
Google Cloud
您将获得的技能: Data Validation, 数据库管理, 数据仓库, 无服务器计算, 可扩展性, 数据清理, 系统监控, 性能调整, 数据质量, 数据验证
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: Extract, Transform, Load, Data Pipelines, Data Warehousing, Data Transformation, Data Integration, Databases, Data Manipulation, Real Time Data, AI Workflows, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Apache, Scalability, Design
初级 · 课程 · 1-4 周

您将获得的技能: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Operational Databases, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing
高级设置 · 专项课程 · 3-6 个月

Yonsei University
您将获得的技能: Apache Hadoop, 空间分析, PostgreSQL, 大数据, 空间数据分析, 地理空间制图, 地理信息系统, 数据库管理系统, 网络分析
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 数据仓库, 数据转换, 数据访问, Apache Hadoop, 数据建模, 星形模式, 数据预处理, 实时数据, 数据管道, 功能工程, Apache Spark
中级 · 课程 · 1-4 周

您将获得的技能: Transaction Processing, Data Lakes, Data Architecture, Databricks, Data Infrastructure, Data Pipelines, Data Warehousing, Database Architecture and Administration, Data Integration, Apache Spark, Data Processing, Real Time Data, Big Data, Data Integrity, Scalability, Performance Tuning, Data Management, SQL
中级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Data Pipelines, Scalability, Feature Engineering, Extract, Transform, Load, Workflow Management, AI Workflows, Data Integration, Database Design, Data Modeling, Data Architecture, Data Quality, Data Storage
中级 · 课程 · 1-4 周

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: Feature Engineering, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Model Deployment, Extract, Transform, Load, Systems Design, Software Architecture, Data Pipelines, Vision Transformer (ViT), System Design and Implementation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
中级 · 专业证书 · 3-6 个月

Pragmatic AI Labs
您将获得的技能: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles
中级 · 课程 · 1-4 周

Rice University
您将获得的技能: Java 编程, Java, 分布式计算, 软件架构, Scala 编程, 调试, 应用框架, 系统编程, 服务器, 编程原则, Apache Hadoop, 性能调整, 数据结构, 性能测试, 系统架构, 功能设计, Apache Kafka, Apache Spark, Algorithm, 数据流, 算法
中级 · 专项课程 · 3-6 个月

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