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。

您将获得的技能: Metadata Management, Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Cloud Storage, Data Infrastructure, Data Processing, Data Import/Export, Data Migration, Apache Airflow, Data Storage, Apache Spark, Big Data, Data Management, Data Transformation, Serverless Computing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Real Time Data, Dataflow, Data Pipelines, Command-Line Interface, Google Cloud Platform, Data Store, Databases, Data Processing
初级 · 项目 · 不超过 2 小时

您将获得的技能: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Data Pipelines, Tensorflow, Continuous Deployment, Google Cloud Platform, Model Deployment, Metadata Management, AI Workflows, Model Training, AI Orchestration, Model Optimization, Model Evaluation, Data Validation
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 电子元件, 工程学, 实时数据, 嵌入式软件, 入侵检测和防御, 设计规格, 计算机显示器, 电子工程, 电子产品, 嵌入式系统
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration
中级 · 课程 · 1-3 个月

您将获得的技能: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, LLM Application, CI/CD, Tensorflow
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation
中级 · 专项课程 · 3-6 个月

您将获得的技能: GIS Software, Model Evaluation, Geographic Information Systems, Extract, Transform, Load, Spatial Analysis, Spatial Data Analysis, Geospatial Mapping, Data Pipelines, Geospatial Information and Technology, Apache Airflow, Geostatistics, Interactive Data Visualization, Cloud Computing, Leaflet (Software), Google Cloud Platform, Environmental Monitoring, Model Training, Graphic and Visual Design, Pandas (Python Package), Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Airflow, CI/CD, Data Pipelines, Continuous Deployment, Workflow Management, Site Reliability Engineering, Data Engineering, Model Deployment, Data Quality, Version Control, PostgreSQL, Git (Version Control System), Python Programming, Debugging, SQL, Production Management, Scheduling, Unit Testing, Linux Commands, Web Servers
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Conversion Funnel Analysis, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: 数据转换, 数据可视化, 查询语言, Apache Kafka, 数据库管理, 仪表板创建, IBM DB2, 文件管理, 仪表板, 数据仓库, 阿帕奇气流, Bash(脚本语言), 关系数据库, 存储过程, 星形模式, 外壳脚本, IBM Cognos 分析系统, 数据管道, Linux 命令, 摘录
初级 · 专项课程 · 3-6 个月