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。

University of Michigan
您将获得的技能: Environmental Monitoring, Global Positioning Systems, Environment, Physical Science, Climate Change Programs, Geographic Information Systems, Research, Scientific Methods, Science and Research, Analysis, Emerging Technologies
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 软件安装, 数据导入/导出, R 语言程序设计(中文版), 统计编程, 生物信息学, 数据操作, 大数据, 数据分析软件, 数据结构
混合 · 课程 · 1-4 周

您将获得的技能: 计算机编程, 数据导入/导出, JSON, 自动化, 还原式 API, Python 程序设计, 数据操作, 数据分析, Pandas(Python 软件包), NumPy, 网页抓取, 面向对象编程(OOP), Jupyter, 应用编程接口 (API), 数据结构, 编程原则, 文件输入/输出
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据驱动的决策制定, 数据管理, Data Management, 数据分析, 项目设计, 统计推理, 性能指标, 软件工程, 数据科学, 机器学习
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
初级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: MLOps(机器学习 Operator), 深度学习, 数据库, 模型评估, 大数据, Apache Spark, 分布式计算, PySpark, 回归分析, 数据转换, 模型部署, 机器学习, 机器学习软件, 数据处理, 探索性数据分析, 微软 Azure
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics, Cash Flows
获得学位
学位 · 1-4 年

O.P. Jindal Global University
您将获得的技能: Research, Psychology, Social Sciences, Mental Health Diseases and Disorders, Scientific Methods, Social Skills, Social Justice, Human Learning, Human Development, Cognitive flexibility, Hospice, Empathy & Emotional Intelligence, Learning Theory, Culture, Biology, Interpersonal Communications, Mental Health, Emotional Intelligence, Prenatal Care, Critical Thinking
获得学位
学位 · 1-4 年

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Performance marketing, Web Analytics
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Mechanics, Engineering, Physics, Trigonometry, Calculus, Chemical Engineering, Mathematical Modeling, Electrical Power
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月