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: Incident Response, Computer Security Incident Management, Incident Management, Cyber Threat Hunting, Endpoint Detection and Response, Intrusion Detection and Prevention, Threat Detection, Threat Management, Cybersecurity, Security Information and Event Management (SIEM), Event Monitoring, Cyber Attacks, Cyber Security Assessment, Continuous Monitoring, Security Management, Malware Protection, Cyber Engineering, Security Testing, Cyber Governance, Linux
中级 · 课程 · 1-4 周

您将获得的技能: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns
中级 · 课程 · 1-4 周

SAS
您将获得的技能: 描述性统计, 微软Excel, 数据导入/导出, 数据预处理, 数据分析, 数据访问, 数据操作, 统计编程, 数据转换, 数据清理, SQL, SAS(软件), 探索性数据分析
初级 · 课程 · 1-3 个月

您将获得的技能: Scikit Learn (Machine Learning Library), Tensorflow, Classification Algorithms, Supervised Learning, Applied Machine Learning, Python Programming, Feature Engineering, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Data Manipulation, Data Visualization
中级 · 指导项目 · 不超过 2 小时

Alex Genadinik
您将获得的技能: Prompt Engineering, Debugging, Claude Code, Responsible AI, Verification And Validation, ChatGPT, Artificial Intelligence, Software Testing
混合 · 课程 · 1-4 周

您将获得的技能: Linux 命令, 操作系统, Unix, 脚本, Linux, 命令行界面, Linux 管理, 软件安装, Network Protocol(网络协议, 乌班图, 外壳脚本, 文件管理, 自动化, 文件系统, Unix 命令, 操作系统流程管理, Bash(脚本语言)
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 模型评估, 信息隐私, 无监督学习, 深度学习, 图像质量, 数据伦理, 负责任的人工智能, 卷积神经网络, 生成模型架构, 生成式人工智能, 机器学习, 人工神经网络, 生成对抗网络 (GAN), 图像分析, 数据综合
中级 · 专项课程 · 1-3 个月

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

Unilever
您将获得的技能: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Data Analysis Software, Real Time Data, Problem Solving
初级 · 专业证书 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 数据可视化软件, 数据分析, 无监督学习, 统计分析, 降维, Ggplot2, R 语言程序设计(中文版), 绘图(图形), 制图, 统计可视化, 探索性数据分析
混合 · 课程 · 1-4 周