自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

您将获得的技能: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Data Infrastructure, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Operational Databases, Real Time Data, System Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, LLM Application, OpenAI API, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Cloud API, Real Time Data, Key Management, Development Environment, Application Programming Interface (API), Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Vibe coding, Responsible AI, Google Gemini, Google Cloud Platform, Generative AI, Process Analysis, Artificial Intelligence, Natural Language Processing
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Context Protocol, Load Balancing, Containerization, Docker (Software), Model Deployment, Restful API, API Design, Application Programming Interface (API), Authentications, OAuth, Tool Calling, Scalability, JSON, Servers, Application Performance Management
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Debugging, TypeScript, Agentic systems, AI Workflows, Node.JS, OpenAI API, Generative AI, Program Development, Artificial Intelligence, LLM Application, Programming Principles, Maintainability, Development Environment, Prompt Engineering, Application Frameworks, Javascript, Large Language Modeling, File Systems
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Predictive Analytics, Feature Engineering, Regression Analysis, Data Analysis, Data Preprocessing, Data Manipulation, Data Cleansing, Data Wrangling, Forecasting, Data Validation, Workflow Management, Statistical Modeling, Data Transformation, Exploratory Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Docker (Software), Containerization, Cloud-Native Computing, CI/CD, Development Environment, Kubernetes, Release Management, Devops Tools, Software Versioning, Data Infrastructure, Application Deployment, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Azure DevOps Pipelines, Infrastructure as Code (IaC), Azure DevOps, CI/CD, Cloud Deployment, Microsoft Azure, Cloud-Native Computing, Application Deployment, Containerization, Cloud Computing Architecture, GitHub, Command-Line Interface
中级 · 课程 · 1-3 个月

您将获得的技能: Object Oriented Programming (OOP), Video Game Development, Debugging, Game Design, Program Development, Python Programming, Application Development, Event-Driven Programming, Computer Graphics, Animations, Development Environment
中级 · 课程 · 1-3 个月

您将获得的技能: 机器学习, 逻辑回归, Model Evaluation, 功能工程, R 程序设计, 预测建模, 数据管道, 数据操作, 临床数据管理, 模型评估, 预测分析, 应用机器学习, 性能调整, 数据可视化, Tidyverse(R 软件包), 数据预处理, 随机森林算法
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Market Opportunities, AI Enablement, AI Product Strategy, Responsible AI, Artificial Intelligence, Data Ethics, Applied Machine Learning, Artificial Neural Networks, Data Science, Deep Learning, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Data Transformation, Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Data Quality, SPSS, Predictive Modeling, Workflow Management, Data Visualization Software, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月