信息工程课程可以帮助您学习数据分析 Modeling、系统分析、软件开发和数据库管理。您可以培养数据 Visualization、算法设计和项目管理方面的技能,这些技能对于有效的信息系统都至关重要。许多课程都会介绍数据库查询的 SQL、数据分析的 Python 等工具以及各种软件开发框架,展示如何将这些技能应用到实际项目中。

Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
获得学位
学位 · 1-4 年
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Vector Databases, Model Deployment, OpenAI API, Hugging Face, Scalability, Embeddings, Generative AI, Data Integration, Data Science, Machine Learning
中级 · 课程 · 1-4 周
您将获得的技能: Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Cloud Engineering, Data Architecture, Data Infrastructure, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Process Optimization, Data Modeling, System Monitoring
中级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

您将获得的技能: Penetration Testing, Cybersecurity, Anomaly Detection, Cyber Threat Intelligence, Threat Detection, AI Security, Security Awareness, Network Analysis, Generative AI, Prompt Engineering, Email Security, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Legal Risk, Responsible AI, Data Ethics, Generative AI, Personally Identifiable Information, Law, Regulation, and Compliance, Information Privacy, Regulation and Legal Compliance, Artificial Intelligence, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Mitigation
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Electronic Systems, Semiconductors, Basic Electrical Systems, Electrical Engineering, Electronics, Electronic Components, Electronics Engineering, Power Electronics, Electrical Systems, Engineering Analysis, Network Analysis, Engineering Calculations, Control Systems, Applied Mathematics
初级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Python 程序设计, 机器学习, 脚本, 应用程序开发, 应用编程接口 (API), OpenAI 应用程序接口, 软件工程, 测试案例, Prompt Engineering, 生成式人工智能
中级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Big Data, Data Analysis, Applied Machine Learning, Statistical Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning, Regression Analysis
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, JSON, 数据结构, 数据采集, 数据库, 数据操作, 脚本, 超文本标记语言(HTML), 网页抓取, MySQL, SQL, 数据导入/导出, 数据持久性, 空间分析, 数据库管理
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, 命令行界面, 微服务, 软件包和软件管理, 云工程, AWS SageMaker, 集装箱化, CI/CD, 数据管道, 测试自动化, Jupyter, 应用机器学习, Algorithm
中级 · 课程 · 1-4 周