应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: Python 程序设计, 数据流, 数据伦理, 数据分析, 统计可视化, 大数据, 模型评估, 数据库, 数据可视化软件, 数据库系统, 数据叙事, 统计机器学习, 预测分析, SQL, 关系数据库, R 语言程序设计(中文版), 功能工程, 无监督学习, 预测建模, 监督学习
中级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 无代码开发, 数据操作, 数据分析, 数据驱动的决策制定, 数据处理, 数据科学, 大数据, 预测分析, 统计分析, 预测建模, 分析, 无监督学习, 数据挖掘, 软件安装
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Responsible AI, Prompt Patterns, ChatGPT, Generative AI, Digital Advertising, Online Advertising, Email Marketing, Digital Marketing, Search Engine Optimization, Marketing Automation, AI Personalization, Marketing Analytics, Advertising Campaigns, Marketing Strategies, Content Creation, Web Analytics and SEO, Search Engine Marketing, Prototyping, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 信息隐私, 数据伦理, 数据综合, 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 无监督学习, PyTorch(机器学习库), 图像分析, 负责任的人工智能
中级 · 课程 · 1-4 周

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, System Monitoring, Prompt Engineering, Kubernetes, Network Planning And Design, Network Performance Management, Network Monitoring, Firewall, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Network Routing, Virtual Private Networks (VPN)
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making
中级 · 专项课程 · 1-3 个月

您将获得的技能: 数据清理, 数据科学, 数据操作, 信息隐私, 电子表格软件, 数据分析, 数据整理, 微软Excel, Excel 公式, 数据导入/导出, 透视表和图表, 数据质量, 谷歌工作表
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, 机器学习, Html 和 Css, 生成式人工智能, 网络开发, UI 组件, 网络开发工具, 软件工程, 响应式网页设计, 网页设计与开发, Javascript
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Artificial Intelligence, AI Product Strategy, Artificial Neural Networks, Deep Learning, Business Analytics, Responsible AI, Data Ethics, Machine Learning, Digital Transformation, Data Science
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms
初级 · 课程 · 1-4 周