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。

您将获得的技能: Data Analysis, Data Cleansing, Microsoft Excel, Exploratory Data Analysis, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas
中级 · 指导项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Data Preprocessing, Regression Analysis, Data Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Logistic Regression, Classification Algorithms, Artificial Neural Networks
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混合 · 课程 · 3-6 个月

University of Toronto
您将获得的技能: 数据叙事, 数据 Compiler, 地理空间制图, 数据管理, ArcGIS, 数据整合, 数据映射, 数据可视化, 地理信息系统, 空间分析, 元数据管理
初级 · 课程 · 1-3 个月

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

Akamai Technologies, Inc.
您将获得的技能: 乌班图, 操作系统, 命令行界面, Linux, Linux 管理, 虚拟化, Unix Shell, 用户账户, Linux 命令, Open Source 技术, Virtual Machine, 系统配置, 安全控制, 文件管理, 文件系统, 操作系统流程管理, 红帽企业 Linux
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Image Analysis, LLM Application, Multimodal Prompts, Large Language Modeling, Text Mining, Google Cloud Platform, Computer Vision, Data Processing
初级 · 项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Web Scraping, Research Design, Matplotlib, Research, Data Ethics, Data Collection, Seaborn, Text Mining, Data Science, Data Visualization Software, JSON, Data Manipulation, Data Analysis, Python Programming, Natural Language Processing, Data Structures, Data Preprocessing, Programming Principles
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初级 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, FinTech, Ggplot2, Data Visualization Software, Plot (Graphics), Deep Learning, Data Modeling, R Programming, Market Data, Predictive Analytics, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Data Manipulation, Machine Learning, Financial Market
初级 · 专项课程 · 1-3 个月

您将获得的技能: Responsible AI, Social Media Management, Social Media, Social Media Marketing, Google Ads, Digital Marketing, Email Marketing, Social Media Strategy, Digital Advertising, Web Analytics and SEO, Online Advertising, Social Media Campaigns, Digital Media Strategy, Paid media, Pay Per Click Advertising, Content Creation, Customer Retention, Search Engine Optimization, Presentations, Generative AI
初级 · 专业证书 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: Education Software and Technology, Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, FinTech, Data Mining, AI Personalization, Financial Planning, Learning Theory, Regulatory Compliance, Relationship Building, Risk Modeling, Legal Risk
中级 · 专项课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Anomaly Detection, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Marketing Analytics, Data Mining, Feature Engineering, Autoencoders, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Marketing, Statistical Machine Learning, Target Audience, Python Programming, Market Analysis, Exploratory Data Analysis, Model Evaluation, Algorithms
初级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月