Climatic Data Analysis by Machine Learning using R

Анульовано Опубліковано %project.relative_time Оплачується при отриманні
Анульовано Оплачується при отриманні

The project imvolves model development using R software ([login to view URL] preferred over Rstudio). It is expected that a theoretical framework of the underlying models be given. Knowledge of machine learning and artificial intelligence (using R) is mandatory for this project. The deliverables of this project include the use of machine learning techniques for:

1. Visualization of the catastrophic events using heatmaps. This involves generating of a heatmap using the lattitudinal data provided against any catastrophic event.

2. Development of a hazard model which can be used to simulate catastrophic events and their frequencies for different geographical locations, while incorporating their dependencies with the rate of atmospheric buildup of carbon emissions. This will be presented in the form of heatmaps. ... The model should reproduce, e.g, previous hurricane occurences. (try use the model to reproduce catastrophes for the past, say, 100 years, and compare with the available data).

3. Building a vulnerability model to measure the severity of the damages inflicted by the catastrophic events estimated by the hazard model for different geographical locations.

4. Development of a financial model which can be used to measure the financial impact of the events simulated in (2) and the extend of damages estimated by the vulnerability model.

5. Building a parsimonious stochastic model that incorporates the three models as modules, looping climate change residuals back to the model through a sub-routine, as well as taking into consideration the dependence structures of the output from each of the models, which is expected to increase the precision of the output.

Cross validation shall be an integral part of this project. Some data are provided, while others shall be obtained by the analyst.

Аналіз та обробка даних Machine Learning (ML) Мова програмування R Статистичний аналіз Статистика

ID Проекту: #18548279

Про проект

14 заявок(-ки) Дистанційний проект Остання активність 5 роки(ів) тому

Доручено:

engineeringexp

A Data Scientist with experience in Python, R programming, R Shiny, R studio and anything related to data science and python Master in Engineering, Electrical and Electronic Engineer, who is dynamic, reliable, resou Більше

$250 AUD за 10 дні(-в)
(16 відгуків(-и))
4.6

14 фрілансерів(-и) готові виконати цю роботу у середньому за $849

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 Більше

$5000 AUD за 10 дні(-в)
(143 відгуків(и))
7.1
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning & R Programming. I'm really confident about your project, and very eager to join your project. If Більше

$500 AUD за 10 дні(-в)
(59 відгуків(и))
6.4
invincible1428

Hello, Greetings of the day.!! Successfully delivered more than 50 AI/ML projects(R and Python) in last 5 Months with best rating and reviews. Your project attracted my attention at first glance, because I've Більше

$277 AUD за 10 дні(-в)
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5.9
enlightenwritin1

Hello Sir, I am having great knowledge in R programming and I can complete this Climatic Data Analysis work by Machine Learning using R as required. I would really appreciate, if you will consider me for this wo Більше

$750 AUD за 10 дні(-в)
(8 відгуків(и))
4.7
Valuesolutions

Hello, I have read the details provided and i am positive i can provide quality work,please contact me to discuss more on the project deadline and some other few things

$250 AUD за 5 дні(-в)
(17 відгуків(и))
5.0
braincenter

I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details

$250 AUD за 4 дні(-в)
(6 відгуків(и))
4.1
vladislavagapov

Ph.D. in Appl. Mathematics, U of A, Canada Ms. Degree from MIPT, Appl. Math. with the focuse on Athmosphere Dynamics modelling. Will bring to completion and correctly.

$1500 AUD за 10 дні(-в)
(3 відгуків(и))
3.5
Galata16

As an: - Bachelor of Applied Mathematics - Engineer in Statistics and Applied Economics - Microsoft Office Technician (Microsoft Graduate: MOS Diploma), - I have skills in programming language R, Python, Minitab, Більше

$250 AUD за 10 дні(-в)
(12 відгуків(и))
3.5
present1234567

An experienced user of Rstudio. I know many machine learning algorithms well. I can build heat maps and make models for various types of prediction.

$555 AUD за 5 дні(-в)
(0 відгуків(и))
0.0