Giasan.vn: harnessing the power of data for Vietnam real-estate market

•

0 likes•464 views

According to Global Real Estate Transparency Index (GRETI 2016),Vietnam ranked 68 out of 109 countries. This apparent lack of transparency holds back Vietnam real-estate market, frustrating investors on the valuation of properties. Our objective is to build an online data-driven real estate marketplace which are beneficial to both buyers and agents. We are harnessing the power of data to provide market trends, details ad-hoc analytics reports and client/potential agent matching.

Data & Analytics

Harnessing the power of data for
Vietnam real-estate market
Viet-Trung Tran, Hoang-Long Nguyen, Tuan-Anh Nguyen
School of Information and Communication Technology
Hanoi University of Science and Technology
ABSTRACT
According to Global Real Estate Transparency Index (GRETI 2016),
Vietnam ranked 68 out of 109 countries. This apparent lack of
transparency holds back Vietnam real-estate market, frustrating
investors on the valuation of properties. Our objective is to build an
online data-driven real estate marketplace which are beneficial to
both buyers and agents. We are harnessing the power of data to
provide market trends, details ad-hoc analytics reports and
client/potential agent matching.
SYSTEM DESIGN
giasan.vn is built to scale. The system follows the design principles of a
high performance big data platform which consists of several layers:
data collection, data pre-processing, data storage, data processing and
analysis.
AUTOMATED PROPERTY EVALUATION MODEL
• Tran, Hung Tien, Hiep Tuan Nguyen, and Viet-Trung Tran. "Large-scale
geographically weighted regression on Spark”. Knowledge and Systems
Engineering (KSE), 2016 Eighth International Conference on. IEEE, 2016.
• First law of geography - Waldo Tobler: “Everything is related with everything
else, but closer things are more related”.
PRICE HEATMAP
NLP ANALYSIS
PRICE TREND ANALYSIS
SOME NUMBERS
• Vietnamese address normalization
• Named entity recognition
Big data processing
Natural language
understanding
Crawlers
Filters/deduplication
Distributed Database
Report
Chatbot
Website
0
200
400
600
800
1000
1200
1000 5000 10000 20000 50000
Distributed WLR
Parallel WLR
Distributed GWR NE
Distributed GWR GD
time (sec).
Number of regression points
30 M
listings
50K
users/
month
1 M
Phone
numbers

More from Viet-Trung TRAN

Language modeling plays a critical role in many natural language processing (NLP) tasks such as text prediction, machine translation and speech recognition. Traditional statistical language models (e.g. n-gram models) can only offer words that have been seen before and can not capture long word context. Neural language model provides a promising solution to surpass this shortcoming of statistical language model. This paper investigates Recurrent Neural Networks (RNNs) language model for Vietnamese, at character and syllable-levels. Experiments were conducted on a large dataset of 24M syllables, constructed from 1,500 movie subtitles. The experimental results show that our RNN-based language models yield reasonable performance on the movie subtitle dataset. Concretely, our models outperform n-gram language models in term of perplexity score.

A Vietnamese Language Model Based on Recurrent Neural Network

Viet-Trung TRAN

Geographically Weighted Regression (GWR) is a local version of spatial regression that captures spatial dependency in regression analysis. GWR has many application in practice as a visualization and prediction tool for spatial exploration- (e.g in climate, economy, medical). However, this locally regression model is slow in process upon the volume of calculations and the spatial getting bigger. Improving performance of GWR is an critical issue, but their distributed implementations have not been studied. Recently, with the advent of Spark as well MapReduce framework, the development of machine learning applications and parallel programming becomes easier. In this article, we propose several large-scale implementations of distributed GWR, leveraging Spark framework. We implemented and evaluated these approaches with large datasets. To our best knowledge, this is the first work addressing GWR at large-scale.

Large-Scale Geographically Weighted Regression on Spark

Viet-Trung TRAN

Recent progress on distributing deep learning

Viet-Trung TRAN

success factors for project proposals

Viet-Trung TRAN

GPSinsights poster

Viet-Trung TRAN

OCR processing with deep learning: Apply to Vietnamese documents

Viet-Trung TRAN

Paper@Soict2015: GPSInsights: towards a scalable framework for mining massive...

Viet-Trung TRAN

Deep learning for nlp

Viet-Trung TRAN

Introduction to BigData @TCTK2015

Viet-Trung TRAN

From neural networks to deep learning

Viet-Trung TRAN

From decision trees to random forests

Viet-Trung TRAN

Recommender systems: Content-based and collaborative filtering

Viet-Trung TRAN

3 - Finding similar items

Viet-Trung TRAN

Dimensionality reduction: SVD and its applications

Viet-Trung TRAN

Introduction to mining massive datasets

Viet-Trung TRAN

6 clustering

Viet-Trung TRAN

2 association rules

Viet-Trung TRAN

Tachyon memory centric, fault tolerance storage for cluster framworks

Viet-Trung TRAN

Interactive big data analytics

Viet-Trung TRAN

Today, the accelerating development in traveling demand and the number of vehicle circulating on the roads in Viet Nam‟s densely populated cities has been putting the transportation infrastructure under high pressure. The traffic congestion consecutively occurs especially in the rush hours. Besides, the public‟s conception as participating in transportation also directly have detrimental impacts on this burning issue. With the widespread growth of GPS satellite located equipment, especially according to the circulars 91/2009/ND-CP of Viet Nam Transportation Ministry, the vehicles must be equipped monitoring facilitates which send transportation information continuously to the converging data centers. In fact, there is massive amount of transportation data being directed to these centers per second, hence it consists of features of “big data” – a key word which is used for huge and complicated sets of data. Thereby, it is impossible for traditional data processing to tackle this problem. The ultimate goal of this graduation thesis is to build a system which is capable to process, analysis consecutive blocks of GPS data in real-time and then show the information about transportation state of roads and provide capacity of finding the fastest way in time-dependent spatial networks. With this information, the participants can chose an appropriate route to avoid traffic jam and the managers can schedule for developing policies of infrastructure, therefore making great contribution to tackling traffic congestion and giving a boost for the development of the society. This graduation thesis will show the result of study process, requirement analyzing, real-time big data processing system installing and designing, putting the reduction of traffic jam in realistic perspective..

Hệ thống phân tích tình trạng giao thông: Ứng dụng công cụ xử lý dữ liệu lớn...

Viet-Trung TRAN

More from Viet-Trung TRAN (20)

A Vietnamese Language Model Based on Recurrent Neural Network

Large-Scale Geographically Weighted Regression on Spark

Recent progress on distributing deep learning

success factors for project proposals

GPSinsights poster

OCR processing with deep learning: Apply to Vietnamese documents

Paper@Soict2015: GPSInsights: towards a scalable framework for mining massive...

Deep learning for nlp

Introduction to BigData @TCTK2015

From neural networks to deep learning

From decision trees to random forests

Recommender systems: Content-based and collaborative filtering

3 - Finding similar items

Dimensionality reduction: SVD and its applications

Introduction to mining massive datasets

6 clustering

2 association rules

Tachyon memory centric, fault tolerance storage for cluster framworks

Interactive big data analytics

Hệ thống phân tích tình trạng giao thông: Ứng dụng công cụ xử lý dữ liệu lớn...

Recently uploaded

原版定制【微信:176555708】【圣地亚哥州立大学毕业证（SDSU毕业证书）】【微信:176555708】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，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）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，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。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留信网服务项目： 1、留学生专业人才库服务（留信分析） 2、国（境）学习人员提供就业推荐信服务 3、留学人员区块链存储服务 → 【关于价格问题（保证一手价格）】我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子我给客户的都是第一手的代理价格，因为我想坦诚对待大家不想跟大家在价格方面浪费时间对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！

怎样办理圣地亚哥州立大学毕业证（SDSU毕业证书）成绩单学校原版复制

vexqp

原版定制【微信:153539019】《英国诺森比亚大学毕业证（NU毕业证书）》【微信:153539019】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，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）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，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。【业务选择办理准则】一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信153539019】文凭即可二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信153539019】即可三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。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【关于价格问题（保证一手价格）】我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子我给客户的都是第一手的代理价格，因为我想坦诚对待大家不想跟大家在价格方面浪费时间对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。

如何办理英国诺森比亚大学毕业证（NU毕业证书）成绩单原件一模一样

wsppdmt

RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx

ronsairoathenadugay

Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Models We are available 24*7 Booking Contact Details :- WhatsApp Chat :- +91-7014168258 If you're looking for India Call girls you've come to the right place. You'll find some of the most beautiful call girls in our location with. These ladies have pleasing personalities, hot figures, and a passion for physical pleasure. Call girls in India Lucknow Many men have booked them for their erotic and soul-mixing performances, which are sure to leave you with unforgettable memories. #K09 Escort Service India is available in the city for men and women of all ages. They can satisfy your sexual needs and will make your experience even more enjoyable and memorable. Whether you're looking for a blow-job, stripping, lovemaking, or other dirty acts, you'll be able to find a match for your tastes and budget. These highly trained professionals will help you have an unforgettable night. One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7014168258 We are available 24*7 all days of the year. Call us — 7014168258 Thank you for Visiting.

Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...

nirzagarg

Gulbai Tekra * Cheap Call Girls In Ahmedabad Phone No 8005736733 Elite Escort Service Available 24/7 Hire Booking Contact Details :- WhatsApp Chat :- +91-6378878445 We offer all types of girls of your choice with space. Our escorts are fully cooperative and understand your needs.#K09 All types of call girls like Housewives, College girls,#K09 Russian girls, Muslim girls, Afghani girls, Bengali girls, Working girls, south Indian girls, Punjabi girls, etc. In-Call: — You Can Reach At Our Place in Bangalore Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call: — Service for Out Call You have To Come Pick The Girl From My Place We Also Provide Door-Step Services Hygienic: — Full Ac Neat And Clean Rooms Available In Hotel 24 * 7 Hrs In Bangalore Our Services and Rates: – One Shot — 2500/in call (time ½ hour), 5000/out call Two shot with one girl — 5000/in call (time 1 hour), 6000/out call Body to body massage with sex- 3000/in call (time 1 hour) full night for one person– 8000/in call, 10000/out call (shot limit 4 shot) We are available 24*7 all days of the year

Gulbai Tekra * Cheap Call Girls In Ahmedabad Phone No 8005736733 Elite Escort...

gragchanchal546

Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Service Booking Now open +91- 9332606886 Pune VIP Call Girls is highly qualified professionals. #S10 They will offer only top quality services and never try to scam or drain you of money; in fact, they strive to give complete satisfaction so that each cent spent was worth its worth. Furthermore, these professionals pride themselves in keeping customer details confidential; any information gleaned will never be shared with any third party.$V15 Two shots with one girl: ₹4500/in-call, ₹7500/out-call Body to body massage with : ₹5500/in-call Full night for one person: ₹7000/in-call, ₹12000/out-call •𝐂𝐨𝐥𝐥𝐞𝐠𝐞 𝐆𝐢𝐫𝐥𝐬 •𝐇𝐨𝐮𝐬𝐞𝐰𝐢𝐯𝐞𝐬 •𝐇𝐢𝐠𝐡 𝐏𝐫𝐨𝐟𝐢𝐥𝐞 𝐆𝐢𝐫𝐥𝐬 •𝐑𝐚𝐦𝐩 𝐌𝐨𝐝𝐞𝐥𝐬 •𝐅𝐨𝐫𝐞𝐢𝐠𝐧𝐞𝐫 𝐆𝐢𝐫𝐥𝐬 𝐎𝐮𝐫 𝐞𝐬𝐜𝐨𝐫𝐭 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 •𝐇𝐉 (𝐇𝐚𝐧𝐝 𝐉𝐨𝐛) •𝐁𝐉 (𝐁𝐥𝐨𝐰𝐣𝐨𝐛) # Completion # (Oral To Completion) # Special Massage # O-Level (Oral ) # Oral With A Noncondom) # COB (Come On Body) # Extraball (Have Many Times) # All Meetings 100%Safe

Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...

kumargunjan9515

Klinik_ Apotek Onlin 085657271886 Solusi Menggugurkan Masalah Kehamilan Anda Jual Obat Aborsi Asli KLINIK ABORSI TERPEECAYA _ Jual Obat Aborsi Cytotec Misoprostol Asli 100% Ampuh Hanya 3 Jam Langsung Gugur || OBAT PENGGUGUR KANDUNGAN AMPUH MANJUR OBAT ABORSI OLINE" APOTIK Jual Obat Cytotec, Gastrul, Gynecoside Asli Ampuh. JUAL ” Obat Aborsi Tuntas | Obat Aborsi Manjur | Obat Aborsi Ampuh | Obat Penggugur Janin | Obat Pencegah Kehamilan | Obat Pelancar Haid | Obat terlambat Bulan | Ciri Obat Aborsi Asli | Obat Telat Bulan | Pil Aborsi Asli | Cara Menggugurkan Konten | Cara Aborsi Tuntas | Harga Obat Aborsi Asli | Pil Aborsi | Jual Obat Aborsi Cytotec | Cara Aborsi Sendiri | Cara Aborsi Usia 1 Bulan | Cara Aborsi Usia 2 Tahun | Cara Aborsi Usia 3 Bulan | Obat Aborsi Usia 4 Bulan | Cara Abrasi Usia 5 Bulan | Cara Menggugurkan Konten | Kandungan Obat Penggugur | Cara Menghitung Usia Konten | Cara Mengatasi Terlambat Bulan | Penjual Obat Aborsi Asli | Obat Aborsi Garansi | Kandungan Obat Peluntur | Obat Telat Datang Bulan | Obat Telat Haid | Obat Aborsi Paling Murah | Klinik Jual Obat Aborsi | Jual Pil Cytotec | Apotik Jual Obat Aborsi | Kandungan Dokter Abrasi | Cara Aborsi Cepat | Jual Obat Aborsi Bergaransi | Jual Obat Cytotec Asli | Obat Aborsi Aman Manjur | Obat Misoprostol Cytotec Asli. "APA ITU ABORSI" “Aborsi Adalah dengan membendung hormon yang di perlukan untuk mempertahankan kehamilan yaitu hormon progesteron, karena hormon ini dibendung, maka jalur kehamilan mulai membuka dan leher rahim menjadi melunak,sehingga mengeluarkan darah yang merupakan tanda bahwa obat telah bekerja || maksimal 1 jam obat diminum || PENJELASAN OBAT ABORSI USIA 1 _7 BULAN Pada usia kandungan ini, pasien akan merasakan sakit yang sedikit tidak berlebihan || sekitar 1 jam ||. namun hanya akan terjadi pada saatdarah keluar merupakan pertanda menstruasi. Hal ini dikarenakan pada usiakandungan 3 bulan,janin sudah terbentuk sebesar kepalan tangan orang dewasa. Cara kerja obat aborsi : JUAL OBAT ABORSI AMPUH dosis 3 bulan secara umum sama dengan cara kerja || DOSIS OBAT ABORSI 2 bulan”, hanya berbedanya selain mengisolasijanin juga menghancurkan janin dengan formula methotrexate dikandungdidalamnya. Formula methotrexate ini sangat ampuh untuk menghancurkan janinmenjadi serpihan-serpihan kecil akan sangat berguna pada saat dikeluarkan nanti. APA ALASAN WANITA MELAKUKAN ABORSI? Aborsi di lakukan wanita hamil baik yang sudah menikah maupun belum menikah dengan berbagai alasan , akan tetapi alasan yang utama adalah alasan-alasan non medis (termasuk aborsi sendiri / di sengaja/ buatan] MELAYANI PEMESANAN OBAT ABORSI SETIAP HARI, SIAP KIRIM KESELURUH KOTA BESAR DI INDONESIA DAN LUAR NEGERI. HUBUNGI PEMESANAN LEBIH NYAMAN VIA WA/: 085657271886

Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...

Klinik kandungan

Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now Booking Contact Details :- WhatsApp Chat :- +91-7737669865 We offer all types of girls of your choice with space. Our escorts are fully cooperative and understand your needs. All types of call girls like Housewives, College girls,#K09 Russian girls, Muslim girls, Afghani girls, Bengali girls, Working girls, south Indian girls, Punjabi girls, etc. In-Call: — You Can Reach At Our Place in Bangalore Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call: — Service for Out Call You have To Come Pick The Girl From My Place We Also Provide Door-Step Services Hygienic: — Full Ac Neat And Clean Rooms Available In Hotel 24 * 7 Hrs In Bangalore Our Services and Rates: – One Shot — 2500/in call (time ½ hour), 5000/out call Two shot with one girl — 5000/in call (time 1 hour), 6000/out call Body to body massage with sex- 3000/in call (time 1 hour) full night for one person– 8000/in call, 10000/out call (shot limit 4 shot) We are available 24*7 all days of the year

Vadodara 💋 Call Girl 7737669865 Call Girls in Vadodara Escort service book now

gargpaaro

High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girls Near 5 Star Hotel Booking Now open +91- 9332606886 Pune VIP Call Girls is highly qualified professionals. #S10 They will offer only top quality services and never try to scam or drain you of money; in fact, they strive to give complete satisfaction so that each cent spent was worth its worth. Furthermore, these professionals pride themselves in keeping customer details confidential; any information gleaned will never be shared with any third party.$V15 Two shots with one girl: ₹4500/in-call, ₹7500/out-call Body to body massage with : ₹5500/in-call Full night for one person: ₹7000/in-call, ₹12000/out-call •𝐂𝐨𝐥𝐥𝐞𝐠𝐞 𝐆𝐢𝐫𝐥𝐬 •𝐇𝐨𝐮𝐬𝐞𝐰𝐢𝐯𝐞𝐬 •𝐇𝐢𝐠𝐡 𝐏𝐫𝐨𝐟𝐢𝐥𝐞 𝐆𝐢𝐫𝐥𝐬 •𝐑𝐚𝐦𝐩 𝐌𝐨𝐝𝐞𝐥𝐬 •𝐅𝐨𝐫𝐞𝐢𝐠𝐧𝐞𝐫 𝐆𝐢𝐫𝐥𝐬 𝐎𝐮𝐫 𝐞𝐬𝐜𝐨𝐫𝐭 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 •𝐇𝐉 (𝐇𝐚𝐧𝐝 𝐉𝐨𝐛) •𝐁𝐉 (𝐁𝐥𝐨𝐰𝐣𝐨𝐛) # Completion # (Oral To Completion) # Special Massage # O-Level (Oral ) # Oral With A Noncondom) # COB (Come On Body) # Extraball (Have Many Times) # All Meetings 100%Safe

High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girl...

kumargunjan9515

Yilin Xia (yilinx2@illinois.edu), Shawn Bowers (bowers@gonzaga.edu), Lan Li (lanl2@illinois.edu), and Bertram Ludäscher (ludaesch@illinois.edu) Presented at IDCC-2024 in Edinburg. ABSTRACT. We propose a new approach for modeling and reconciling conflicting data cleaning actions. Such conflicts arise naturally in collaborative data curation settings where multiple experts work independently and then aim to put their efforts together to improve and accelerate data cleaning. The key idea of our approach is to model conflicting updates as a formal argumentation framework (AF). Such argumentation frameworks can be automatically analyzed and solved by translating them to a logic program PAF whose declarative semantics yield a transparent solution with many desirable properties, e.g., uncontroversial updates are accepted, unjustified ones are rejected, and the remaining ambiguities are exposed and presented to users for further analysis. After motivating the problem, we introduce our approach and illustrate it with a detailed running example introducing both well-founded and stable semantics to help understand the AF solutions. We have begun to develop open source tools and Jupyter notebooks that demonstrate the practicality of our approach. In future work we plan to develop a toolkit for conflict resolution that can be used in conjunction with OpenRefine, a popular interactive data cleaning tool.

Reconciling Conflicting Data Curation Actions: Transparency Through Argument...

Bertram Ludäscher

Top profile Call Girls In dimapur [ 7014168258 ] Call Me For Genuine Models We are available 24*7 Booking Contact Details :- WhatsApp Chat :- +91-7014168258 If you're looking for India Call girls you've come to the right place. You'll find some of the most beautiful call girls in our location with. These ladies have pleasing personalities, hot figures, and a passion for physical pleasure. Call girls in India Lucknow Many men have booked them for their erotic and soul-mixing performances, which are sure to leave you with unforgettable memories. #K09 Escort Service India is available in the city for men and women of all ages. They can satisfy your sexual needs and will make your experience even more enjoyable and memorable. Whether you're looking for a blow-job, stripping, lovemaking, or other dirty acts, you'll be able to find a match for your tastes and budget. These highly trained professionals will help you have an unforgettable night. One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7014168258 We are available 24*7 all days of the year. Call us — 7014168258 Thank you for Visiting.

Top profile Call Girls In dimapur [ 7014168258 ] Call Me For Genuine Models W...

gajnagarg

Lecture_2_Deep_Learning_Overview-newone1

ranjankumarbehera14

#Dubai Call Girls Agency +971525547819 #Indian And Pakistani Call Girls Dubai #Dubai Indian Call Girls Agency Class Call Girls In Dubai #First Class Call Girls In Dubai #Full Massage Services Call Girls In Dubai #Al Jaddaf,Al Jaffiliya,Business Bay,Al Karama,Bur Dubai,Deira,Dubai,Palm Jumeirah,Al Wasl,Trade Centre,Dubai Mall,JBR,JVC,JLT,Discovery Garden #Dubai Call Girls Services Provide In Ajman_Dubai_RAK_UMQ_Fujairah_Abu_Dhabi#Indian #Tamil #Kerala #Russian #Philippine #Morocco #Thailand #English Models In Dubai #If You Want Serv#Dubai Pakistani Call Girls Agency #Beautiful Call Girls in Dubai #High ices Just Send Me Text On Whatsapp +971525547819 #Website Link http://Dubaicallgirls.pro https://chatwith.io/s/65d1df48b2992

Dubai Call Girls Peeing O525547819 Call Girls Dubai

kojalkojal131

Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models We are available 24*7 Booking Contact Details :- WhatsApp Chat :- +91-7014168258 If you're looking for India Call girls you've come to the right place. You'll find some of the most beautiful call girls in our location with. These ladies have pleasing personalities, hot figures, and a passion for physical pleasure. Call girls in India Lucknow Many men have booked them for their erotic and soul-mixing performances, which are sure to leave you with unforgettable memories. #K09 Escort Service India is available in the city for men and women of all ages. They can satisfy your sexual needs and will make your experience even more enjoyable and memorable. Whether you're looking for a blow-job, stripping, lovemaking, or other dirty acts, you'll be able to find a match for your tastes and budget. These highly trained professionals will help you have an unforgettable night. One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7014168258 We are available 24*7 all days of the year. Call us — 7014168258 Thank you for Visiting.

Top profile Call Girls In Begusarai [ 7014168258 ] Call Me For Genuine Models...

nirzagarg

Aspirational Block Program Block Syaldey District - Almora

GovindSinghDasila

Context 1. Housing Agent collected resale prices on HDB apartments in Singapore. Objective 2. To predict resale prices in to advise his potential clients. Strategies 3. Explore & Clean data for analysis. 4. Perform K-Means Clustering, in Orange, to find possible segments in the customer data. 5. Tune the model to improve its performance. 6. Visualise the findings, share conclusions, and give insight-driven recommendations. Author: Anthony mok Date: 18 Nov 2023 Email: xxiaohao@yahoo.com

Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange

ThinkInnovation

7. Epi of Chronic respiratory diseases.ppt

ibrahimabdi22

Digital advertising, or paid media, encompasses the strategic deployment of online advertisements to reach target audiences efficiently and effectively. This includes any digital platform that supports advertising to deliver unique messages for any objective. Understanding the mechanics of digital advertising platforms, along with insights into audience behaviors and preferences, allows marketers to optimize their ad spend and achieve significant engagement and conversion rates. This lecture is for Advanced Digital & Social Media Strategy (MGMTX 466.05) at UCLA Extension.

Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

Valters Lauzums

Ranking and Scoring Exercises for Research

Rajesh Mondal

Gartner's Data Analytics Maturity Model.pptx

chadhar227

Recently uploaded (20)