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。

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Model Evaluation, Statistical Reporting, Logistic Regression, Data Mining, Business Analytics, Predictive Analytics, Dimensionality Reduction, Big Data, Plot (Graphics), Data Analysis, Data-Driven Decision-Making, Statistical Modeling, Visualization (Computer Graphics), R Programming, Predictive Modeling, Data Modeling, Analytical Skills, Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Application Security, File Systems, SQL, Unsupervised Learning, Data Visualization, Database Systems, Software Development Methodologies, Statistical Hypothesis Testing, Theoretical Computer Science, Object Oriented Programming (OOP), Text Mining, Spatial Data Analysis, R Programming, Artificial Intelligence, Matplotlib
获得学位
学位 · 1-4 年

Dartmouth College
您将获得的技能: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Embedded Software, Digital Signal Processing, Distributed Computing, Recurrent Neural Networks (RNNs), Probability & Statistics, Deep Learning, Machine Learning, Image Analysis, Convolutional Neural Networks, Generative AI, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Data Storytelling, Operations Management, Design Thinking, Data Visualization, Active Listening, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Working Capital, Database Management, Project Estimation, Financial Statements, Marketing Management, Business Analytics, Human Resources Management and Planning, Financial Accounting, Predictive Analytics, Big Data, Regression Analysis, Operations Research, Marketing
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Descriptive Analytics, Data Ethics, Statistical Reporting, SQL, NoSQL, Digital Transformation, Data Mining, Business Analytics, Predictive Analytics, Big Data, Database Design, Data Analysis, Data-Driven Decision-Making, R Programming, Database Theory, Analytical Skills, Business Transformation, Technology Strategies, Organizational Strategy, Business Strategy
提供的学分
MasterTrack · 6-12 个月

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, File Systems, SQL, Unsupervised Learning, Data Visualization, Software Development Methodologies, Statistical Hypothesis Testing, Financial Statement Analysis, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Spatial Data Analysis, R Programming, Artificial Intelligence, Matplotlib
获得学位
学位 · 1-4 年

Universidad de los Andes
您将获得的技能: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Data Storytelling, Cloud-Native Computing, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Project Closure, Artificial Intelligence, Generative AI, Cash Flows, Model Deployment, Probability & Statistics, Data Ethics
获得学位
学位 · 1-4 年
University of Illinois at Urbana-Champaign
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Simulations, Transfer Learning, Dashboard
获得学位
学位 · 1-4 年

Clemson University
您将获得的技能: Human Computer Interaction, MySQL, Large Language Modeling, Data Ethics, Generative AI, Graph Theory, Database Design, Software Development Methodologies, Databases, Usability, Relational Databases, Database Management Systems, Reinforcement Learning, Data Preprocessing, Data Science, Data Structures, Data Mining, Responsible AI, Engineering Software, Human Machine Interfaces
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, JavaScript Frameworks, Acceptance Testing, Software Design, Regression Testing, Usability, Web Content Accessibility Guidelines, Angular, Agile Software Development, Application Design, Software Design Patterns
提供的学分
MasterTrack · 6-12 个月

Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Matplotlib, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时