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。

Duke University
您将获得的技能: 数据结构, 系统编程, 命令行界面, 数据操作, 云 API, Python 程序设计, 云应用, 还原式 API, 软件测试, 密码学, 亚马逊网络服务, 应用编程接口 (API), 实时数据, 数据管道, 拉斯特(编程语言), Encryption, 数据处理
中级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Data Analysis, Contextual Advertising, Big Data, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Consumer Behaviour, Machine Learning
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Machine Learning, Model Evaluation, Applied Machine Learning, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Regression Analysis, Descriptive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: Inventory Control, Inventory Management, Inventory Management System, Customer Demand Planning, Demand Planning, Materials Management, Warehousing, Order Fulfillment, Forecasting, Cost Control, Operational Efficiency, Performance Measurement, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, LLM Application, Embeddings, Model Deployment, Artificial Intelligence, Application Programming Interface (API)
初级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Postman API Platform, Restful API, Authentications, Application Programming Interface (API), Scripting, JSON, Extensible Markup Language (XML), Network Protocols, YAML, Automation, Network Engineering, Python Programming
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: 可扩展性, 图论, 数据库, 数据库设计, 数据库管理系统, 数据库系统, 关系数据库, 可维护性, 数据存储技术, 非结构化数据, NoSQL, MongoDB, Query 语言, Apache Cassandra
中级 · 课程 · 1-3 个月

Goldman Sachs
您将获得的技能: 财务分析, 财务管理, 财务规划, 商业开发, 业务沟通, 贷款, 撰写赠款, 商业策略, 创业, 兼并与收购, 筹资, 提案制定
混合 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
初级 · 课程 · 1-4 周

您将获得的技能: Multimodal Prompts, LLM Application, Generative Model Architectures, OpenAI API, Application Development, Prompt Engineering, Web Applications, Flask (Web Framework), Web Development, Software Development
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Root Cause Analysis, Six Sigma Methodology, Quality Management, Kaizen Methodology, Lean Methodologies, Process Improvement, Pareto Chart, Quality Control, Statistical Process Controls, Data Analysis, Corrective and Preventive Action (CAPA), Microsoft Excel, Diagram Design
中级 · 课程 · 1-3 个月

您将获得的技能: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Development Tools, Data Import/Export, Stored Procedure, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface
中级 · 课程 · 1-3 个月