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, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年

Pearson
您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Transfer Learning, Natural Language Processing, Embeddings, Image Analysis, Deep Learning, Computer Vision, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, AI Enablement, Semantic Web, Generative AI, Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), Generative AI, LLM Application, AI Personalization, Image Analysis, Vector Databases
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: AI Personalization, Business Logic, Application Development, C# (Programming Language), Computer Programming, Programming Principles, Data Structures, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Adobe After Effects, Animations, Motion Graphics, Musical Composition, Video Editing, Video Production, Timelines, Typography, Scripting, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), Security Requirements Analysis, Personally Identifiable Information, Incident Response, Compliance Management, Data Security, Regulation and Legal Compliance, Encryption, Data Management, Personal Attributes
初级 · 课程 · 1-3 个月

您将获得的技能: Canva (Software), Logo Design, Graphic and Visual Design, Animations, Branding, Marketing Design, Social Media Content, Style Guides, Scheduling, Typography
初级 · 课程 · 1-3 个月

您将获得的技能: Ansible, Automation, IT Automation, Infrastructure as Code (IaC), Devops Tools, YAML, Performance Tuning, System Configuration
中级 · 课程 · 1-4 周

您将获得的技能: React.js, Full-Stack Web Development, UI Components, Node.JS, Application Deployment, Javascript, Web Applications, Front-End Web Development, Web Development Tools, Event-Driven Programming, Back-End Web Development, Context Management, Data Persistence, Animations
中级 · 课程 · 3-6 个月

您将获得的技能: Teamwork, Team Building, Leadership, Adaptability, Strategic Leadership, Resilience, Professional Development, Diversity and Inclusion, Productivity, Decision Making, Personal Development, Business, Problem Solving, Self-Awareness, Change Management
初级 · 课程 · 1-3 个月

您将获得的技能: GitHub, Hypertext Markup Language (HTML), Software Documentation, Technical Documentation, Version Control
初级 · 课程 · 1-3 个月