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。

您将获得的技能: Test Driven Development (TDD), Image Analysis, Computer Vision, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Python Programming, Data Preprocessing, Development Environment, Jupyter, NumPy
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 机器学习, 负责任的人工智能, 预测分析, 模型评估, 预测建模, 人工智能, 生成式人工智能, 人工智能和机器学习(AI/ML), 机器学习算法, AI 赋能, 道德标准与行为, Algorithm, 数据伦理, 经济学
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Governance, Role-Based Access Control (RBAC), Responsible AI, Governance, Data Management, Generative AI, Metadata Management, Security Controls, AI Security, Data Quality, Data Access, Identity and Access Management, Benchmarking, Data Security, Compliance Management, Quality Assurance and Control
中级 · 课程 · 1-4 周

您将获得的技能: AI Orchestration, Model Deployment, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Security, Artificial Intelligence, Prompt Engineering, Generative AI, Product Support, OpenAI API, Retrieval-Augmented Generation
高级设置 · 课程 · 1-4 周

您将获得的技能: System Monitoring, Dashboard, Application Performance Management, Site Reliability Engineering, Continuous Monitoring, Event Monitoring, Performance Tuning, Performance Metric, Service Level, Generative AI, MLOps (Machine Learning Operations), Business Metrics, Analysis, Service Level Agreement, Distributed Computing, Incident Management, Real Time Data, Data Integration
中级 · 课程 · 1-4 周

您将获得的技能: 网络威胁情报, 异常检测, 事件管理, AI 个性化服务, 网络安全, 漏洞管理, 威胁检测, 事件响应, 威胁建模, AI 安全, 提示模式, ChatGPT, 实时数据, 恶意软件保护, 人工智能, 人工智能和机器学习(AI/ML), Prompt Engineering, AI 工作流程, 生成式人工智能, 安全信息与事件管理(SIEM)
中级 · 专项课程 · 1-3 个月

您将获得的技能: 机器学习, 自然语言处理, 大型语言模型, 模型评估, 生成式人工智能, 强化学习
中级 · 课程 · 1-4 周

您将获得的技能: 检索-增强生成, 拥抱的脸, 自然语言处理, LLM 申请, PyTorch(机器学习库), 大型语言模型, 生成式人工智能, 嵌入, Prompt Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Miro AI, Process Optimization, Process Improvement and Optimization, Productivity Software, Process Analysis, Business Workflow Analysis, Expense Management, Cost Management, Cost Benefit Analysis, Data-Driven Decision-Making
中级 · 课程 · 1-4 周

您将获得的技能: 数据操作, Python 程序设计, JSON, 数据结构, 文件输入/输出, 面向对象编程(OOP), 还原式 API, 数据分析, 网页抓取, 自动化, 计算机编程, NumPy, Jupyter, 数据导入/导出, Pandas(Python 软件包), 应用编程接口 (API), 编程原则
初级 · 课程 · 1-3 个月