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RSS订阅翻译 深度学习领域专业词汇_深度学习时代的人文领域专业知识
深度学习领域专业词汇It’s a bit of an understatement to say that Deep Learning has recently become a hot topic. Within a decade alone, the field has made significant strides on problems once thought to be imposs...
2020-10-09 23:30:14
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翻译 聊天产生器
Is Artificial Intelligence(AI) making us lazy or efficient?人工智能(AI)使我们变得懒惰还是高效？I think it’s making us efficient. Due to COVID-19, people are more often found interacting with their peers via social m...
2020-10-09 23:19:17
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翻译 主成分分析 独立成分分析_您曾经想了解的主成分分析背后的直觉
主成分分析 独立成分分析翻译自: https://medium.com/swlh/intuition-behind-principal-component-analysis-you-ever-wanted-to-understand-af1b8c1ea801主成分分析 独立成分分析
2020-09-13 23:28:50
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翻译 mlflow_使用MLflow跟踪进行超参数调整
mlflowHyperparameter tuning and optimization is a powerful tool in the field of AutoML. Tuning these configurations can dramatically improve model performance. However, hyperparameter tuning can be co...
2020-09-13 23:19:40
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翻译 opencv keras_如何使用OpenCV和Flask部署预训练的Keras模型
opencv kerasIn this post, I will share how to deploy a pre-trained model to a locally hosted computer with Flask, OpenCV and Keras. I initially deployed this model on PythonAnywhere using Flask, Keras...
2020-09-13 23:09:12
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翻译 数量和质量评价模型_数量对于语言模型可以具有自己的质量
数量和质量评价模型The recent advances in language modeling with GPT-3 got me thinking: at what point does a quantitative change in a machines language generation ability cross a boundary into a qualitative cha...
2020-09-13 22:59:41
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翻译 lr模型和dnn模型_建立ML或DNN模型的技巧
lr模型和dnn模型 机器学习 (Machine Learning)Everyone can fit data into any model machine learning or deep learning frameworks easily. Following the best practices may help you to distinguish others. Also, you ...
2020-09-13 22:48:42
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翻译 肺部结节智能诊断 csdn_在计算机的帮助下诊断肺部疾病
肺部结节智能诊断 csdnAPPLYING MACHINE LEARNING ALGORITHMS TO PATIENT DATA IS HELPING STANFORD RESEARCHERS BETTER DIAGNOSE AND TREAT LUNG DISEASE. 将机器学习算法应用于患者数据正在帮助斯坦福大学的研究人员更好地诊断和治疗肺部疾病。 Parts of medicine c...
2020-09-13 22:38:57
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翻译 机器学习 文本分类 代码_无需担心机器学习-如何在少于10行代码中对文本进行分类
机器学习 文本分类 代码This article builds upon my previous two articles where I share some tips on how to get started with data analysis in Python (or R) and explain some basic concepts on text analysis in Pyth...
2020-09-13 22:28:20
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翻译 图像梯度增强_使用梯度增强机在R中进行分类
图像梯度增强 背景 (Background)Purpose of analysis: 分析目的: Understand the factors driving student success so that Open University can allocate resources to improve student success 了解推动学生成功的因素，以便开放大学可以分配资源来提高学...
2020-09-13 22:18:18
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翻译 数据分析模型和工具_数据分析师工具包：模型
数据分析模型和工具You’ve cleaned up your data and done some exploratory data analysis. Now what? As data analysts we have a lot of tools in our toolkit, but just like a screwdriver might be used to hammer in a...
2020-09-13 22:08:10
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翻译 基于树的模型的机器学习
This is a memo to share what I have learnt in Machine Learning with Tree-Based Models (using Python), capturing the learning objectives as well as my personal notes. The course is taught by Elie Kawer...
2020-09-13 21:57:21
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翻译 cnn卷积神经网络_5分钟内卷积神经网络（CNN）
cnn卷积神经网络Convolutional neural networks (CNNs) are the most popular machine leaning models for image and video analysis. 卷积神经网络(CNN)是用于图像和视频分析的最流行的机器学习模型。 示例任务 (Example Tasks)Here are some example t...
2020-09-13 21:46:42
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翻译 蝙蝠侠遥控器pcb_通过蝙蝠侠从Circle到ML：第一部分
蝙蝠侠遥控器pcbView Graph查看图 介绍: (Introduction:)The circle in itself is really pretty, ain’t it? But, with some curiosity, you can go beyond a circle. It doesn’t need any calculus or any advanced concepts...
2020-09-13 21:37:01
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翻译 深度学习 图像分类_深度学习时代您应该阅读的10篇文章了解图像分类
深度学习 图像分类 前言 (Foreword)Computer vision is a subject to convert images and videos into machine-understandable signals. With these signals, programmers can further control the behavior of the machine b...
2020-09-13 21:27:13
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翻译 算法竞赛训练指南代码仓库_数据仓库综合指南
算法竞赛训练指南代码仓库 重点 (Top highlight)As a data scientist, it’s valuable to have some idea of fundamental data warehouse concepts. Most of the work we do involves adding enterprise value on top of datasets t...
2020-09-13 21:16:33
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翻译 大数据平台蓝图_数据科学面试蓝图
大数据平台蓝图 1.组织是关键 (1. Organisation is Key)I’ve interviewed at Google (and DeepMind), Uber, Facebook, Amazon for roles that lie under the “Data Scientist” umbrella and this is the typical interview cons...
2020-09-13 21:05:36
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翻译 机器学习 数据模型_使用PyCaret将机器学习模型运送到数据—第二部分
机器学习 数据模型My previous post Machine Learning in SQL using PyCaret 1.0 provided details about integrating PyCaret with SQL Server. In this article, I will provide step-by-step details on how to train and...
2020-09-13 20:55:08
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翻译 需求分析与建模最佳实践_社交媒体和主题建模：如何在实践中分析帖子
需求分析与建模最佳实践 主题建模的实际使用 (Practical use of topic modeling)There is a substantial amount of data generated on the internet every second — posts, comments, photos, and videos. These different data types m...
2020-09-13 20:45:50
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翻译 de对冲基金_在2020年代获得顶级对冲基金工作的最佳机器学习算法
de对冲基金Hedge Funds analyst roles represent some of the most fiercely contested roles in all of Finance (if not any industry). The work is incredibly varied and challenging, making the jobs the long ter...
2020-09-13 20:36:26
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翻译 sim卡rfm_信用卡客户的RFM集群
sim卡rfmRecency, Frequency, & Monetary (RFM) is one of the techniques that can be used for customer segmentation and is one of the conventional ways for segmentation that been used for a long time....
2020-09-13 20:25:40
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翻译 pandas内置绘图_使用Pandas内置功能探索数据集
pandas内置做图Each and every data scientist is using the very famous libraries for data manipulation that is Pandas, built on top of the Python programming language. It is a powerful python package that m...
2020-09-13 20:15:39
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翻译 脉冲多普勒雷达_是人类还是动物？ 多普勒脉冲雷达和神经网络的目标分类
脉冲多普勒雷达In the world of data science the industry, academic, and government sectors often collide when enthusiasts and experts alike, work together to tackle the challenges we face day-to-day. A prime ...
2020-09-13 20:05:33
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翻译 如何准备机器学习数据集_数据准备技术及其在机器学习中的重要性
如何准备机器学习数据集 什么是数据？ (What is Data?)Data refers to examples of cases from the domain that characterize the problem you want to solve and the choice of data is dependent on the objective you want to sat...
2020-09-13 19:55:14
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翻译 自我监督学习和无监督学习_弱和自我监督的学习-第1部分
自我监督学习和无监督学习 有关深层学习的FAU讲义 (FAU LECTURE NOTES ON DEEP LEARNING)These are the lecture notes for FAU’s YouTube Lecture “Deep Learning”. This is a full transcript of the lecture video & matching slid...
2020-09-13 19:44:24
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翻译 logistic 回归_具有Logistic回归的优秀初学者项目
logistic 回归Welcome to this friendly beginner’s guide to creating a logistic regression model for classification in python! 欢迎使用这个友好的初学者指南，以在python中创建用于分类的逻辑回归模型！ With this guide I want to give you an...
2020-09-13 19:33:26
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翻译 机器学习在电力系统中的应用_设计思维应用于机器学习系统
机器学习在电力系统中的应用We are in the midst of massive change. Right now many entrepreneurs, engineers, and researchers are busy rethinking or redesigning some of the big sectors such as travel, business, remote...
2020-09-13 19:24:22
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翻译 无监督学习 k-means_监督学习-它意味着什么？
无监督学习 k-meansWhen we think of a machine, we often think of it in the engineering sense — an actual physical device (with moving parts) that makes some work easier. In machine learning, we use the term...
2020-09-13 19:13:41
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翻译 深度学习含义_不要忘记“深度学习”的含义
深度学习含义Think critically about whether you actually need deep-learning in your pipeline. 认真考虑您是否真的需要在管道中进行深度学习。 在作为AI初创公司将深度学习应用于客户数据之前，请先认真考虑客户数据的基本统计信息-注意集合中的偏见-并问问自己是否真的有必要在该集合上使用深度学习，或者您是否可以使用其他统计...
2020-09-13 19:04:35
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翻译 根据一堆数字判定下一个数字_坐在一堆数字黄金
根据一堆数字判定下一个数字Pause for a second. Think about your organisation; mentally visualise your processes and perform a quick inventory of all the data which you collect. It might be a scribble on a form or a...
2020-09-13 18:54:06
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翻译 如何设置Jupiter Notebook服务器并从任何地方访问它（Windows 10）
新程序员指南: (New Programmer’s Guide:) 介绍: (Introduction:)I want to work from my laptop and have my desktop do all of the heavy lifting. 我想用笔记本电脑工作，让台式机完成所有繁重的工作。 It might not seem like it, but that sim...
2020-09-13 18:44:07
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翻译 支持向量机概念图解_支持向量机：基本概念
支持向量机概念图解One of the Dual purposes Supervised Machine Learning Algorithms, serves as both a Regression(Support Vector Regressor) and a Classification Algorithm(Support Vector Classifier). This article ...
2020-09-13 18:33:42
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翻译 2018年机器学习从业者_机器学习从业者在2020年及以后创造收入的5种方式
2018年机器学习从业者 经验与建议 (Experience & Advice)Income generation is a topic that has become more relevant than ever due to the number of professionals getting laid off from companies that can no longer ...
2020-09-13 18:14:00
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翻译 k均值算法 二分k均值算法_如何获得K均值算法面试问题
k-means 算法 数据科学访谈 (Data Science Interviews)KMeans is one of the most common and important clustering algorithms to know for a data scientist. It is, however, often the case that experienced data scie...
2020-09-13 18:04:53
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翻译 问答机器人接口python_设计用于机器学习工程的Python接口
问答机器人接口pythonIn order to do machine learning engineering, a model must first be deployed, in most cases as a prediction API. In order to make this API work in production, model serving infrastructure ...
2020-09-13 17:54:03
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翻译 raspberry pi_通过串行蓝牙从Raspberry Pi传感器单元发送数据
raspberry pi 介绍 (Introduction)When building portable sensors we often want to calibrate and double-check their readings before allowing them to log data remotely. Whilst developing these we can easil...
2020-09-13 17:44:11
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翻译 神经网络架构搜索_神经网络架构
神经网络架构搜索Marketing and product teams are tasked with understanding customers. To do so, they look at customer preferences — motivations, expectations and inclinations — which in combination with custom...
2020-09-13 17:34:30
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翻译 使用TorchElastic训练DeepSpeech
Reduce cost and horizontally scale deepspeech.pytorch using TorchElastic with Kubernetes. 使用TorchElastic和Kubernetes降低成本并水平扩展deepspeech.pytorch。 使用Deepspeech.pytorch进行端到端语音转文本模型 (End-to-End Speec...
2020-09-13 17:24:46
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翻译 GitHub是您需要的最好的AutoML
You may be wondering since when did GitHub get into the business of Automated Machine Learning. Well, it didn’t but you can use it for testing your personalized AutoML software. In this tutorial, we w...
2020-09-13 17:15:37
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翻译 集合计数 二项式反演_对计数数据使用负二项式
集合计数 二项式反演The Negative Binomial distribution is a discrete probability distribution that you should have in your toolkit for count data. For example, you might have data on the number of pages someone...
2020-09-13 17:05:12
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