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。

Microsoft
您将获得的技能: Data Manipulation, Data Cleansing, Data Quality, Data Preprocessing, Tidyverse (R Package), Data Transformation, R Programming, Text Mining, Data Validation, Generative AI, Anomaly Detection
初级 · 课程 · 1-3 个月

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

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

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

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

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
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Data Transformation, Feature Engineering, Pandas (Python Package), Text Mining, Predictive Modeling, Scikit Learn (Machine Learning Library), Python Programming, Data Analysis, Machine Learning
中级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: Multimedia, Canva (Software), Animations, Design, Graphic and Visual Design Software, Video Production, Graphic Design, Graphic and Visual Design, Marketing
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Model Deployment, Tensorflow, Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Natural Language Processing, Applied Machine Learning, Text Mining
高级设置 · 课程 · 1-4 周

Rice University
您将获得的技能: Pulmonology, Obstetrics And Gynecology, Respiration, Anatomy, Urology, Cardiology, Urinalysis, Patient Evaluation, Immunology, Hematology, Hemodynamics, Nephrology, Capillary, Gynecology, Physiology, Pathology, Clinical Nutrition, Medical Terminology, Biology, Lifelong Learning
中级 · 专项课程 · 3-6 个月