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。

Vanderbilt University
您将获得的技能: 数据叙事, 计算机视觉, 人工智能, Prompt Engineering, 烹饪, 生成式人工智能, 支出管理, 项目控制, 摄影, 社交媒体内容, 组织技能, 图像分析, 支出报告
初级 · 课程 · 1-4 周

Packt
您将获得的技能: LangChain, Prompt Engineering, LLM Application, LangGraph, Generative AI Agents, Embeddings, Agentic systems, AI Workflows, OpenAI API, Large Language Modeling, Hugging Face, OpenAI, ChatGPT, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Retrieval-Augmented Generation, Artificial Intelligence, Vector Databases, User Interface (UI)
中级 · 专项课程 · 3-6 个月

Pearson
您将获得的技能: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Data Integration, Linux Commands, File Systems, Text Mining, Data Transformation, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)
中级 · 专项课程 · 1-4 周

Google Cloud
您将获得的技能: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining, Applied Machine Learning
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Prompt Engineering, 生成式人工智能, AI 赋能, Google 工作空间, LLM 申请, 谷歌文档, 校对, 双子座
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Docker (软件), 模型部署, MLOps(机器学习 Operator), CI/CD, 迁移学习, 云部署, 机器学习软件, 云计算, 微软 Azure, 模型评估, 集装箱化, Devops, GitHub, 拥抱的脸
高级设置 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining
高级设置 · 课程 · 1-4 周

Universidad Nacional de Colombia
您将获得的技能: Electric Power Systems, Time Series Analysis and Forecasting, Data Mining, Data Science, Statistical Methods, Python Programming, Data Manipulation, Data Preprocessing, Data Visualization Software, Classification And Regression Tree (CART), Regression Analysis, Artificial Neural Networks
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, Data Analysis, Image Analysis, Multimodal Prompts, Data Processing, Text Mining
初级 · 项目 · 不超过 2 小时

University of California, Irvine
您将获得的技能: 营销策略, 叙事, 社交媒体战略, 社交媒体, 网络分析和 SEO, 搜索引擎营销, 数字化营销, 用户关系管理, 消费者行为, 在线广告, 品牌管理, 内容营销, 关键词研究, 搜索引擎优化, 点击付费广告, 营销传播
初级 · 课程 · 1-4 周