定性研究方法课程可以帮助您学习访谈技巧、焦点小组协助、主题分析和参与观察。您可以掌握定性数据编码、提出研究问题以及将研究结果综合为可操作见解的技能。许多课程都会介绍 NVivo 和 Atlas.ti 等工具,这些工具有助于组织和分析定性数据,帮助您有效解释复杂的人类行为和社会现象。
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, Probability & Statistics
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 数据可视化软件, 统计分析, 探索性数据分析, 降维, Ggplot2, 绘图(图形), 制图, R 程序设计, 无监督学习, 数据分析, 统计可视化
混合 · 课程 · 1-4 周

您将获得的技能: Data Transformation, JSON, Data Preprocessing, Data Structures
中级 · 课程 · 1-4 周

您将获得的技能: Work Breakdown Structure, Agile Methodology, Agile Project Management, Project Documentation, Quality Management, Project Management Life Cycle, Project Management, Kanban Principles, Waterfall Methodology, Project Planning, Earned Value Management, Project Schedules, Scaled Agile Framework, Organizational Structure
中级 · 课程 · 1-4 周