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, R Programming, Tidyverse (R Package), Text Mining, Data Wrangling, Data Transformation, Data Cleansing, Performance Tuning, Data Preprocessing
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Model Evaluation, Digital Transformation, Geospatial Information and Technology, Environmental Regulations, Predictive Modeling, Advanced Analytics, Environment and Resource Management, Computer Vision, Environment Health And Safety, Environment, Supervised Learning, Operations, Workforce Development, Operations Management
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Natural Language Processing, Data Wrangling, Data Pipelines
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Ethics, Data Validation, Generative AI, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Hugging Face, Data Collection, Unstructured Data, Data Transformation
中级 · 课程 · 1-4 周

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

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, Google Ads, Customer Insights, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 算法, 深度学习, 监督学习, PyTorch(机器学习库), 自然语言处理, 机器学习方法, 迁移学习, 文本挖掘, 降维, 马尔可夫模型, 分类算法, Keras(神经网络库), 功能工程, 统计机器学习, 数据预处理, 张力流, 应用机器学习, 人工神经网络, 递归神经网络 (RNN), 嵌入
中级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, NumPy, Embeddings, Data Visualization, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Text Mining, Data Science, Data Processing, Applied Machine Learning, Unstructured Data, Markov Model, Data Preprocessing
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据建模, 数据管理, Data Management, 模型评估, 监督学习, 数据管道, 大数据, 分析, 探索性数据分析, 分类算法, 异常检测, 数据预处理, 机器学习算法, 决策树学习, 数据挖掘, 机器学习, 无监督学习, 数据仓库, 数据分析, 分析技能, 数据清理
攻读学位
中级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Data Storytelling, Data Presentation, Data Synthesis, Microsoft Excel, Infographics, Data Visualization, Data Analysis, Data Cleansing, ChatGPT, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Prompt Engineering, LLM Application, Data Quality, Generative AI
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Python Programming, Classification Algorithms
高级设置 · 课程 · 1-4 周

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