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How To Remotely Send R and Python Execution to SQL Server from Jupyter Notebooks
Introduction Did you know that you can execute R and Python code remotely in SQL Server from Jupyter Notebooks or any IDE? Machine Learning Services in SQL Server eliminates the need to move data...转载 2018-07-30 10:16:34 · 294 阅读 · 0 评论 -
Python数据分析之pandas
前面一篇文章我们介绍了numpy,但numpy的特长并不是在于数据处理,而是在它能非常方便地实现科学计算,所以我们日常对数据进行处理时用的numpy情况并不是很多,我们需要处理的数据一般都是带有列标签和index索引的,而numpy并不支持这些,这时我们就需要pandas上场啦!  WHAT? Pandas是基于Numpy构建的库,在数据处理方面可以把它理解为numpy加...转载 2018-07-30 10:18:54 · 564 阅读 · 0 评论 -
AWS Deep Learning AMIs now include ONNX, enabling model portability across deep learning frameworks
The AWS Deep Learning AMIs (DLAMI) for Ubuntu and Amazon Linux are now pre-installed and fully configured with Open Neural Network Exchange (ONNX), enabling model portability across dee...转载 2018-07-27 14:41:42 · 242 阅读 · 0 评论 -
Basic Statistics in Python: Probability
When studying statistics, you will inevitably have to learn about probability. It is easy lose yourself in the formulas and theory behind probability, but it has essential uses in both working and dai...转载 2018-07-31 09:17:36 · 728 阅读 · 0 评论 -
Essential Tips and Tricks for Starting Machine Learning with Python
“I am a student of computer science/engineering. How do I get into the field of machine learning/deep learning/AI?” It’s never been easier to get started with machine learning. In addition to str...转载 2018-08-06 17:29:41 · 392 阅读 · 0 评论 -
Scale out your Pandas DataFrame operations using Dask
In Pandas, one can easily apply operations on all the data using the apply method. However, this method is quite slow and is not useful when scaling up your methods. Is there a way to speed up these o...转载 2018-08-06 17:30:20 · 279 阅读 · 0 评论