sushmapalnati Goto Github PK
Name: Sushma Nagulapalli
Type: User
Bio: Looking for Data scientist role
Location: Redmond Wa
Name: Sushma Nagulapalli
Type: User
Bio: Looking for Data scientist role
Location: Redmond Wa
Problem Statement: Evaluate the dataset containing the GDPs of different countries to: Find and print the name of the country with the highest GDP Find and print the name of the country with the lowest GDP Print out text and input values iteratively Print out the entire list of the countries with their GDPs Print the highest GDP value, lowest GDP value, mean GDP value, standardized GDP value, and the sum of all the GDPs Follow the cues provided to complete the assignment.
Analyze the Federal Aviation Authority (FAA) dataset using Pandas to do the following: View aircraft make name state name aircraft model name text information flight phase event description type fatal flag 2. Clean the dataset and replace the fatal flag NaN with “No” 3. Find the aircraft types and their occurrences in the dataset 4. Remove all the observations where aircraft names are not available 5. Display the observations where fatal flag is “Yes”
Problem: The given dataset contains ad budgets for different media channels and the corresponding ad sales of XYZ firm. Evaluate the dataset to: Find the features or media channels used by the firm Find the sales figures for each channel Create a model to predict the sales outcome Split as training and testing datasets for the model Calculate the Mean Square Error (MSE)
Background of Problem Statement : NYC 311's mission is to provide the public with quick and easy access to all New York City government services and information while offering the best customer service. Each day, NYC311 receives thousands of requests related to several hundred types of non-emergency services, including noise complaints, plumbing issues, and illegally parked cars. These requests are received by NYC311 and forwarded to the relevant agencies such as the police, buildings, or transportation. The agency responds to the request, addresses it, and then closes it. Problem Objective : Perform a service request data analysis of New York City 311 calls. You will focus on the data wrangling techniques to understand the pattern in the data and also visualize the major complaint types. Domain: Customer Service
Use SciPy to declare 20 random values for random values and perform the following: 1. CDF – Cumulative Distribution Function for a random variable 10 2. PDF – Probability Density Function for a random variable 14.
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