Scala 课程可以帮助您学习函数式编程、面向对象设计、Concurrency 和数据处理技术。您可以掌握编写高效代码、利用类型系统以及使用 Akka 等库构建可扩展应用程序的技能。许多课程还涉及用于 Big Data 处理的 Apache Spark 和用于网络开发的 Play Framework 等工具,展示如何在实际项目中应用这些技能。

IBM
您将获得的技能: 开放源码技术, 应用编程接口 (API), Python 编程, 数据可视化软件, 统计编程, 数据科学, 云计算, 开发环境, Git(版本控制系统), R 程序设计, GitHub, 云平台, 计算机编程工具, 其他编程语言, 数据分析软件, Jupyter
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Kubernetes, Google Cloud Platform, Cloud-Native Computing, Istio, Cloud Management, Multi-Cloud, Cloud Deployment, Application Deployment, CI/CD, Scalability, Cloud Security, Configuration Management, Model Deployment, Vulnerability Scanning, AI Workflows, Role-Based Access Control (RBAC), Authentications, Authorization (Computing)
高级设置 · 课程 · 3-6 个月

您将获得的技能: Prompt Patterns, Salesforce, Artificial Intelligence, Generative AI Agents, Agentic systems, Customer Relationship Management (CRM) Software
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, MySQL, Data Pipelines, Apache Spark, Data Processing, SQL, Data Transformation, Data Manipulation, Distributed Computing, Python Programming, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: Apache Spark, PySpark, Databricks, Data Pipelines, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing
中级 · 课程 · 1-3 个月
École Polytechnique Fédérale de Lausanne
您将获得的技能: 功能设计, 数据结构, Scala 编程, 单元测试, 模拟, 软件设计模式
中级 · 课程 · 1-3 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
您将获得的技能: Apache Spark, Performance Tuning, PySpark, Database Management, Resource Allocation, Process Optimization, Scalability, Performance Analysis, Job Analysis, Debugging, System Configuration
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Model Deployment, Kubernetes, Containerization, LLM Application, Application Deployment, Large Language Modeling, Release Management, MLOps (Machine Learning Operations), Cloud Deployment, Configuration Management, Continuous Delivery, Scalability, Application Performance Management, Performance Tuning, Performance Analysis, Infrastructure as Code (IaC), Performance Testing, Systems Analysis, Analysis
中级 · 课程 · 1-4 周

Rice University
您将获得的技能: Algorithm, Java, 算法, 分布式计算, Scala 编程, Apache Hadoop, Apache Spark, 服务器, 系统架构, Apache Kafka, 编程原则, 软件架构
中级 · 课程 · 1-3 个月

您将获得的技能: 数据管道, 机器学习, 模型评估, 回归分析, 数据转换, 数据处理, Apache Hadoop, 无监督学习, PySpark, 分类算法, Apache Spark, 生成式人工智能, 监督学习, Model Evaluation, 摘录, 应用机器学习
中级 · 课程 · 1-4 周