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。
Icahn School of Medicine at Mount Sinai
您将获得的技能: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Pharmacology, Science and Research, Cell Biology, Biotechnology, Biomedical Technology, Scientific Methods, Physiology, Differential Equations, Computational Logic, Biochemistry, Network Analysis, Biology
中级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 模型评估, 数据叙事, 描述性统计, 机器学习, 数据操作, 分类与回归树 (CART), 逻辑回归, 数据分析, 回归分析, 数据管理, Data Management, 相关性分析, 统计分析, 决策树学习, 统计, 数据可视化, 统计软件, 探索性数据分析, 数据扫盲, 数据展示, 统计假设检验
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Dashboard, Data Storytelling, Marketing Budgets, Heat Maps, Looker (Software), Process Mapping, Customer Retention, SQL, Data Visualization, Marketing Analytics, Customer Insights, Tableau Software, Statistical Analysis, Predictive Analytics, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, R Programming, Python Programming
中级 · 专项课程 · 3-6 个月

University of London
您将获得的技能: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Web Design and Development, Web Design, Semantic Web, Web Content, Web Development, Interactive Design
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Analytics, Business Intelligence, Predictive Modeling, Business Analytics, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Advanced Analytics, Customer Insights, Trend Analysis, Artificial Intelligence, Performance Metric, Natural Language Processing
初级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 机器学习, 分类算法, 模型评估, 数据预处理, 监督学习, 统计建模, 回归分析, 无监督学习, 预测建模, Jupyter, 应用机器学习, 机器学习算法, 功能工程, 性能调整
中级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 负责任的人工智能, 卷积神经网络, 模型评估, AI 工作流程, 数据分析, 数据预处理, 分类算法, 回归分析, 设定目标, 随机森林算法, 商业道德, 生产率, 学习策略, 决策树学习, 无监督学习, 监管合规, 测试计划, 递归神经网络 (RNN), 数据伦理, 数据收集
中级 · 专业证书 · 3-6 个月

您将获得的技能: 模型评估, 数据预处理, 无监督学习, 机器学习, 监督学习, 回归分析, Apache Hadoop, 数据管道, 预测建模, 生成式人工智能, 摘录, Apache Spark, 数据处理, 应用机器学习, PySpark
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Social Media, Social Media Strategy, Social Media Marketing, Google Ads, Digital Marketing, Customer Relationship Management, Content Performance Analysis, Media Buying, Social Media Campaigns, Marketing Analytics, Campaign Management, LinkedIn, Facebook, Web Analytics, Digital Media Strategy, Pay Per Click Advertising, Marketing Strategies, Marketing, Paid media, Analytics
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月