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。

Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Analytics, Feature Engineering, Predictive Modeling, Data Science, Data Processing, Statistical Analysis, Performance Analysis, Case Studies, Applied Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Data Cleansing, Project Implementation
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 大型语言模型, Machine Learning 方法, 张力流, 深度学习, 文本挖掘, 人工神经网络, 自然语言处理
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Unstructured Data, Emerging Technologies, Big Data, Health Technology, Analytics, Clinical Informatics, Machine Learning, Health Care, Applied Machine Learning, Data Analysis, Artificial Intelligence, Home Health Care, Data Quality, Responsible AI, Business Process Improvement
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 统计方法, Machine Learning 方法, Algorithm, 无监督学习, 探索性数据分析, Data Validation, 数据挖掘, 机器学习算法
混合 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化软件, 技术写作, 数据分析, Algorithm, 数据展示, 非结构化数据, 大数据, 文本挖掘, 分析, 自然语言处理, 探索性数据分析, 数据挖掘, 数据处理
混合 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Machine Learning, Unstructured Data, Data Cleansing, Data Processing, Applied Machine Learning, Deep Learning, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Text Mining, Semantic Web, Generative AI, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Unsupervised Learning
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 统计方法, 信息隐私, Algorithm, 非结构化数据, 文本挖掘, 图像分析, 异常检测, 大数据, 数据挖掘, 空间分析, 高级分析
混合 · 课程 · 1-3 个月

您将获得的技能: Text Mining, Data Cleansing, PyTorch (Machine Learning Library), Data Manipulation, Data Processing, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Machine Learning, JSON, Data Processing, Natural Language Processing, Machine Learning Algorithms, Exploratory Data Analysis, Python Programming
攻读学位
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 数据可视化软件, Matplotlib, 统计可视化, 制图, Python 程序设计, 数据展示, 散点图, 科学可视化, 数据操作, 可视化(计算机制图), 交互式数据可视化, 柱状图, Pandas(Python 软件包), NumPy, 数据可视化
中级 · 课程 · 1-4 周