Suljettu

python programmer for data science

From a dataset of natural gas consumption data from residential consumers, using a Jupyter notebook, explore the data and forecast using linear regression model and support vector regression.

Requirement needed from the dataset:

1)Identify number of houses are included

2)Any malfunctioning meters, if so identify them and the time periods of malfunction.

3) Generate hour reading from raw data, selecting 1 month from the 6 month study interval and plot hourly reading.

4)Intuitively, we expect that gas consumption from different homes to be correlated. For example, many homes would experience higher consumption levels in

the evening when meals are cooked. For each home, find the top five homes with

which it shows the highest correlation

5)Build a model to forecast the hourly readings in

the future (next hour). Can you explain why you may want to forecast the gas

consumption in the future? Who would find this information valuable? What can

you do if you have a good forecasting model?

6)Build a linear regression model to forecast the hourly readings in the future (next

hour). Generate two plots: (i) Time series plot of the actual and predicted hourly

meter readings and (ii) Scatter plot of actual vs predicted meter readings (along

with the line showing how good the fit is).

7) Same as 6 but using support vector regression.

8) Propose and carry out additional

analysis using the dataset given. Please be sure to justify why this additional

analysis is useful and interesting.

Taidot: Python, Tilastotiede, Tilastoanalyysi, Machine Learning (ML), tietojärjestelmäarkkitehtuuri

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Tietoa työnantajasta:
( 65 arvostelua ) ifako ijaiye, Nigeria

Projektin tunnus: #21827989

16 freelanceria on tarjonnut keskimäärin 22$ tähän työhön

ibrahimanjum330

Hi, I am Ibrahim and I am a data scientist, I am an expert in python and statistical analysis, I have to go through your dataset, in order to tell you whether your project can be done on Jupyter. Regards, Ibrahim Anj Lisää

$10 AUD 2 päivässä
(18 arvostelua)
4.5
favtutor5

Hello, We have an expert team of Python and Data Science Experts with experience of 7+ years who can surely help you with your project. We pay attention on providing the best quality work and in building long terms rel Lisää

$25 AUD 1 päivässä
(3 arvostelua)
1.7
Sam0072

Hi, I'm a machine learning engineer having 2+ year of experience in this area. I'm having in-depth knowledge of machine learning algorithms, deep learning algorithm ,nlp . I am in top 30% in kaggle competition . I have Lisää

$15 AUD 2 päivässä
(1 arvostelu)
1.6
manager21

we have good team to do the project already we are doing python AUS projects on time delivery we can do python/r,data sciences

$25 AUD 4 päivässä
(1 arvostelu)
0.0
fresbluehman

Hello i read your requirement carefully. i am a expert of python language. i can do it perfectly and quicly. please send me your contact. then we can discuss about your project with more closely. thanks.

$20 AUD 7 päivässä
(0 arvostelua)
0.0
jackpaget27

Experienced data scientist that has worked in similar projects for modelling pharmacy data. Works diligently and quickly to achieve results.

$30 AUD 1 päivässä
(1 arvostelu)
1.0
jraikwar94

I have done same project. I am senior data scientist with 5.5 years experience in Data science. let's connect.

$25 AUD 4 päivässä
(0 arvostelua)
0.0
mulimani

Rich Machine Learning Experience (More than 5 years). PhD in Machine Learning problem and worked on many related projects.

$20 AUD 7 päivässä
(0 arvostelua)
0.0
bubunsharan1

I have completed my data science course and I am eagerly looking for a new data science project to work upon. I have worked on Linear Regression model and Time series forecasting as is required in this work .

$20 AUD 3 päivässä
(0 arvostelua)
0.0
saireddyavs

Hi there... I am experienced in python and I have hands on experience in machine learning project with tensor flow , numpy , matplotlib and other libraries Quality and time is my commitment. I have huge experience i Lisää

$40 AUD 3 päivässä
(0 arvostelua)
0.0
bansalh932

I have been working on this domain for long time and have done various projects and work based on this I can use my experience and complete your work This sort of work I have done a lot

$10 AUD 2 päivässä
(0 arvostelua)
0.0
abdullahnadeem27

I am an engineering student and i have worked on data science projects. My first internship was a research internship which involved data science . I analysed data collected from various cities for temperature . N Lisää

$20 AUD 7 päivässä
(0 arvostelua)
0.0
Reyan288

Hi, I have done similar projects and I believe I can be helpful in this. I'd be glad to talk through your project in detail.

$30 AUD 7 päivässä
(0 arvostelua)
0.0
soheilBR

I am quite interested to perfectly run this project since I am skilled data scientist. this project needs to be run by using scikit-learn library in python.

$10 AUD 2 päivässä
(0 arvostelua)
0.0
akshaynagpal1995

i am data science and artificial intelligence expert with certification in the same. i have many years of experience in machine learning deep learning, statistics. i have worked on nlp, image classification, image reco Lisää

$30 AUD 3 päivässä
(0 arvostelua)
0.0
francesjiang

Business-minded data scientist and analytics manager with 5 years of experience in providing data-driven and action-oriented solutions to challenging business problems. Proficient knowledge in data mining, machine lear Lisää

$20 AUD 7 päivässä
(0 arvostelua)
0.0