Databricks 课程可以帮助您学习数据工程、机器学习和数据解析,以及 Delta Lake 和 Apache Spark 等概念。您可以掌握数据管道创建、协作数据科学和优化数据 Workflow 的技能。许多课程都会介绍 Databricks notebooks 和 MLflow 等工具,这些工具可以促进机器学习模型的开发和部署,使您能够更有效地管理数据并简化解析流程。

Coursera
您将获得的技能: Databricks, Scalability, Workflow Management, Organizational Leadership, Data Architecture, MLOps (Machine Learning Operations), Strategic Thinking, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Business Strategy, Strategic Planning, Infrastructure Architecture, Applied Machine Learning, Automation
初级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, 回归分析, 数据处理, 生成式人工智能, 机器学习, 无监督学习, Apache Spark, 数据管道, PySpark, 数据转换, 预测建模, 功能工程, 摘录, 监督学习, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: SQL, 描述性统计, 统计分析, 数据可视化软件, 概率分布, 数据导入/导出, 网页抓取, 统计, 关系数据库, 仪表板, 编程原则, Python 程序设计, Pandas(Python 软件包), 计算机编程工具, 数据可视化, 数据展示, 存储过程, 数据分析, 数据科学, Jupyter
攻读学位
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 无服务器计算, 机器学习, Docker (软件), 人工智能和机器学习(AI/ML), GitHub, 网络框架, CI/CD, PyTorch(机器学习库), 云计算解决方案, 负责任的人工智能, Devops, MLOps(机器学习 Operator), 集装箱化, Microsoft Copilot, 大数据, 拉斯特(编程语言), 张力流, 命令行界面
高级设置 · 课程 · 1-3 个月

您将获得的技能: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning
高级设置 · 课程 · 1-4 周

Duke University
您将获得的技能: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming
高级设置 · 课程 · 1-4 周

Edureka
您将获得的技能: PySpark, Apache Spark, Data Management, Distributed Computing, Apache Hadoop, Data Processing, Data Analysis, Exploratory Data Analysis, Python Programming, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Prompt Engineering, Data Management, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Statistics, Cloud Computing, Application Deployment, Azure Synapse Analytics, Data Pipelines, Applied Machine Learning, Large Language Modeling, Continuous Monitoring, Data Processing, Machine Learning, Scalability, Continuous Deployment
中级 · 专项课程 · 1-3 个月

University of California, Davis
您将获得的技能: SQL, 描述性统计, 探索性数据分析, JSON, 统计分析, Apache Spark, 数据建模, 数据库, 数据管道, 数据质量, 数据叙事, 数据库设计, 同行评审, 分布式计算, 数据可视化, 解决复杂问题, 演讲, Data Governance, 数据湖, 数据分析
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Quality, Extract, Transform, Load, Data Cleansing
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, Machine Learning, Data Cleansing, Text Mining, Deep Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Mining, Data Transformation, Unstructured Data, Predictive Modeling, Simulation and Simulation Software, Data Manipulation, Marketing Analytics, Image Analysis, Risk Analysis
混合 · 课程 · 1-4 周