哥伦比亚大学的课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握 Python、R 和 SQL 的编程技能,以及数据驱动决策的批判性思维和解决问题的技能。许多课程都会介绍用于数据 Visualization 的 Tableau、用于机器学习的 TensorFlow 和用于交互式编码的 Jupyter Notebook 等工具,让您能够将这些技能应用到实际项目和现实世界的数据挑战中。

University of Maryland, College Park
您将获得的技能: Agile Project Management, Scrum (Software Development), Sprint Planning, Scaled Agile Framework, Sprint Retrospectives, Agile Software Development, Agile Methodology, Team Management, Project Management Institute (PMI) Methodology, Team Performance Management, Agile Product Development, Backlogs, Kanban Principles, Project Management, Planning, User Story, Lean Methodologies, Continuous Delivery, Risk Management Framework, Product Management
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Health Policy, Substance Abuse, Lawsuits, Litigation and Civil Justice, Epidemiology, Health Disparities, Regulatory Compliance, Policy Analysis, Public Health, Policy Development, Law, Regulation, and Compliance, Trend Analysis, Advocacy, Surveys
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计分析, 数据科学, 数据分析, 统计推理, 统计假设检验, 统计, 概率分布, 统计方法, 概率, 数据操作, R 语言程序设计(中文版), 柱状图, 描述性统计, R(软件), 抽样(统计)
攻读学位
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 管理团队, 决策, 时间管理, 心理学, 适应, 批判性思维, 情绪商数, 工程管理, 认知灵活性, 自我意识, 个人发展
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初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Diversity and Inclusion, Empathy, Cultural Sensitivity, Workplace inclusivity, Social Justice, Cultural Diversity, Social Impact, Cognitive flexibility, Self-Awareness, Innovation, Productivity, Autism Spectrum Disorders
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初级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Performance Reporting, Predictive Analytics, Fraud detection, Business Leadership, Strategic Leadership, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Video Editing, Video Production, Videography, Photo/Video Production and Technology, Cinematography, Storytelling
中级 · 课程 · 1-4 周

您将获得的技能: Machine Learning, Data Ethics, Responsible AI, Technical Communication, Statistical Machine Learning, Predictive Analytics, Supervised Learning, Model Evaluation, Artificial Intelligence, Data Analysis, Decision Tree Learning, Machine Learning Algorithms, Logistic Regression, Classification Algorithms, Artificial Neural Networks
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Marketing Analytics, Machine Learning Methods, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Python Programming
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中级 · 课程 · 1-3 个月

SAS
您将获得的技能: Predictive Modeling, Predictive Analytics, Data Preprocessing, Model Evaluation, Responsible AI, Data-Driven Decision-Making, Machine Learning, Applied Machine Learning, Business Ethics, Decision Tree Learning, Business Analytics, Artificial Intelligence, Technical Management, Data Science, Social Justice
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Gemini, Software Development Life Cycle, Google Cloud Platform, Development Testing, Web Applications, Application Development, Software Development Tools, Test Case, Debugging, Query Languages
初级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: Advocacy, Public Policies, Public Health, Public Safety and National Security, Health Promotion, Legal Proceedings, Policy Analysis, Community Health, Policy Development, Crisis Intervention, Health Policy, Civil Procedures
初级 · 课程 · 1-3 个月