文本挖掘课程
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。
热门文本挖掘课程和认证
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, Data Processing, SQL, Workflow Management, Dataflow
您将获得的技能: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Analytics, Application Development, Virtual Machines
DeepLearning.AI
您将获得的技能: 数据预处理, 算法, 机器学习方法, 统计建模, 文本挖掘, 概率与统计, 马尔可夫模型, 自然语言处理, 嵌入, 人工神经网络
您将获得的技能: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings
您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Python Programming
Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
University of California San Diego
您将获得的技能: Linux Commands, Linux, Unix Commands, Shell Script, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Data Transformation, Automation, File Management
您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning
Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
University of Illinois Urbana-Champaign
您将获得的技能: 无监督学习, 机器学习算法, 算法, 模型评估, 统计方法, 应用机器学习, 数据可视化, 数据挖掘, 数据结构
University of Michigan
您将获得的技能: 数据操作, 可视化（计算机制图）, 数据可视化软件, 统计可视化, 散点图, NumPy, 交互式数据可视化, 制图, Python 编程, Pandas（Python 软件包）, Matplotlib, 数据可视化, 柱状图, 科学可视化, 数据展示
总之，以下是 10 最受欢迎的 text mining 课程
- SSIS: Design, Implement & Automate ETL Workflows: EDUCBA
- Intro to Natural Language Processing in Microsoft Azure: Microsoft
- 利用概率模型进行自然语言处理: DeepLearning.AI
- Natural Language Processing Essentials: Edureka
- Fake News Detection with Machine Learning: Coursera
- Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
- Machine Learning e Data Mining in R: Università di Napoli Federico II
- Linux Tools for Text Processing: University of California San Diego
- RNN Architecture and Sentiment Classification: Packt
- Machine Learning and Data Analytics Part 1: Northeastern University
