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: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Applied Machine Learning, Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Cloud Deployment, Feature Engineering, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 数据分析, AI 个性化服务, 统计分析, 自然语言处理, 文本挖掘, 模型评估, 深度学习, 机器学习, 医学术语, 临床试验, 应用机器学习, 健康信息学, 病人治疗, 治疗计划
中级 · 课程 · 1-4 周

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

您将获得的技能: Email Marketing, Campaign Management, Copywriting, Marketing Strategy and Techniques, Email Automation, Personally Identifiable Information, Digital Marketing, Marketing Automation, Newsletters, HubSpot CRM, Marketing Analytics, Promotional Strategies, Data Ethics, A/B Testing, Smart Goals, Customer Retention, Key Performance Indicators (KPIs), Goal Setting
初级 · 课程 · 1-3 个月

您将获得的技能: Income Statement, General Ledger, General Accounting, Financial Reporting, Ledgers (Accounting), QuickBooks (Accounting Software), Financial Statements, Excel Formulas, Balance Sheet, Financial Accounting, Accounting Records, Accounting, Spreadsheet Software, Microsoft Excel
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 计算机视觉, 人工智能和机器学习(AI/ML), 监督学习, 自然语言处理, 预测分析, 卷积神经网络, 机器学习, 模型评估, 深度学习, 分类与回归树 (CART), 回归分析, 无监督学习, 决策树学习, Algorithm, 随机森林算法, 数据科学, 逻辑回归
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计分析, 统计方法, 数据建模, 微软Excel, 工艺优化, 运筹学, 资源分配, 商业分析, 运输业务, 财务分析, 线性代数, 解决复杂问题, 分析, 预测分析, 业务流程建模, 回归分析, 业务建模, 风险分析, 数学建模, 风险模型
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Decision Making, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms, Regulatory Requirements
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Web Analytics and SEO, Keyword Research, Web Content, Content Creation
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Modeling, Data Preprocessing
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 人工智能和机器学习(AI/ML), 原型设计, 深度学习, 生成式人工智能, 机器学习, ChatGPT
初级 · 课程 · 1-4 周