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。

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

Alibaba Cloud Academy
您将获得的技能: SQL, Apache Hadoop, 数据可视化软件, 数据处理, 人工智能和机器学习(AI/ML), 云技术, 大数据, 数据仓库, 分布式计算, Apache Hive, 数据整合, 云安全, Apache Spark
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时

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

Google Cloud
您将获得的技能: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Management, Information Management, Cloud Storage, Apache Spark, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Applied Machine Learning, Python Programming, Fraud detection, Unsupervised Learning, Data Preprocessing, Model Evaluation, Performance Tuning
中级 · 课程 · 3-6 个月

您将获得的技能: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Predictive Modeling, Unsupervised Learning, Applied Machine Learning, Scatter Plots, Embeddings, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Universidad de los Andes
您将获得的技能: Spatial Analysis, NoSQL, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Big Data, MongoDB, File Systems, Apache Hadoop, Distributed Computing, Data Architecture, Cloud Computing, Apache Spark, Public Cloud, Database Systems, Data Processing, Scalability, Databases, Environmental Monitoring, Climate Change Programs
初级 · 专项课程 · 3-6 个月

您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Cloud Storage, Apache Spark, Dashboard, Amazon Web Services, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Data Processing, Extract, Transform, Load, Data Storage, Database Management Systems
初级 · 专项课程 · 1-3 个月

您将获得的技能: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Recurrent Neural Networks (RNNs), Model Evaluation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Machine Learning, Pandas (Python Package), Predictive Modeling, Autoencoders, Python Programming, Time Series Analysis and Forecasting, Data Manipulation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Pipelines, Dataflow, Apache Spark, Real Time Data, Data Processing, Jupyter, Performance Tuning, Business Logic
高级设置 · 课程 · 1-3 个月