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  • Speed Up Your Process Using the Workspace AI Assistant

    Discover the power of our AI Assistant. Get started with exciting prompts that will supercharge your data workflow!

    The sample dataset we'll use here consists of orders made with a UK-based online retailer from December 2010 to December 2011. Source of dataset.

    Get started with AI, follow these steps:

    1. Hover on the space in between cells and add a new cell by clicking the "plus" icon or the line.
    2. Type in your first prompt.
    3. Click on "Ask AI" or press the return key.
    # Import the necessary packages
    import pandas as pd
    import numpy as np
    from sklearn.model_selection import train_test_split
    from sklearn.preprocessing import StandardScaler
    from sklearn.linear_model import LogisticRegression
    from sklearn.metrics import accuracy_score
    
    # Other necessary packages for visualization
    import matplotlib.pyplot as plt
    import seaborn as sns
    
    # Set random seed for reproducibility
    np.random.seed(0)
    

    1. Automatically Handle All Your Package Imports

    Try this prompt:

    Import the packages I will need to perform a machine learning classification task.

    2. Build Beautiful Visualizations

    Try this Prompt:

    Create a Plotly plot of monthly sales in 2011 based on online_retail.csv.

    3. Speed Up Your SQL

    First create a SQL cell and select the "employees" sample database source. To the question "which countries do our customers purchase from?" using a SQL query, try this prompt:

    Write a SQL query that lists the top 3 countries from which customers make purchases and run it against "online_retail.csv".

    4. Write a Summary

    Try this prompt:

    Write a summary of the analysis in this workspace.

    5. Format Your Code

    Directly below the code cell that follows, try this prompt:

    Update the cell above to follow PEP 8 standards.
    result=5+5;print(result)

    Looking for more prompts to try? The following tutorial has more: 10 Ways to Speed Up Your Analysis With the Workspace AI Assistant