原创 自動獲取https簽名
說明 [domain] 爲網站域名，注意對應修改 準備工作 安裝openssl 創建存放ssl證書文件夾mkdir ssl 創建賬號 openssl genrsa 4096 > account.key 創建CSR文件 創建域名私
2019-01-25 20:48:40
原创 人工智能將如何在2019年改變零售業(How AI Will Change Brick-and-Mortar Retail in 2019)
Data science, machine learning, and AI have clear applications for e-commerce, and given their relative ease of imple
2018-12-28 14:05:53
原创 LSTM的神奇之處
前言 LSTM神經網絡代表長期短期記憶，是一種特殊類型的遞歸神經網絡，最近在機器學習界引起了很多關注。 簡而言之，LSTM網絡內部具有一些上下文狀態單元，它們充當長期或短期存儲器單元。 LSTM網絡的輸出由這些單元的狀態調製而成。當我
2018-12-28 14:05:53
原创 GBM參數詳解
GBM(gradient boosting machine) 參數詳解: 樹參數 min_samples_split 定義了樹中一個節點所需要用來分裂的最少樣本數。 可以避免過度擬合(over-fitting)。如果用於分類的樣
2018-12-28 14:05:53
原创 機器學習面試
主題模型 詞向量 何爲詞向量？即對詞典 D 中任意詞 w，指定一個固定長度的實值向量 V(w)屬於 R^m 。則 V(w) 即稱爲w的詞向量，m是詞向量的長度。 詞向量有兩種表現形式： One-hot Representation：
2018-12-28 14:05:53
原创 Call an Amazon SageMaker model endpoint using Amazon API Gateway and AWS Lambda
At AWS Machine Learning workshops, customers often ask, “After I deploy an endpoint, where do I go from there?” You can
2018-09-05 04:45:11
原创 2018-08-22 Whats new on arXiv
Use Of Vapnik-Chervonenkis Dimension in Model Selection In this dissertation, I derive a new method to estimate the Vap
2018-09-05 04:45:11
原创 Scalable multi-node deep learning training using GPUs in the AWS Cloud
A key barrier to the wider adoption of deep neural networks on industrial-size datasets is the time and resources requi
2018-09-05 04:45:10
原创 Distilled News
T2F – Text-to-Face generation using Deep Learning This project combines two of the recent architectures StackGAN and Pr
2018-09-05 04:45:10
原创 Create a model for predicting orthopedic pathology using Amazon SageMaker
Artificial intelligence (AI) and machine learning (ML) are gaining momentum in the healthcare industry, especially in h
2018-09-05 04:45:10
原创 Why AI Isn’t A Black Box (And Its Business Value)
Artificial intelligence (AI) is a powerful and growing field, but some are still hesitant to employ it, seeing it as a
2018-09-05 04:45:09
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原创 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
2018-09-05 04:45:09
原创 Spark Transformation和Actions
Transformation和Actions Transformation具體內容 map(func) :返回一個新的分佈式數據集，由每個原元素經過func函數轉換後組成 filter(func) : 返回一個新的數據集，由經過func
2018-09-05 04:45:09
原创 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
2018-09-05 04:45:09
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原创 Object Detection algorithm now available in Amazon SageMaker
Amazon SageMaker is a fully-managed and highly scalable machine learning (ML) platform that makes it easy build, train,
2018-09-05 04:45:09
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