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。

DeepLearning.AI
您将获得的技能: 概率与统计, 大型语言模型, 数据处理, 非结构化数据, 文本挖掘, 人工智能和机器学习(AI/ML), 机器学习算法, PyTorch(机器学习库), 降维, 深度学习, Algorithm, 马尔可夫模型, 人工智能, Machine Learning 方法, 自然语言处理, 监督学习, 人工神经网络, Keras(神经网络库), 张力流, 功能工程
中级 · 专项课程 · 3-6 个月

您将获得的技能: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Pivot Tables And Charts, Data Processing, SQL, Dataflow, Workflow Management
混合 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Python Programming, Text Mining, Data Science, Data Processing, Supervised Learning, Applied Machine Learning, Unstructured Data, Markov Model
初级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Web Analytics and SEO, Google Ads, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

您将获得的技能: Natural Language Processing, Deep Learning, Large Language Modeling, Text Mining, Semantic Web, Generative AI, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Probability Distribution, Machine Learning Algorithms, Algorithms
中级 · 专项课程 · 3-6 个月

您将获得的技能: 生成式人工智能, 大型语言模型, PyTorch(机器学习库), 文本挖掘, 应用机器学习, 自然语言处理
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Structures, Python Programming, Natural Language Processing, Data Visualization Software
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Scikit Learn (Machine Learning Library), Data Science, Data Processing, Unstructured Data, Algorithms
混合 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: Data Validation, 数据处理, 业务流程建模, 流程改进, 业务流程管理, 验证和确认, 实时数据, 工艺优化, 过程分析, 数据挖掘, 业务过程, 数据科学
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Data Processing, Probability & Statistics, Unstructured Data, Deep Learning, Machine Learning, Supervised Learning, Algorithms, Regression Analysis
攻读学位
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Bioinformatics, Biotechnology, Data Management, Biostatistics, Informatics, Clinical Data Management, Precision Medicine, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, R Programming, Scientific Visualization, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regulatory Requirements, Environmental Regulations, Regulation and Legal Compliance, Project Closure, Operations, Operational Analysis, Plant Operations and Management, Manufacturing Operations, Environment and Resource Management, Manufacturing and Production, Sustainable Development, Workforce Development, Environment Health And Safety, Prospecting and Qualification, Environment
初级 · 课程 · 1-4 周