人工智能课程可以帮助您学习机器学习算法、自然语言处理、计算机视觉和神经网络。您可以培养数据分析、模型 Evaluation 以及 AI 应用中的伦理考虑等方面的技能。许多课程介绍了 TensorFlow、PyTorch 和 Scikit-learn 等工具,这些工具支持实施 AI 解决方案和开发预测模型。通过学习这些主题和工具,您可以获得创建智能系统以应对现实世界挑战的实践经验。

Duke University
您将获得的技能: MySQL, 数据库管理, 阿帕奇气流, 数据管道, 矢量数据库, 性能调整, 数据导入/导出, 可扩展性, 数据库管理系统
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, AWS CloudFormation, Amazon S3, Serverless Computing, Amazon Web Services, Amazon DynamoDB, Amazon CloudWatch, Cloud Security, Data Security, Amazon Redshift, AWS Kinesis, Data Integration, Cloud Storage, Data Lakes, Data Storage, Business Intelligence Software, Databases, Apache Airflow, Cloud Computing Architecture, Virtual Networking
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: NoSQL, Database Administration, Data Warehousing, SQL, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Data Security, Linux Commands, Data Migration, Data Governance, MongoDB, Apache Spark, Apache Kafka, Extract, Transform, Load, Data Architecture, Data Store
初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: 模型培训, 机器学习, 云计算, 数据管道, Google Cloud 平台, MLOps(机器学习运营), 应用机器学习, 阿帕奇气流, 模型部署, 张力流
初级 · 项目 · 不超过 2 小时

您将获得的技能: Apache Airflow, Data Migration, Data Pipelines, Cloud Deployment, Data Import/Export
中级 · 项目 · 不超过 2 小时

您将获得的技能: Simulation and Simulation Software, Engineering Analysis, Finite Element Methods, Simulations, Engineering, Computer-Aided Design, Cloud Technologies, Engineering Design Process, Cloud Computing
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Extract, Transform, Load, Database Administration, Data Warehousing, Web Scraping, Data Engineering, Data Pipelines, Database Architecture and Administration, Database Design, Database Management, Relational Databases, Linux Commands, SQL, Apache Kafka, Bash (Scripting Language), Apache Airflow, Shell Script, Data Store, Generative AI, Python Programming, Data Security
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Dataflow, Extract, Transform, Load, Cloud Computing, Data Infrastructure, Data Processing, Data Warehousing, Maintainability
初级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Service Level, AI Orchestration, Data Store, Data Transformation, Change Control, Key Performance Indicators (KPIs)
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Extract, Transform, Load, Data Pipelines, Apache Airflow, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Data Transformation, PostgreSQL, System Monitoring, Continuous Monitoring, Python Programming
初级 · 课程 · 1-4 周