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The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
Perspectives matters
Also, Effective communication is about more than just exchanging information.
It’s about understanding the emotion and intentions behind the information.
Credits: Steffen Kraft
Make AI & BI work at Scale
This document is an excerpt from a book that discusses business intelligence, data science, artificial intelligence and their role in creating business value. It includes chapters on topics such as the difference between business intelligence and data science, the evolution to data lakehouses, data literacy, delivering insights with modern data platforms, and building competent data teams. Each chapter is authored by a different expert in the data and analytics field.
Cheatsheet convolutional-neural-networks
This document provides an overview of convolutional neural networks (CNNs) and their applications. It discusses the common layers in a CNN like convolutional layers, pooling layers, and fully connected layers. It also covers hyperparameters for convolutional layers like filter size and stride. Additional topics summarized include object detection algorithms like YOLO and R-CNN, face recognition models, neural style transfer, and computational network architectures like ResNet and Inception.
Cheatsheet recurrent-neural-networks
1. Recurrent neural networks (RNNs) allow information to persist from previous time steps through hidden states and can process input sequences of variable lengths. Common RNN architectures include LSTMs and GRUs which address the vanishing gradient problem of traditional RNNs.
2. RNNs are commonly used for natural language processing tasks like machine translation, sentiment classification, and named entity recognition. They learn distributed word representations through techniques like word2vec, GloVe, and negative sampling.
3. Machine translation models use an encoder-decoder architecture with an RNN encoder and decoder. Beam search is commonly used to find high-probability translation sequences. Performance is evaluated using metrics like BLEU score.
Cheatsheet deep-learning-tips-tricks
This document provides tips and tricks for deep learning including data augmentation techniques, batch normalization, training procedures like epochs and mini-batch gradient descent, loss functions like cross-entropy loss, and parameter tuning methods such as transfer learning, adaptive learning rates, dropout, and early stopping. It also discusses good practices like overfitting small batches and gradient checking.
Recommended
CES AI Product.pdf
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
Perspectives matters
Also, Effective communication is about more than just exchanging information.
It’s about understanding the emotion and intentions behind the information.
Credits: Steffen Kraft
Make AI & BI work at Scale
This document is an excerpt from a book that discusses business intelligence, data science, artificial intelligence and their role in creating business value. It includes chapters on topics such as the difference between business intelligence and data science, the evolution to data lakehouses, data literacy, delivering insights with modern data platforms, and building competent data teams. Each chapter is authored by a different expert in the data and analytics field.
Cheatsheet convolutional-neural-networks
This document provides an overview of convolutional neural networks (CNNs) and their applications. It discusses the common layers in a CNN like convolutional layers, pooling layers, and fully connected layers. It also covers hyperparameters for convolutional layers like filter size and stride. Additional topics summarized include object detection algorithms like YOLO and R-CNN, face recognition models, neural style transfer, and computational network architectures like ResNet and Inception.
Cheatsheet recurrent-neural-networks
1. Recurrent neural networks (RNNs) allow information to persist from previous time steps through hidden states and can process input sequences of variable lengths. Common RNN architectures include LSTMs and GRUs which address the vanishing gradient problem of traditional RNNs.
2. RNNs are commonly used for natural language processing tasks like machine translation, sentiment classification, and named entity recognition. They learn distributed word representations through techniques like word2vec, GloVe, and negative sampling.
3. Machine translation models use an encoder-decoder architecture with an RNN encoder and decoder. Beam search is commonly used to find high-probability translation sequences. Performance is evaluated using metrics like BLEU score.
Cheatsheet deep-learning-tips-tricks
This document provides tips and tricks for deep learning including data augmentation techniques, batch normalization, training procedures like epochs and mini-batch gradient descent, loss functions like cross-entropy loss, and parameter tuning methods such as transfer learning, adaptive learning rates, dropout, and early stopping. It also discusses good practices like overfitting small batches and gradient checking.
Cheatsheet deep-learning
This document provides an overview of key concepts in machine learning including neural networks, convolutional neural networks, recurrent neural networks, reinforcement learning, and control. It defines common neural network components like layers, activation functions, loss functions, and backpropagation. It also explains concepts in convolutional neural networks like convolutional layers and batch normalization. Recurrent neural networks components discussed include different gate types. Reinforcement learning concepts covered are Markov decision processes, policies, value functions, Bellman equations, value iteration algorithm, and Q-learning.
Cheatsheet machine-learning-tips-and-tricks
This document provides an overview of machine learning concepts for assessing model performance including metrics, model selection, and diagnostics. It discusses classification and regression metrics like accuracy, precision, recall, ROC curves, and coefficients of determination. Model selection techniques covered are training/validation/test sets, cross-validation, and regularization. Diagnostics examines bias/variance tradeoffs and remedies for underfitting and overfitting.
Cheatsheet unsupervised-learning
- Unsupervised learning aims to find hidden patterns in unlabeled data. Expectation-maximization and k-means clustering are common unsupervised learning algorithms.
- Principal component analysis performs dimension reduction by projecting data onto dimensions that maximize variance. Independent component analysis finds underlying generating sources in data.
- This document provides an overview of various unsupervised learning techniques including expectation-maximization, k-means clustering, hierarchical clustering, principal component analysis, and independent component analysis. Formulas and algorithms for each technique are defined.
Cheatsheet supervised-learning
This document provides a summary of supervised learning techniques including linear regression, logistic regression, support vector machines, naive Bayes classification, and decision trees. It defines key concepts such as hypothesis, loss functions, cost functions, and gradient descent. It also covers generative models like Gaussian discriminant analysis, and ensemble methods such as random forests and boosting. Finally, it discusses learning theory concepts such as the VC dimension, PAC learning, and generalization error bounds.
Refresher probabilities-statistics
This document provides an introduction to key concepts in probability and statistics for machine learning. It covers topics such as sample spaces, events, axioms of probability, permutations, combinations, conditional probability, Bayes' rule, random variables, probability distributions, expectations, variance, transformations of random variables, jointly distributed random variables, parameter estimation, and the central limit theorem.
Refresher algebra-calculus
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1) Notations for vectors, matrices, and operations like matrix multiplication and transposition.
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3) Derivatives used in calculus on matrices, including the gradient and Hessian of functions with respect to vectors and matrices.
Colour Theory for Painting - Fine Artist.pdf
This document is all about Colour Theory for Fine Artist / Painter.
一比一原版(UniSA毕业证)南澳大学毕业证成绩单如何办理
UniSA毕业证【微信95270640】（南澳大学毕业证高仿学位证书((+《Q微信95270640》))）购买UniSA毕业证修改UniSA成绩单购买南澳大学毕业证办UniSA文凭办高仿毕业证南澳大学毕业证购买修改成绩单挂科退学如何进行学历认证留学退学办毕业证书/ 出国留学无法毕业买毕业证留学被劝退买毕业证（非正常毕业教育部认证咨询） University of South Australia
办国外南澳大学南澳大学毕业证假文凭教育部学历学位认证留信认证大使馆认证留学回国人员证明修改成绩单信封申请学校offer录取通知书在读证明offer letter。
快速办理高仿国外毕业证成绩单：
1南澳大学毕业证+成绩单+留学回国人员证明+教育部学历认证（全套留学回国必备证明材料给父母及亲朋好友一份完美交代）;
2雅思成绩单托福成绩单OFFER在读证明等留学相关材料（申请学校转学甚至是申请工签都可以用到）。
3.毕业证 #成绩单等全套材料从防伪到印刷从水印到钢印烫金高精仿度跟学校原版100%相同。
专业服务请勿犹豫联系我！联系人微信号：95270640诚招代理：本公司诚聘当地代理人员如果你有业余时间有兴趣就请联系我们。
国外南澳大学南澳大学毕业证假文凭办理过程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。让我们的父母幸福快乐地度过一生挽着清风芒耀似金的骄阳如将之绽放的花蕾一般静静的从远方的山峦间缓缓升起这一片寂静的城市默默的等待着它的第一缕光芒将之唤醒那飘散在它前方的几层薄云像是新娘的婚纱一般为它的光芒添上了几分淡淡的浮晕在悄无声息间这熙和的阳光默默的照射在大地上像是母亲的手轻轻抚摸熟睡中的孩子般柔情似水五月的盛夏从这一缕柔情中揭开了第一抹的清香清晨本是繁华喧闹的街道此时只有稀薄的人群围着冒着层聋
Fashionista Chic Couture Mazes and Coloring AdventureA
Fashionista Chic Couture Maze & Coloring Adventures is a coloring and activity book filled with many maze games and coloring activities designed to delight and engage young fashion enthusiasts. Each page offers a unique blend of fashion-themed mazes and stylish illustrations to color, inspiring creativity and problem-solving skills in children.
一比一原版(QUT毕业证)昆士兰科技大学毕业证成绩单如何办理
QUT毕业证【微信95270640】办理QUT毕业证【Q微信95270640】昆士兰科技大学毕业证书原版↑制作昆士兰科技大学学历认证文凭办理昆士兰科技大学留信网认证,留学回国办理毕业证成绩单文凭学历认证【Q微信95270640】专业为海外学子办理毕业证成绩单、文凭制作，学历仿制，回国人员证明、做文凭，研究生、本科、硕士学历认证、留信认证、结业证、学位证书样本、美国教育部认证百分百真实存档可查】
全套服务：昆士兰科技大学昆士兰科技大学毕业证offer真实回国人员证明 #真实教育部认证。让您回国发展信心十足#铸就十年品质！信誉！实体公司！可以视频看办公环境样板如需办理真实可查可以先到公司面谈勿轻信小中介黑作坊！
可以提供昆士兰科技大学钢印 #水印 #烫金 #激光防伪 #凹凸版 #最新版的毕业证 #百分之百让您绝对满意
印刷DHL快递毕业证 #成绩单7个工作日真实大使馆教育部认证1个月。为了达到高水准高效率
请您先以qq或微信的方式对我们的服务进行了解后如果有昆士兰科技大学昆士兰科技大学毕业证offer帮助再进行电话咨询。
国外毕业证学位证成绩单如何办理：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作昆士兰科技大学毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。望着父亲山娃反问道父亲听了并不回答只是吃吃地笑山娃很精神越逛越起劲父亲却越逛越疲倦望着父亲呵欠连天的样子山娃也说困了累了回家吧小屋闷罐一般头顶上的三叶扇彻夜呜呜作响搅得满屋热气腾腾也搅得山娃心烦意乱父亲一上床就呼呼大睡山娃却辗转反侧睡不着山娃一次又一次摸索着爬起来一遍又一遍地用暖乎乎的冷水擦身往水泥地板上一勺一勺的洒水也不知过了多久山娃竟迷迷糊糊地睡着了迷迷糊糊地又闻到了闹钟刺耳的铃声和哐咣的关和
Fed by curiosity and beauty - Remembering Myrsine Zorba
Speech at the conference in the memory of Myrsine Zorba.
Cherries 32 collection of colorful paintings
The cherry: beauty, softness, its heart-shaped plastic has inspired artists since Antiquity. Cherries and strawberries were considered the fruits of paradise and thus represented the souls of men.
A Brief Introduction About Hadj Ounis
Hadj Ounis's most notable work is his sculpture titled "Metamorphosis." This piece showcases Ounis's mastery of form and texture, as he seamlessly combines metal and wood to create a dynamic and visually striking composition. The juxtaposition of the two materials creates a sense of tension and harmony, inviting viewers to contemplate the relationship between nature and industry.
Ealing London Independent Photography meeting - June 2024
Photographs from trip to American Deep South
哪里购买美国乔治城大学毕业证硕士学位证书原版一模一样
原版一模一样【微信：741003700 】【美国乔治城大学毕业证硕士学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Dino Ranch Storyboard / Kids TV Advertising
Storyboard produced for the TV commercial of a toy from the children's show “Dino Ranch”
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- This document provides an overview of various unsupervised learning techniques including expectation-maximization, k-means clustering, hierarchical clustering, principal component analysis, and independent component analysis. Formulas and algorithms for each technique are defined.
Cheatsheet supervised-learning
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Colour Theory for Painting - Fine Artist.pdf
This document is all about Colour Theory for Fine Artist / Painter.
一比一原版(UniSA毕业证)南澳大学毕业证成绩单如何办理
UniSA毕业证【微信95270640】（南澳大学毕业证高仿学位证书((+《Q微信95270640》))）购买UniSA毕业证修改UniSA成绩单购买南澳大学毕业证办UniSA文凭办高仿毕业证南澳大学毕业证购买修改成绩单挂科退学如何进行学历认证留学退学办毕业证书/ 出国留学无法毕业买毕业证留学被劝退买毕业证（非正常毕业教育部认证咨询） University of South Australia
办国外南澳大学南澳大学毕业证假文凭教育部学历学位认证留信认证大使馆认证留学回国人员证明修改成绩单信封申请学校offer录取通知书在读证明offer letter。
快速办理高仿国外毕业证成绩单：
1南澳大学毕业证+成绩单+留学回国人员证明+教育部学历认证（全套留学回国必备证明材料给父母及亲朋好友一份完美交代）;
2雅思成绩单托福成绩单OFFER在读证明等留学相关材料（申请学校转学甚至是申请工签都可以用到）。
3.毕业证 #成绩单等全套材料从防伪到印刷从水印到钢印烫金高精仿度跟学校原版100%相同。
专业服务请勿犹豫联系我！联系人微信号：95270640诚招代理：本公司诚聘当地代理人员如果你有业余时间有兴趣就请联系我们。
国外南澳大学南澳大学毕业证假文凭办理过程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。让我们的父母幸福快乐地度过一生挽着清风芒耀似金的骄阳如将之绽放的花蕾一般静静的从远方的山峦间缓缓升起这一片寂静的城市默默的等待着它的第一缕光芒将之唤醒那飘散在它前方的几层薄云像是新娘的婚纱一般为它的光芒添上了几分淡淡的浮晕在悄无声息间这熙和的阳光默默的照射在大地上像是母亲的手轻轻抚摸熟睡中的孩子般柔情似水五月的盛夏从这一缕柔情中揭开了第一抹的清香清晨本是繁华喧闹的街道此时只有稀薄的人群围着冒着层聋
Fashionista Chic Couture Mazes and Coloring AdventureA
Fashionista Chic Couture Maze & Coloring Adventures is a coloring and activity book filled with many maze games and coloring activities designed to delight and engage young fashion enthusiasts. Each page offers a unique blend of fashion-themed mazes and stylish illustrations to color, inspiring creativity and problem-solving skills in children.
一比一原版(QUT毕业证)昆士兰科技大学毕业证成绩单如何办理
QUT毕业证【微信95270640】办理QUT毕业证【Q微信95270640】昆士兰科技大学毕业证书原版↑制作昆士兰科技大学学历认证文凭办理昆士兰科技大学留信网认证,留学回国办理毕业证成绩单文凭学历认证【Q微信95270640】专业为海外学子办理毕业证成绩单、文凭制作，学历仿制，回国人员证明、做文凭，研究生、本科、硕士学历认证、留信认证、结业证、学位证书样本、美国教育部认证百分百真实存档可查】
全套服务：昆士兰科技大学昆士兰科技大学毕业证offer真实回国人员证明 #真实教育部认证。让您回国发展信心十足#铸就十年品质！信誉！实体公司！可以视频看办公环境样板如需办理真实可查可以先到公司面谈勿轻信小中介黑作坊！
可以提供昆士兰科技大学钢印 #水印 #烫金 #激光防伪 #凹凸版 #最新版的毕业证 #百分之百让您绝对满意
印刷DHL快递毕业证 #成绩单7个工作日真实大使馆教育部认证1个月。为了达到高水准高效率
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6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。望着父亲山娃反问道父亲听了并不回答只是吃吃地笑山娃很精神越逛越起劲父亲却越逛越疲倦望着父亲呵欠连天的样子山娃也说困了累了回家吧小屋闷罐一般头顶上的三叶扇彻夜呜呜作响搅得满屋热气腾腾也搅得山娃心烦意乱父亲一上床就呼呼大睡山娃却辗转反侧睡不着山娃一次又一次摸索着爬起来一遍又一遍地用暖乎乎的冷水擦身往水泥地板上一勺一勺的洒水也不知过了多久山娃竟迷迷糊糊地睡着了迷迷糊糊地又闻到了闹钟刺耳的铃声和哐咣的关和
Fed by curiosity and beauty - Remembering Myrsine Zorba
Speech at the conference in the memory of Myrsine Zorba.
Cherries 32 collection of colorful paintings
The cherry: beauty, softness, its heart-shaped plastic has inspired artists since Antiquity. Cherries and strawberries were considered the fruits of paradise and thus represented the souls of men.
A Brief Introduction About Hadj Ounis
Hadj Ounis's most notable work is his sculpture titled "Metamorphosis." This piece showcases Ounis's mastery of form and texture, as he seamlessly combines metal and wood to create a dynamic and visually striking composition. The juxtaposition of the two materials creates a sense of tension and harmony, inviting viewers to contemplate the relationship between nature and industry.
Ealing London Independent Photography meeting - June 2024
Photographs from trip to American Deep South
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原版一模一样【微信：741003700 】【美国乔治城大学毕业证硕士学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
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留信网认证的作用:
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3:国家专业人才认证中心颁发入库证书
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6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Dino Ranch Storyboard / Kids TV Advertising
Storyboard produced for the TV commercial of a toy from the children's show “Dino Ranch”
Heart Touching Romantic Love Shayari In English with Images
Explore our beautiful collection of Romantic Love Shayari in English to express your love. These heartfelt shayaris are perfect for sharing with your loved one. Get the best words to show your love and care.
HOW TO USE PINTEREST_by: Clarissa Credito
This tutorial offers a step-by-step guide on how to effectively use Pinterest. It covers the basics such as account creation and navigation, as well as advanced techniques including creating eye-catching pins and optimizing your profile. The tutorial also explores collaboration and networking on the platform. With visual illustrations and clear instructions, this tutorial will equip you with the skills to navigate Pinterest confidently and achieve your goals.
2024 MATFORCE Youth Poster Contest Winners
This document announces the winners of the 2024 Youth Poster Contest organized by MATFORCE. It lists the grand prize and age category winners for grades K-6, 7-12, and individual age groups from 5 years old to 18 years old.
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Fed by curiosity and beauty - Remembering Myrsine Zorba
Ealing London Independent Photography meeting - June 2024
Ealing London Independent Photography meeting - June 2024
Heart Touching Romantic Love Shayari In English with Images
Heart Touching Romantic Love Shayari In English with Images