认知科学课程可以帮助您了解人类感知、语言处理、决策和神经网络。您可以培养批判性思维、数据分析和实验设计方面的技能,这些技能对于理解思维如何运作至关重要。许多课程都会介绍一些工具,如用于数据分析的 Python、用于研究的统计软件以及用于认知过程建模的模拟程序,让您能够在实际环境中应用所学知识。

University of Colorado Boulder
您将获得的技能: 探索性数据分析, 数据科学, 机器学习, 统计方法, 机器学习算法, 降维, Python 程序设计, 线性代数, 无监督学习, 应用机器学习
攻读学位
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 模型评估, 分类算法, 逻辑回归, PyTorch(机器学习库), 深度学习, 预测建模, 张力流, 数据预处理, 回归分析, 人工神经网络, 概率与统计, Machine Learning 方法
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation
混合 · 课程 · 1-3 个月

您将获得的技能: AI Workflows, Marketing Automation, Social Media Content, Generative AI
初级 · 课程 · 1-3 个月

Atlassian
您将获得的技能: 命令行界面, 软件配置管理, 协作软件, 版本控制, Bitbucket, Git(版本控制系统), GitHub, 代码审查
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Model Evaluation, Business Ethics, MLOps (Machine Learning Operations), Accountability, Mitigation, Data Quality
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 决策支持系统, 图论, 网络模型, 贝叶斯网络, 马尔可夫模型, 概率分布, 网络分析, 统计建模, 自然语言处理, 概率与统计
高级设置 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, MLOps (Machine Learning Operations), Cloud Deployment, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability
中级 · 课程 · 1-3 个月

您将获得的技能: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Data Persistence, YAML, Cloud Infrastructure, Virtual Networking, Cloud Computing Architecture, Scalability, Infrastructure Architecture, OS Process Management, Network Routing
混合 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Adobe Photoshop, Video Editing, Adobe Creative Cloud, Adobe Illustrator, Photo Editing, Graphic and Visual Design, Post-Production, Graphic and Visual Design Software, Graphic Design, Animations, Image Quality, Computer Graphic Techniques, Photography, Business Process Automation, User Interface (UI), Automation, Productivity Software
混合 · 课程 · 1-3 个月

Universidad ORT Uruguay
您将获得的技能: Video Game Development, Software Engineering, Program Development, Programming Principles, Software Testing, Animation and Game Design, Software Development, Event-Driven Programming, Computer Programming, Computational Thinking, Debugging
初级 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: Programming Principles, C++ (Programming Language), Data Structures, Computer Programming, Algorithms, Development Environment, Debugging
初级 · 课程 · 1-3 个月