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。
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Data Preprocessing, Applied Machine Learning, Data Lakes, AI Workflows, Hugging Face, Data Pipelines, PySpark, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Data Quality, Machine Learning, Embeddings, Artificial Intelligence, Time Series Analysis and Forecasting
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 模型评估, 机器学习, 数据转换, 数据管道, 卷积神经网络, 负责任的人工智能, Transfer Learning, 迁移学习, 分布式计算, 数据分析, 数据处理, 数据预处理, 虚拟机, 模型部署, 分类算法, 机器学习软件, 数据伦理, Model Evaluation, 张力流, 监督学习, 信息隐私, Virtual Machine, 图像分析
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

Pragmatic AI Labs
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 大型语言建模, 及时工程, 拥抱的脸, Prompt Engineering, 检索-增强生成, 矢量数据库, 多模式提示, MLOps(机器学习运营), 阿帕奇气流, 生成模型架构, 生成式人工智能, 法学硕士申请, 模型部署, 数据湖, ChatGPT, 工作流程管理, Databricks, 性能分析, 亚马逊基岩, 摘录, OpenAI
初级 · 专项课程 · 3-6 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: 可扩展性, 数据转换, 分布式计算, Docker (软件), 数据处理, 调试, Apache Spark, Kubernetes, 开发环境, Apache Hadoop, PySpark, 大数据, Apache Hive, 性能调整, IBM 云计算
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Microsoft Azure, 查询语言, MySQL, 数据库, NoSQL, Power BI, 数据处理, 数据库管理, 数据湖, 微软 Azure, 数据库系统, 云存储, 数据架构, 数据存储, 数据仓库, 关系数据库, Databricks, 云服务, Azure 突触分析
初级 · 专项课程 · 3-6 个月

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: Data Flow Diagrams (DFDs), Apache Airflow, Data Pipelines, Data Modeling, Data Integration, Data Architecture, Data Warehousing, Apache Spark, Extract, Transform, Load, Data Processing, Data Transformation, Data Quality, Data Validation, Enterprise Security
初级 · 课程 · 1-3 个月

您将获得的技能: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)
初级 · 专项课程 · 3-6 个月