算法设计课程可以帮助您学习排序算法、图论、动态编程和复杂性分析。您可以培养解决问题、优化代码效率以及理解树和 Hashing Table 等数据结构的技能。许多课程都会介绍 Python、Java 或 C++ 等工具以及实现算法的框架,这些工具可支持人工智能、数据分析和软件开发等任务。

您将获得的技能: Algorithms, Systems Analysis, Performance Testing, Resource Utilization, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Algorithms, Software Testing, Java, Test Case, Computer Programming, Software Development, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
中级 · 专项课程 · 3-6 个月

您将获得的技能: Algorithms, Data Structures, Pseudocode, Computer Programming, Computational Thinking, Mathematical Theory & Analysis, Analysis, Analytical Skills
中级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: Cryptography, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Public Key Cryptography Standards (PKCS), Data Structures, Applied Mathematics, Logical Reasoning, Deductive Reasoning
初级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Java Programming, Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Performance Tuning, Object-Relational Mapping, Computer Programming Tools
中级 · 专项课程 · 1-3 个月

University of London
您将获得的技能: Algorithms, Computational Thinking, Theoretical Computer Science, Programming Principles, Computational Logic, Critical Thinking and Problem Solving, Performance Testing, Computer Science, Data Structures, Critical Thinking, Logical Reasoning, Graph Theory, Complex Problem Solving, Analysis, Game Theory
中级 · 课程 · 1-4 周
您将获得的技能: Apache Kafka, Data Pipelines, Real Time Data, Apache Spark, Event-Driven Programming, Distributed Computing, Software Architecture, Performance Tuning, Real-Time Operating Systems, Application Deployment, Systems Architecture, Scalability, Data Processing, System Monitoring, Architecture and Construction, Data Transformation, Performance Management
中级 · 课程 · 1-4 周

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Flow Diagrams (DFDs), Cloud Deployment, Model Deployment, Information Privacy, MLOps (Machine Learning Operations), Application Programming Interface (API), AI Product Strategy, Analysis, Data Pipelines, Feature Engineering, Performance Analysis
中级 · 课程 · 1-4 周

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Database Design, Theoretical Computer Science, Pseudocode, Query Languages, Computer Programming, Computer Science, Data Storage
中级 · 专项课程 · 3-6 个月

University of Glasgow
您将获得的技能: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks
初级 · 专项课程 · 1-3 个月