机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

Johns Hopkins University
您将获得的技能: 数据叙事, 机器学习, 数据操作, 统计分析, 数据展示, R 语言程序设计(中文版), 自然语言处理, 模型评估, 数据清理, 分析技能, 数据分析, 预测建模, 数据科学, 数据预处理, 探索性数据分析, 数据收集
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Large Language Modeling, Cloud Deployment, Data Ethics, CI/CD, Transfer Learning, Model Evaluation, Performance Tuning
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 张力流, Keras(神经网络库), 分布式计算, 性能调整, 深度学习
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, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Containerization, Cloud Computing Architecture, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 数据叙事, 数据建模, 业务要求, 决策树学习, 模型评估, 数据清理, 数据分析, 数据预处理, 模型部署, Jupyter, 商业分析, 数据挖掘, 数据科学
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 生产率, 情境管理, 大型语言模型, 创造力, 人工智能, LLM 申请, 解决问题, 生成式人工智能, ChatGPT, Prompt Engineering, 提示模式, OpenAI, 验证和确认, AI 赋能
初级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI Agents, LLM Application, Productivity, OpenAI, AI Orchestration, OpenAI API, AI Enablement, Java, Java Programming, AI Workflows, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, Tool Calling, Creativity, Document Management
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Patterns, AI Enablement, Personalized Service, Data Ethics, Customer experience improvement, Real Time Data, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Responsible AI, AI Workflows, Customer Advocacy, Content Creation, Machine Learning, Image Analysis, Context Management, Decision Making
初级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, AI Enablement, Artificial Intelligence, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Personalization, Machine Learning, Stakeholder Engagement, Context Management, Decision Making
中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Interactive Data Visualization, Business Intelligence, Data Presentation, Infographics, Data Visualization, Dashboard, Real Time Data, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI Workflows, Responsible AI, AI Personalization, SQL, Data Analysis, Machine Learning
中级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 情境管理, AI 工作流程, 生成式人工智能, 决策, Prompt Engineering, 提示模式, ChatGPT
初级 · 课程 · 1-4 周