Validate your Next-Gen pro skills. Master our practice test on Matplotlib, Seaborn, AI viz, Dash and Scikit-learn.
Sub Category
- IT Certifications
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Objectives
- Assess your data wrangling and manipulation skills in Pandas.
- Validate your knowledge of advanced Pandas GroupBy and Merges.
- Solve complex data cleaning and preprocessing challenges.
- Apply time-series analysis techniques using Pandas.
- Demonstrate mastery of Matplotlib's Object-Oriented API.
- Test your ability to create statistical plots with Seaborn.
- Validate your skills in advanced plot customization and styling.
- Solve problems requiring complex multi-plot visualizations.
- Assess your ability to build interactive charts with Plotly.
- Test your skills in creating interactive map visualizations.
- Demonstrate proficiency in building dashboards with Dash.
- Solve problems using Dash callbacks for full interactivity.
- Apply Scikit-learn for machine learning model building.
- Test your skills in preprocessing data for ML models.
- Validate your knowledge of model evaluation and tuning.
- Demonstrate your ability to interpret AI model results.
- Assess your skills with advanced feature engineering methods.
- Solve questions covering the entire Python data stack.
- Benchmark your skills against real-world data problems.
- Validate your readiness for a data science or analyst role.
Pre Requisites
- A foundational understanding of Python. You should be comfortable with basic concepts like variables, data types, lists, loops, and functions. You do not need to be an expert.
- A computer (Windows, macOS, or Linux). You'll need a machine where you can run Python code.
- Access to a code editor or environment. We recommend a setup like Jupyter Notebook or Google Colab, but any environment where you can run Python is perfectly fine.
- No prior expertise in data visualization or AI is required! This practice test is designed to assess skills across all levels, from the absolute basics to the most advanced professional topics.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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