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。

Northeastern University
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Matplotlib, Data Preprocessing, Pandas (Python Package), Scatter Plots, Data Cleansing, Data Integration, Data Transformation, Big Data, Programming Principles, Python Programming
攻读学位
混合 · 课程 · 1-3 个月

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
初级 · 课程 · 1-3 个月

您将获得的技能: Data Transformation, Power BI, Data-Driven Decision-Making, Data Integration, Data Cleansing, Data Wrangling, Extract, Transform, Load, Data Preprocessing, Data Modeling, Business Intelligence, Data Visualization Software, Data Quality, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Animations, ChatGPT, Generative AI, Education Software and Technology, AI Personalization, Prompt Engineering, AI Product Strategy, Scripting, AI Workflows, Storyboarding
混合 · 课程 · 1-4 周

您将获得的技能: Video Editing, Animations, Post-Production, Motion Graphics, Video Production, Photo/Video Production and Technology, Cinematography, Image Quality, Color Theory
混合 · 课程 · 1-3 个月

您将获得的技能: Selenium (Software), JUnit, HTML and CSS, Test Automation, Software Testing, Test Script Development, Web Development, Software Quality Assurance, Continuous Integration, Java, Test Execution Engine, Object Oriented Programming (OOP), Debugging
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, LangChain, Embeddings, Real Time Data, Vision Transformer (ViT), Data Quality
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Generative AI, Mockups, User Interface and User Experience (UI/UX) Design, Usability, AI Workflows, Software Design, Prompt Engineering, Artificial Intelligence, Prototyping, User Centered Design, Software Architecture, Wireframing, Software Engineering
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据预处理, 非结构化数据, 文件管理, 检索-增强生成, 视觉转换器(ViT), 数据转换, JSON, LLM 申请, 元数据管理, 图像分析
初级 · 项目 · 不超过 2 小时

您将获得的技能: C++ (Programming Language), Maintainability, Software Design Patterns, Programming Principles, Algorithms, Data Structures, Performance Tuning, Debugging
高级设置 · 课程 · 1-3 个月

Duke University
您将获得的技能: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Email Marketing, Generative AI Agents, Persona Development, AI Personalization, ChatGPT, Customer Insights, Target Audience, Marketing Automation, Content Creation
中级 · 课程 · 1-4 周