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。

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月
Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, Generative AI, AI Enablement, AI Orchestration, AI Product Strategy, Workflow Management, Prompt Engineering Tools, Multimodal Prompts, OpenAI, Agentic systems, AI Personalization, Strategic Decision-Making, Thought Leadership, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Business Strategy
初级 · 专项课程 · 3-6 个月
University of Glasgow
您将获得的技能: 描述性统计, 机器学习, 关系数据库, ICD 编码(ICD-9/ICD-10), 互操作性, 电子病历, 分析, 医疗记录, 数据库设计, 描述性分析, 预测建模, SQL, 探索性数据分析, 临床信息学, 临床数据管理, 精准医疗, 数据挖掘, 病人流程, 健康信息学, 预测分析
中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: 亚马逊 S3, 集装箱化, 亚马逊云观察, 虚拟网络化, 云计算架构, AWS 身份和访问管理 (IAM), 云计算, 无服务器计算, 数据库, 亚马逊 DynamoDB, 云存储, 云基础设施, 通用网络, 亚马逊网络服务, 云安全, 亚马逊弹性计算云 Computing, 可扩展性
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 大型语言模型, 机器学习, 创新, Google 云端平台, 数据建模, 数据伦理, 负责任的人工智能, 人工智能, 生成式人工智能, 数据质量, AI 安全, 非结构化数据, 深度学习, 数据扫盲
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 图论, Algorithm, 理论计算机科学, 概率分布, 数据结构, 密码学, Python 程序设计, 计算思维, Encryption, 网络分析, 组合学, 可视化(计算机制图), 演绎推理, 网络安全, 贝叶斯统计, 算术, 概率, 公钥加密标准(PKCS), 计算逻辑, 逻辑推理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周

Universidade de São Paulo
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
中级 · 课程 · 1-3 个月
您将获得的技能: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Hybrid Cloud Computing, Cloud-Based Integration, Cloud Computing, Key Management, Session Initiation Protocols, Network Troubleshooting, Network Monitoring, Cloud Security, Collaborative Software, Systems Integration, Live Streaming, Telecommunications, Encryption, Communication Systems
初级 · 课程 · 1-4 周