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。

Coursera
您将获得的技能: 生成式人工智能, LLM 申请, 远程保健, Prompt Engineering, ChatGPT, 病人沟通, 自然语言处理, 健康技术, 人工智能
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Text Mining, Natural Language Processing
中级 · 课程 · 1-4 周

Lund University
您将获得的技能: Writing, Editing, Literacy, Grammar, Peer Review, Style Guides
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Data Analysis, Data Mining, Data Manipulation, SQL, Data Management
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 深度学习, 递归神经网络 (RNN), 人工神经网络, 自然语言处理, 性能调整, Machine Learning 方法
高级设置 · 课程 · 1-4 周

您将获得的技能: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
初级 · 专项课程 · 1-3 个月

您将获得的技能: Google Ads, Advertising Campaigns, Search Engine Marketing, Campaign Management, Pay Per Click Advertising, Performance marketing, Keyword Research, Performance Measurement, Online Advertising, Digital Advertising, Advertising, Marketing, Copywriting, Quality Assessment
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Bioinformatics, Informatics, Network Analysis, Medical Science and Research, Molecular Biology, Infectious Diseases, Biochemistry, Data Mining, Scientific Visualization, Data Analysis Software, Pharmacology
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Animations, Editing, Writing and Editing, Content Creation, Video Editing, Video Production, Training and Development
初级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Star Schema, Data Governance, Database Design, Snowflake Schema, SQL, Relational Databases, Data Mining, Data Quality, Data Analysis
混合 · 课程 · 1-3 个月

您将获得的技能: Social Media Management, Social Media, Social Media Marketing, Google Ads, Email Marketing, Social Media Strategy, Online Advertising, Social Media Campaigns, Pay Per Click Advertising, Content Creation, Customer Retention, Instagram, Paid media, Customer Relationship Building, E-Commerce, Digital Marketing, TikTok, Keyword Research, Strategic Marketing, Brand Marketing
初级 · 专项课程 · 1-3 个月