Data Science code example -4: How to use auto encoder for unsupervised learning models?

This email was sent

December 31, 2023 5:03am EST

Is this your brand on Milled? Claim it.

Matte tone:

Hi,

Thanks for registering with ProjectPro Recipes.

Please find below 4 recipes in series 2 of introduction to pandas dataframes.

Recipe 1 - How to rename a column header in pandas dataframe

The most common way to rename a column header is by using the df.rename() function. To rename a single column - the following command renames a column titled “General” into a new title “Admiral”
df.rename(columns={'General': 'Admiral'}, inplace=True)......the code snippet is available here.

Recipe 2 - How to search pandas dataframe for a value

The following code finds all value sof Age where salary > 50,000. The .where function helps to search a pandas dataframe for a value. ......the code snippet is available here.

Recipe 3 - How to drop rows & columns in a pandas dataframe

Many times in data analysis you will have to delete rows and columns that don’t fit your modelling needs. The df.drop()helps achieve this.

df.drop('reports', axis=1) ......the code snippet is available here.

Recipe 4 - Replace multiple values in a pandas dataframe

While data munging, you might inherit a dataset with lots of null value, junk values, duplicate values etc. In such instances you will need to replace thee values in bulk.......the code snippet is available here.

We recently launched an end-to-end solved industry project with video, solution code and dataset. The project is Build an Image Classifier for Plant Species Identification. Its available here. - price increases on March 26

Do you get stuck on your Data Science or Big Data projects ?

Do you have trouble converting theoretical knowledge into real industry projects ?

Get access to Solved projects + Downloadable source code + Video explanation + Datasets

Skip the boring theory. Get practical project results.

View list of solved end-to-end Big Data Projects

View list of solved end-to-end Data Science Projects

Click here to access to 120+ solved end-to-end Projects - price increases on March 26

Thanks,
Binny
Co-founder - ProjectPro
Solved end-to-end projects in machine learning and big data
Free machine learning code snippets

Data Science code example -4: How to use auto encoder for unsupervised learning models?

Recent emails from ProjectPro