You can create a boxplot using Pandas’ `boxplot()` function, which is a wrapper around Matplotlib’s boxplot functionality. Here’s how to do it: import pandas as pd import matplotlib.pyplot as plt # Create a DataFrame with sample data data = {'A': [1, 2, 3, 4, 5], 'B': ...
Q3. What concepts arethe Python interview questionsabout algorithms and data structures based on? Knowledge of coding concepts such as strings, linked lists, arrays, sorting, hash tables, recursion, graphs, trees, and dynamic programming is required for answering Python interview questions on algorithm...
import matplotlib.pyplot as plt data1.plot(x=’lstat’,y=’medv’,style=’o’) plt.xlabel(‘lstat’) plt.ylabel(‘medv’) plt.show() Preparing the Data X=pd.Dataframe(data1[‘lstat’]) Y=pd.Dataframe(data1[‘medv’]) from sklearn.model_selection import train_test_split X_train...
Matplotlib:A plotting library used for creating static, animated, and interactive visualizations in Python. Seaborn:Built on top of Matplotlib, Seaborn provides a high-level interface for drawing attractive and informative statistical graphics. SciPy:Contains modules for optimization, integration, interpolati...
Python is well-suited for a wide range of applications, including web development (with frameworks like Django and Flask), data analysis and visualization (with tools like NumPy and Matplotlib), scientific computing, automation, artificial intelligence, and more. Is Python platform independent? Yes,...
Typically, The interviewer will tailor questions as they pertain to the role. However, you should be comfortable with standard Python and supplemental libraries like Matplotlib, Pandas, and NumPy, know what’s available, and understand when it’s appropriate to use each library. One note: Don’...
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas. See DetailsStart Course See More Related blog The Top 39 Data Engineering Interview Questions and Answers in 2025 Ace your next interview with this compilation of data engineer ...
I’ll introduce you to the most commonly asked questions inPythoninterviews for 2021 in thisPythonInterview Questions tutorial. We have over 100 questions on Python Programming Fundamentals that will help you get the most out of our tutorial regardless of your level of expertise. ...
This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch, i.e., no data on hand. For the purposes of this story, I will assume that readers are aware of the meaning and the calculations behind these metrics and wha...
Plus, for something interactive, Databricks notebooks support libraries like Matplotlib, Seaborn, and Plotly, making it easy to visualize your data on the fly. 12. How do you deploy machine learning models? Deploying machine learning models in Databricks is also pretty straightforward. First, you...