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。

Kennesaw State University
您将获得的技能: 探索性数据分析, 相关性分析, 数据收集, 精益六西格玛, 过程分析, 概率与统计, 六西格玛方法, 回归分析, 制图, 流程改进, 统计分析, 团队管理, 加工能力, 质量改进, 流程制图, 统计过程控制, 业务过程
中级 · 课程 · 1-3 个月

您将获得的技能: Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Machine Learning Software, Clinical Informatics, Statistical Machine Learning, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Data Analysis
中级 · 课程 · 1-4 周
University of Toronto
您将获得的技能: 探索性数据分析, 网络分析, 数据库, 生物信息学, 数据分析, 数据挖掘, 数据可视化软件
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: IT Service Management, Service Management, Digital Transformation, Information Technology Infrastructure Library, IT Management, Communication Strategies, Stakeholder Communications, Management Training And Development, Enterprise Application Management, Organizational Strategy, Professional Networking, Value Propositions, Business Operations, Continuous Improvement Process
初级 · 课程 · 3-6 个月

Lund University
您将获得的技能: 校对, 扫盲, 编辑, 语法, 风格指南, 正规学习, 英语, 写作, 词汇
初级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: 细胞培养, 环境科学, 危害分析, 环境 Regulator, 生化检测, 生物信息学, 生物化学, 解析化学, 产品测试, 分子生物学, 药理学, 数据挖掘, 生物统计学, 实验室研究
中级 · 课程 · 1-3 个月

LearnKartS
您将获得的技能: Google Gemini, Marketing Automation, ChatGPT, Marketing, Generative AI, Content Marketing, Business Marketing, Content Creation, Digital Content, Prompt Engineering, Branding, Social Media, Google Ads, Search Engine Optimization, Digital Assets, Digital Advertising, Productivity, Facebook, Sales Pipelines, Web Development
初级 · 专项课程 · 3-6 个月

Pontificia Universidad Católica de Chile
您将获得的技能: AI Personalization, Model Evaluation, Predictive Modeling, Machine Learning, Machine Learning Software, Dimensionality Reduction, Machine Learning Algorithms, Text Mining
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Animations, Multimedia, Storytelling, Typography, Branding, Data Import/Export, Drive Engagement
初级 · 课程 · 1-4 周

您将获得的技能: Technology Strategies, IT Management, Operational Efficiency, Contract Management, Information Technology, Business Transformation, Digital Transformation, Enterprise Architecture, Risk Management, Governance, Operational Analysis, Service Management, Technology Solutions, Business Strategy, Compliance Management, Service Design, Strategic Planning
中级 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周