Data Science 🐍 Install and Overview

The video provides an overview of a data science course, introducing the CRISP-DM process and its six phases: business understanding, data understanding, data preparation, modeling, evaluation, and deployment. It covers Python and Jupyter Notebook usage, focusing on package management and installation. The course includes practical exercises using the Temperature Control Lab for data collection and analysis, emphasizing hands-on learning with Python programming.

What is the first phase in the CRISP-DM process?

• Evaluation

• Modeling

• Business Understanding

• Data Preparation

Which of the following is NOT a phase in the CRISP-DM process?

• Data Understanding

• Evaluation

• Data Visualization

• Deployment

What is the final project in the course focused on?

• Predicting stock prices

• Determining thermal conductivity

• Building a recommendation system

• Classifying images

Which tool is used to run Python in a web browser?

• Visual Studio Code

• PyCharm

• Jupyter Notebook

• Anaconda

What command is used to list all installed packages and their versions?

• pip install

• pip list

• pip show

• pip check

Which command is used to install a Python package using pip?

• pip add

• pip fetch

• pip get

• pip install

What is the purpose of the temperature control lab in the course?

• To manage Python packages

• To collect data for analysis

• To simulate machine learning algorithms

• To visualize data

Which function is used to turn on the LED in the temperature control lab?

• lab.set_LED()

• lab.LED()

• lab.turn_on_LED()

• lab.LED_on()

What is the main use of the 'with' statement in the temperature control lab?

• To visualize data

• To execute Python scripts

• To connect to the lab and manage resources

• To import necessary libraries

What should you do if the temperature does not increase in the lab activity?

• Restart the kernel

• Reinstall the package

• Check the connections

• Change the working directory