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 Illinois Urbana-Champaign
您将获得的技能: 仪表板, 交互式数据可视化, 数据叙事, 绘图(图形), 数据可视化软件, 数据展示, Tableau 软件, 数据映射, 制图, 散点图, 数据可视化
混合 · 课程 · 1-3 个月

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Pseudocode, Query Languages, Computer Programming, Theoretical Computer Science, Computer Science, Data Storage
中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 数据分析, 微软Excel, 分类算法, 商业分析, 商业风险管理, 预测建模, 逻辑回归, 模型评估
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Multimodal Prompts, OpenAI API, LLM Application, AI Product Strategy, Productivity Software, Creative Design, Marketing Strategy and Techniques, Responsible AI, A/B Testing, Time Management
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据预处理, 机器学习, 嵌入, 自然语言处理, 文本挖掘, 生成式人工智能, 应用机器学习, 人工神经网络, 张力流, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Statistical Analysis, Pandas (Python Package), Analytical Skills, Descriptive Statistics, Data Manipulation, Probability, Data Collection, Data Capture, Restful API, Performance Measurement, Data Cleansing, Application Programming Interface (API)
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Computer Programming, Software Design, Application Security, Other Programming Languages, Python Programming, Java Programming, System Programming, Computer Architecture, Performance Tuning, Unix, Computer Science, Debugging
中级 · 专项课程 · 3-6 个月

您将获得的技能: Google Sheets, Exploratory Data Analysis, Statistical Analysis, Data Analysis, Data Presentation, Spreadsheet Software, Data Visualization, Graphing, Statistics, Data Science, Data Manipulation
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: API Testing, React.js, Containerization, Cloud Deployment, API Gateway, Software Documentation, Amazon Web Services, Cloud Applications, Front-End Web Development, Software Testing, Middleware, Test Automation, Technical Documentation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

Microsoft
您将获得的技能: 数据操作, 数据分析, Power BI, 数据存储, 数据清理, 数据整合, 数据质量, 数据转换, 数据存储技术, Data Validation, 数据完整性, 数据导入/导出, 摘录
初级 · 课程 · 1-4 周