Навчальне завдання з Python (data science) Task in English
Allowed Python3 functions & libraries/modules
• all built-in functions
• matplotlib, numpy, pandas, scipy, sympy, sys, typing
Assignment Tasks
Task 1 Load the ”rabbit vs turtle.csv” data file as a Pandas dataframe, and remove rows that have missing data entries.
Task 2
a) Use Numpy to separately fit a 5th-degree polynomial to the rabbit and turtle data.
b) Display the resulting polynomial equations.
Task 3 Using Matplotlib, create a single graph that overlays the original rabbit and turtle input data and the resulting fitted polynomials (i.e. 2 datasets and two functions should be shown in total).
Task 4
The following equation* is used to compute the mean of a function:
a) Using Sympy, compute the mean velocity for both the rabbit and turtle using Equation 1 from 0–60 minutes.
b) Briefly comment on how these values compare to the arithmetic means of the original input data.
Task 5
a) The data set provided has missing data from 41-45 minutes due to a technical glitch in the tracking technology. Use SciPy to interpolate the velocities to generate data for the missing minutes for both the rabbit and turtle.
b) Create a single graph that overlays the original data and interpolated data.
c) Create and display a Pandas Dataframe (i.e. a table) that reports only the interpolated velocity of the missing minutes.
Applications 2
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3 days28 USD
4189 123 0 3 days28 USD
Мной уже было сделано не одно подобное задание. С английским проблем нет.
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2 days29 USD
4280 93 1 3 2 days29 USD
Здравствуйте
Я Python разработчик
Выполнил множество подобных работ
Знаю как выполнить эту
Готов взяться и выполнить в кратчайшие сроки
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3 days32 USD
360 12 1 1 3 days32 USD
Доброго дня, завдання зрозуміле, готовий приступити.
Напишу повноцінний Jupiter файл із коментарями по-англійськи і поясненнями до коду.
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5 days34 USD
15892 378 0 1 5 days34 USD
Добрый день, работаю постоянно с указанными библиотеками.
Напишу код с комментариями на английском.
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