CrowdANALYTIX Interview Questions and Answers

Q1. Write a program to process the data
Ans. 
Program to process data involves writing code to manipulate and analyze data.
• Define the objective of data processing

• Import necessary libraries for data manipulation (e.g. pandas, numpy)

• Clean and preprocess the data (e.g. handling missing values, outliers)

• Perform data analysis and visualization (e.g. using matplotlib, seaborn)

• Apply machine learning algorithms if needed (e.g. scikit-learn)

• Evaluate the results and draw co
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Q2. Questions related to ML
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Q1. Explain LLms and its working
Ans. 
LLms stands for Locally Linear Mapping System, a method for dimensionality reduction.
• LLms is a technique used for reducing the dimensionality of data while preserving the local structure.

• It works by finding a low-dimensional representation of the data that maintains the local linear relationships between data points.

• LLms is commonly used in machine learning and data visualization tasks.

• An example of LLms is the Locally
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Basic Excel Assignment and Product Based Queries

Q1. Experience Skills
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Q1. Job Roles and Responsibilities
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