文本分类课程可以帮助您学习文本数据分类、构建机器学习 Model 和评估性能指标的技术。您可以培养自然语言处理、Feature Extraction 和数据预处理方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持实现算法和完善模型。

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
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初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 交互式数据可视化, 统计分析, 数据叙事, 数据可视化软件, 自然语言处理, 数据展示, 异常检测, 仪表板, 大数据, 无监督学习, 非结构化数据, 数据映射, 预测分析, 绘图(图形), Tableau 软件, 散点图, 数据挖掘, 数据可视化, 文本挖掘, 制图
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Apple iOS, iOS Development, Apple Xcode, Application Deployment, Swift Programming, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Image Analysis, Real Time Data, Mobile Development, Model Deployment, User Interface and User Experience (UI/UX) Design, Computer Vision, Natural Language Processing, Classification Algorithms
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: Scikit-learn (机器学习库), 数据预处理, 性能指标, 数据清理, 决策树学习, 模型评估, 逻辑回归, 抽样(统计), 预测建模, 功能工程, 分类算法, 机器学习, 随机森林算法, 监督学习
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Python Programming
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中级 · 课程 · 1-3 个月

您将获得的技能: PyTorch(机器学习库), 迁移学习, 数据预处理, 嵌入, 自然语言处理, 分类算法, 递归神经网络 (RNN), 生成式人工智能, 模型评估, 人工神经网络, 大型语言模型, 数据伦理, 功能工程
中级 · 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, Web Analytics and SEO, Google Ads, Customer Insights, Google Analytics, Data Ethics
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 概率与统计, 统计分析, 无监督学习, 自然语言处理, 数据分析, 统计方法, 非结构化数据, 预测分析, 逻辑回归, 分类算法, 分析, 数据挖掘, 文本挖掘
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Text Mining, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Supervised Learning, Time Series Analysis and Forecasting, Network Architecture, Data Science, Model Evaluation
初级 · 专项课程 · 1-3 个月