文件名称：data_science_and_data_driven_decisions:MIT xPRO数据科学课程
文件大小：15.13MB
文件格式：ZIP
更新时间：2024-05-18 18:19:31
machine-learning datascience predictive-modeling JupyterNotebook
data_science_and_data_driven_decisions 模块1：了解非结构化数据 Clustering Spectral Clustering, Components and Embeddings Case Studies 模块2：回归和预测 Classical Linear & nonlinear regression & extension Modern Regression with High-Dimensional Data The use of modern Regression for causal inference Case Studies 模块3：分类，假设检验和异常检测 Hypothesis Testing and Classification Deep Learning Case Studies 单元4：推荐系统 Recommendations
【文件预览】：
data_science_and_data_driven_decisions-master
----course_syllabus.pdf(2.64MB)
----Module_3.pdf(4.11MB)
----data_science_mit_xpro_certificate.pdf(336KB)
----Module_1.pdf(2.04MB)
----case_study_nyc_taxi_trips.ipynb(102KB)
----Module_2.pdf(4.28MB)
----LICENSE(1KB)
----README.md(1KB)
----course_activity.pdf(2.15MB)
----case_study_recommendation_system.ipynb(38KB)
----.gitignore(1KB)
----certificate.png(226KB)