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。

The Open University
您将获得的技能: 创新, 业务架构, 可持续商业, 构思, 认知灵活性, 解决问题, 创造性思维, 系统思考, 批判性思维, 决策
中级 · 课程 · 1-4 周

您将获得的技能: Java Programming, Object Oriented Design, Linux Commands
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Natural Language Processing, Google Cloud Platform, Verification And Validation, Data Analysis, Machine Learning
中级 · 项目 · 不超过 2 小时
您将获得的技能: Adobe After Effects, Motion Graphics, Animations, Video Editing, Post-Production
中级 · 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

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Oil and Gas, Statistical Reporting, Statistical Methods, Estimation, Simulation and Simulation Software, Data Integration
中级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Data Analysis, Contextual Advertising, Big Data, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Consumer Behaviour, Machine Learning
初级 · 课程 · 1-4 周

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

您将获得的技能: Hypertext Markup Language (HTML), HTML and CSS, Cascading Style Sheets (CSS), Web Design, Web Design and Development, Git (Version Control System), Front-End Web Development, Browser Compatibility, Mobile Development, Javascript, Animations, User Interface (UI), Web Development Tools, Web Content Accessibility Guidelines, Typography, Semantic Web, GitHub, Version Control, Application Deployment, Development Environment
初级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing
中级 · 课程 · 1-4 周

您将获得的技能: Active Directory, Windows PowerShell, Windows Servers, User Accounts, Microsoft Servers, Scripting, Remote Access Systems, User Interface (UI), Server Administration, Hypertext Markup Language (HTML), Data Import/Export
初级 · 课程 · 1-4 周

您将获得的技能: Debugging, Development Environment, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Programming Principles, Computational Logic, Data Structures
初级 · 课程 · 1-3 个月