
University of Illinois Urbana-Champaign
您将获得的技能: Apache Hadoop, 机器学习, 实时数据, 图论, 大数据, 分析, Apache Kafka, 机器学习算法, 数据处理, Apache Spark, Apache Mahout, 分布式计算, 可扩展性, NoSQL, 云计算, 数据存储, 数据库, 深度学习
混合 · 课程 · 1-3 个月

Alibaba Cloud Academy
您将获得的技能: 机器学习, Apache Hadoop, 关系数据库, 云基础设施, 数据安全, 云安全, 数据库管理, 负载平衡, 应用安全, 数据可视化软件, 云计算架构, Apache Spark, Network Security, 大数据, 云计算, 网络架构, 数据处理, Apache Hive, 分布式计算, 服务器
初级 · 专项课程 · 3-6 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: 空间数据分析, 交互式数据可视化, 实时数据, Scala 编程, 数据转换, 数据操作, 大数据, 数据处理, 热图, Apache Spark, 用户界面(UI), 地理空间信息与技术, 地理空间制图, 可视化(计算机制图)
混合 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Data Pipelines, PySpark, Real Time Data, Query Languages, Data Transformation, SQL, Data Processing, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, IntelliJ IDEA, Application Deployment, Enterprise Application Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Data Lakes, Data Pipelines, Data Processing, Big Data, Model Deployment, Apache Spark, Dataflow, Data Infrastructure, Apache Hadoop, Data Warehousing, Extract, Transform, Load, Cloud Storage, Unstructured Data, Cloud Computing, Data Migration, Data Architecture, Apache Hive, Real Time Data, Tensorflow
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, Databases, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Performance Tuning
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 模型评估, 数据预处理, 预测建模, Google 云端平台, Apache Spark, 大数据, 应用机器学习, 逻辑回归
中级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Data Pipelines, Google Cloud Platform, Extract, Transform, Load, Data Processing, Apache Airflow, Serverless Computing, Data Integration, Data Transformation, Big Data, Apache Hadoop, Apache Spark, Cloud Storage
中级 · 课程 · 1-3 个月