design, Animations, Typography, Color Theory
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Data Manipulation, Data Cleansing, Python Programming, Analysis, Development Environment, Software Development Tools, Algorithms
混合 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Model Evaluation, Data Preprocessing, Generative AI, Transfer Learning, PyTorch (Machine Learning Library), Machine Learning, Convolutional Neural Networks, Image Quality
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月