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Data Scientists for Manufacturing Company: Customer Data Profiling and Data Analytics for AC manufacturing company

Anyone out there with experience in Big Data Data Analytics and Customer profiling.

Find possible questions and answers like: "Which user is feeling discomfort on using AC ?", "What possible products and services we can offer to the AC users ?" . A sample data is attached with only one mac address.

Note: Bid will be valid if you do only :

First have a look at the data and Write Possible questions or possible analytics you can extract with the following columns in Data.

List of Columns with description:

Attribute name (in Data Base) Data name

retrieve_date Timestamp

mac Mac address

pow Operation ON/OFF status

mode Operation mode

adv Special mode

stemp Temperature setpoint

stemp_a Relative temperature setpoint (while auto mode operating)

shum Humidity setpoint

f_dir Airflow direction setting

f_dir_ud Flap direction (up-down)

f_dir_lr Flap direction (left-right)

tap Fan speed level

htemp Room temperature

rawrtmp Room temperature(raw data)

humid Room humidity

hetmp Indoor unit heat exchanger temperature

fan Indoor unit fan rotation speed

fangl Airflow direction

trtmp Target room temperature

gx0b Temperature difference between current and target temperature

otemp Outdoor temperature

cmpfrq Compressor rotation speed

gx00 Discharge pipe temperature

gx01 Outdoor unit heat exchanger temperature

gx02 Current value

gx03 Outdoor unit fan rotation speed

gx04 Outdoor unit liquid pipe temperature

gx07 Degree of openness of refrigerant control Valve

remcount Wireless remote controler operation count

lasbutton The last button pushued

gx05 Error code

gx0c Defrost ON/OFF

gx06 Power consumption(instantaneous)

itelc Power consumption(cumulative value)

Best

Kĩ năng: Data Analysis, Xử lí dữ liệu, Khoa học dữ liệu, Machine Learning (ML), Khai thác dữ liệu

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Về Bên Thuê:
( 0 nhận xét ) Kathmandu Nepal, Nepal

ID dự án: #21934135

24 freelancer đang chào giá trung bình $14463 cho công việc này

proffesor1

Hi, I have 20 year experience in data analysis. You (and I think no person) can't find answers for your questions like "Which user is feeling discomfort on using AC ?", "What possible products and services we can offer Thêm

$15000 USD trong 7 ngày
(28 Nhận xét)
7.3
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Thêm

$20000 USD trong 7 ngày
(92 Nhận xét)
6.9
dvcontact

Hi, You may not select the right candidate without knowing what your project on profiling and analyzing customers data in order to file questions and their answers will look like. Fortunately, I can complete a part of Thêm

$10000 USD trong 10 ngày
(30 Nhận xét)
6.0
antoinepal

Hello, I can analyze your data and build for you a full reporting system as i am an experienced Data Analyst with over 8 years in the field and strong experience in Power BI, Crystal Reports, SQL and excel. In order Thêm

$16000 USD trong 7 ngày
(27 Nhận xét)
5.8
garybutler

Here are a few of my initial ideas. Smart controls that use deep learning to discover when the customer is happy, then predict what changes need to be made to the AC settings to minimize the amount of times the custome Thêm

$20000 USD trong 140 ngày
(4 Nhận xét)
4.6
ibrahimanjum330

Hi, I am Ibrahim and I am a data scientist, I can perform this in TensorFlow and sklearn. Can this project shift to an hourly one. Regards, Ibrahim Anjum

$10000 USD trong 7 ngày
(19 Nhận xét)
4.3
vorasiddh4it

I have read your requirements. I am managing director of software company and I have team for development so we can complete it perfectly. We have 11+ years of experience in software development. We have developed 40 Thêm

$15000 USD trong 7 ngày
(11 Nhận xét)
4.6
chraheelbhatti

I'm experienced data scientist with 05 yrs of experience in the field of Machine Learning using Python MATLAB, SAS and R. I have done Profiling task using SAS earlier. I can help.

$10000 USD trong 60 ngày
(10 Nhận xét)
4.1
abhaymshr091

I have read the job details and is willing to work under your budget. Yes I will do data science work as you want and I will need to discuss more over chat so can we? Thanks

$15000 USD trong 7 ngày
(11 Nhận xét)
2.9
BEAS24X7

Hi, This is from BEAS Consultancy and Services Pvt Ltd ( [login to view URL] ). We are an India based CMMI level 5 and ISO Certified  Organization. We produce quality and Cost-effective solution for our inte Thêm

$12000 USD trong 30 ngày
(1 Nhận xét)
2.6
ITtigerVic

Hi. I read enough your details and almost understood it. - I think that it is relate of the UI, structure and operation of Air-Conditioner. - Also when any customer offer the requite profile of AC that he is going to Thêm

$15000 USD trong 4 ngày
(1 Nhận xét)
0.4
JinTai

Hi I just read your job posting. So i see you need some help for big data analytics. I have background in AI and data processing , analytics. In my opinion, need to guess and assume the reflection of users about your c Thêm

$15000 USD trong 40 ngày
(0 Nhận xét)
0.0
infodart

_Greetings e-meeting you_Hi,Sudesh here Over 9+ years of experience in software development. I have extensive hands on experience in managing end-to-end SOA infrastructure, and developed custom micro web framework bas Thêm

$15000 USD trong 7 ngày
(0 Nhận xét)
0.0
Infogrex123

We are a team of Data Scientists comprising of IIT graduates and Statisticians. We did not find any attached data with this project. Kindly send us a message with the sample data. Once we go through your requirements, Thêm

$15000 USD trong 30 ngày
(0 Nhận xét)
0.0
Shihab014371

Hello Sir I am very much interested for this project. I have previous experience for this type project. I am always active for the work. If you give me a chance i will do this project. Best regards Mohammad Shihab H Thêm

$15000 USD trong 7 ngày
(0 Nhận xét)
0.0
devexpertsteam

Hello, We are IT-Engineers and Business Analysts, creating complete web and mobile solutions, for already more than 15 years, supporting our products with custom digital marketing strategies and instruments. Ther Thêm

$20000 USD trong 30 ngày
(0 Nhận xét)
0.0
razajen

I am a professional Data Scientist from Scotland, I have a vast amount of experience working with Manufacturing data. I have a vast amount of experience working with Data Science and Machine Learning projects. I am ha Thêm

$15000 USD trong 7 ngày
(0 Nhận xét)
0.0
marcnealer

Hi Looking at the data, the first thing I would do is group your customers or AC Users into groups. A primary groups would be based on the data we have, we can work out the level of insulation the aircon user has in t Thêm

$15000 USD trong 7 ngày
(0 Nhận xét)
0.0
manager21

we have good team to work on time delivery projects right we are working in python/r, data sciences and data mining AUS projects

$15000 USD trong 7 ngày
(0 Nhận xét)
0.0
prodeve

Hello, Thank you for sharing the requirement of your project. We read your requirement and we understand it. To understand more and clarify our doubts, we want to talk with you. Therefore, send us a message so that Thêm

$10000 USD trong 20 ngày
(0 Nhận xét)
0.0