CSC310
所属分类：自动编程
开发工具：Jupyter Notebook
文件大小：25056KB
下载次数：0
上传日期：2023-04-28 13:19:16
上 传 者：
sh-1993
说明： 罗德岛大学CSC310“数据科学编程”课程的Colab笔记本。
(Colab Notebooks for the CSC310 "Programming for Data Science" course at the University of Rhode Island.)
文件列表:
LICENSE (7048, 2023-04-28)
docs (0, 2023-04-28)
docs\syllabus.docx (51822, 2023-04-28)
docs\syllabus.pdf (123927, 2023-04-28)
index.md (8116, 2023-04-28)
notes (0, 2023-04-28)
notes\01-What-is-Data-Science.pdf (8809137, 2023-04-28)
notes\01-What-is-Data-Science.pptx (1138352, 2023-04-28)
notes\02-data-literacy.pdf (2098530, 2023-04-28)
notes\02-data-literacy.pptx (12175619, 2023-04-28)
notes\03-accessing-data.ipynb (22509, 2023-04-28)
notes\04-no-file.txt (38, 2023-04-28)
notes\05-processing-pipeline.ipynb (84724, 2023-04-28)
notes\06-machine-learning-basics-1.pdf (2434053, 2023-04-28)
notes\06-machine-learning-basics-1.pptx (1637283, 2023-04-28)
notes\07-machine-learning-basics-2.ipynb (21332, 2023-04-28)
notes\08-data-manipulation-pandas.ipynb (137185, 2023-04-28)
notes\09-visualization.ipynb (703422, 2023-04-28)
notes\10-models.ipynb (71192, 2023-04-28)
notes\11-models-2.ipynb (374847, 2023-04-28)
notes\12-models-3.ipynb (13402, 2023-04-28)
notes\13-KNN.ipynb (14647, 2023-04-28)
notes\14-ANN.pdf (2883834, 2023-04-28)
notes\14-ANN.pptx (486787, 2023-04-28)
notes\15-ANN-2.ipynb (9234, 2023-04-28)
notes\16a-regression.ipynb (90407, 2023-04-28)
notes\17a-unsupervised-learning.ipynb (333938, 2023-04-28)
notes\18a-NLP.ipynb (51799, 2023-04-28)
notes\19a-NLP-2.ipynb (38653, 2023-04-28)
notes\19a-NLP-3.ipynb (105201, 2023-04-28)
notes\20-databases.ipynb (43545, 2023-04-28)
notes\21-no-file.txt (38, 2023-04-28)
notes\22-deep-learning.ipynb (51117, 2023-04-28)
notes\22a-image-compression.ipynb (765615, 2023-04-28)
notes\23-cloud-computing.ipynb (12888, 2023-04-28)
notes\24-report-writing.ipynb (5191, 2023-04-28)
notes\26-system.ipynb (21148, 2023-04-28)
... ...
## Programming for Data Science
Colab Notebooks, PDF Presentations, and videos for the CSC 310 "Programming for Data Science" course at the University of Rhode Island.
For readable and interactive content please go to the [CSC310 GitHub Pages](https://lutzhamel.github.io/CSC310/).
## License
The content of this repository is released under the [CC-BY-NC-ND license](https://creativecommons.org/licenses/by-sa/4.0/). Read more at [Creative Commons](https://creativecommons.org).
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