信息学课程可帮助您理解算法、信息系统、数据和逻辑开发的主要概念。您可以培养逻辑分析、建模、架构和分析方面的能力。许多课程利用具体实例来说明基本原理。

The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Automation, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Scalability, Performance Tuning, Performance Metric
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

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

Clemson University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Programming, Computer Science, Probability, Design Strategies, Analysis, Performance Testing, Scalability
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Electronics, Electronics Engineering, Hardware Design, Electrical Engineering, Schematic Diagrams, Electronic Components, Electronic Systems, Computer-Aided Design, Design Software, Engineering Documentation, Open Source Technology, electromagnetics, Software Installation
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 机器学习, 统计推理, Algorithm, 贝叶斯网络, 概率与统计, 图论, 算法, 统计建模, 统计方法, 马尔可夫模型, 抽样(统计), 概率分布, 计算思维, 机器学习算法, 贝叶斯统计, 网络分析, 模型评估, 决策支持系统, 应用机器学习, 机器学习方法, Model Evaluation, 网络模型
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Java, Computer Programming, Data Validation, Data Integrity, Computer Science
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Cloud-Native Computing, Grafana, Web Applications, Web Services, Software Architecture, Development Environment, Object Oriented Design, CI/CD, Programming Principles, Computer Programming, Program Development, Network Security, Other Programming Languages, Software Development Tools, Data Structures, Data Sharing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Embedded Software, Debugging, Embedded Systems, Integrated Development Environments, C (Programming Language), Computer Programming Tools, Development Environment, Electronic Hardware, Electronics, Software Development Tools
中级 · 课程 · 1-4 周