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。

您将获得的技能: Unix Commands, Unix, Unix Shell, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, Command-Line Interface, IT Automation, Linux, User Accounts, File Management, File Systems, Role-Based Access Control (RBAC), File Transfer Protocol (FTP)
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model
混合 · 课程 · 1-3 个月

Starweaver
您将获得的技能: Threat Modeling, Threat Management, Cyber Threat Intelligence, Vulnerability Management, Cybersecurity, Cyber Security Strategy, Threat Detection, Vulnerability Assessments, Intrusion Detection and Prevention, Network Security, Cyber Attacks, Hardening, Patch Management, Continuous Monitoring, Configuration Management
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Canva (Software), Color Theory, Digital Design, Graphic and Visual Design, Graphic Design, Storytelling, Web Content, Creative Design, Data Sharing, Marketing, Advertising
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging
中级 · 课程 · 1-4 周
您将获得的技能: Adobe After Effects, Motion Graphics, Animations, Video Editing, Post-Production
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Large Language Modeling, Text Mining
中级 · 课程 · 1-4 周

The Open University
您将获得的技能: 创造性思维, 创新, 批判性思维, 业务架构, 构思, 可持续商业, 解决问题, 认知灵活性, 决策, 系统思考
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Email Marketing, Generative AI Agents, Persona Development, AI Personalization, ChatGPT, Customer Insights, Target Audience, Marketing Automation, Content Creation
中级 · 课程 · 1-4 周