Spark 课程可以帮助您学习数据处理、实时解析、机器学习集成和 Big Data 管理。您可以掌握分布式计算、数据 Visualization 和优化大型数据集性能方面的技能。许多课程都会介绍 Apache Spark、Scala 和 Python 等工具,展示如何利用这些技术高效处理海量数据并支持 AI 应用。

您将获得的技能: Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 负责任的人工智能, 数据分析, 数据预处理, 分布式计算, 数据处理, 张力流, 监督学习, 模型评估, 机器学习, 信息隐私, 卷积神经网络, 数据伦理, 数据转换, Virtual Machine, 数据管道, 机器学习软件, 分类算法, 图像分析, 模型部署, 迁移学习
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: SQL, 数据库, 数据架构, 矢量数据库, 数据湖, 数据存储, 数据库管理系统, Apache Kafka, 数据库系统, 亚马逊 S3, 性能调整, 云存储, 数据仓库, 数据管道, Query 语言, 文件系统, 亚马逊网络服务, Apache Spark, 数据转换
中级 · 课程 · 1-4 周

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

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Data Analysis
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Model Deployment, Real Time Data, Tensorflow, Extract, Transform, Load, Data Governance, Apache Kafka, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Migration, Data Architecture, Apache Spark, Unstructured Data, Data Processing, Big Data, Apache Hadoop
中级 · 专业证书 · 3-6 个月

您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

您将获得的技能: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage
中级 · 课程 · 1-3 个月

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

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

Illinois Tech
您将获得的技能: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 拥抱的脸, 负责任的人工智能, 数据分析, 数据湖, 机器学习, 数据科学, 数据管道, 数据转换, Apache Spark, MLOps(机器学习 Operator), 数据库, LLM 申请, 模型部署, 生成式人工智能, 大型语言模型, 摘录
初级 · 课程 · 1-4 周