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。
University of Toronto
您将获得的技能: 数据可视化软件, 数据库, 网络分析, 探索性数据分析, 数据分析, 数据挖掘, 生物信息学
中级 · 课程 · 1-3 个月

您将获得的技能: Google Ads, Bidding, Advertising Campaigns, Pay Per Click Advertising, Search Engine Marketing, Online Advertising, Keyword Research, Performance marketing, Digital Advertising, Campaign Management, Web Analytics, Marketing Strategies, Target Audience
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 叙事, 色彩理论, 平面设计, 排版, 图像质量, 设计师, Adobe InDesign, 数字设计, 布局设计, 信息架构, 设计元素和原则, 网页设计与开发, 文件管理, 徽标设计, Adobe Photoshop, 平面和视觉设计, 设计研究, 图形和视觉设计软件, 用户体验设计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Video Production, Instructional Design, Digital pedagogy, Virtual Environment, User Interface and User Experience (UI/UX) Design, Teaching, Education Software and Technology, User Centered Design, Student Engagement, Learning Styles, Technical Writing, Web Content Accessibility Guidelines, UI/UX Research, Online Advertising, Survey Creation
初级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Office
初级 · 指导项目 · 不超过 2 小时

Kennesaw State University
您将获得的技能: 过程分析, 概率与统计, 流程改进, 数据分析, 精益六西格玛, 质量改进, 统计, 测量系统, 根源分析, 六西格玛方法, 概率, 风险分析, 概率分布, 流程制图, 统计方法
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 分类算法, 分子生物学, 无监督学习, 机器学习, 数据预处理, 数据挖掘, 生命科学, 生物信息学, 应用机器学习, 数据分析软件, 降维
中级 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Adobe Illustrator, Adobe Creative Cloud, Graphic Design, Graphic and Visual Design, Adobe Photoshop, Graphic and Visual Design Software, User Interface (UI), Computer Graphics, Document Management, Design Elements And Principles, Typography, Web Content, Productivity Software, Scalability
混合 · 课程 · 1-3 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

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Machine Learning Methods, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings
高级设置 · 专项课程 · 3-6 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