AI & Machine Learning Fellowship - Python Packages

Name

Use

Essential?

jupyter

Enables use of the Jupyter Notebook file format.

Yes

pandas

Tool for efficiently working with and analysing spreadsheet-like data formats in Python.

Yes

matplotlib

Creating highly customisable data visualisations.

Yes

seaborn

Creating data visualisations & statistical analysis.

Yes

numpy

Advanced mathematic and statistics calculations.

Yes

scikit-learn

Predictive data analysis and machine learning.

Yes

scipy

Advanced statistics calculations.

Yes

statsmodels

Predictive data analysis and machine learning.

Yes

TensorFlow

Machine learning framework, widely used for deep learning and production.

Yes

PyTorch

Machine learning framework, particularly suited for deep learning research.

Yes

OpenCV

Computer vision and machine learning software library.

Yes

Mediapipe

MediaPipe Solutions provides a suite of libraries and tools to quickly apply artificial intelligence (AI) and machine learning (ML) techniques.

Yes

dash

Creating data dashboards in Python.

No

ntlk

Natural language processing.

No

spacy

Natural language processing.

No

textblob

Natural language processing.

No

wordcloud

Natural language visualisation.

No

pillow

Python image library, used by wordcloud.

No

joblib

Saving and loading machine learning models.

No

requests

Tool to make queries to API systems to retrieve data.

No

beautifulsoup4

Webscraping tool for retrieving data from websites.

No

pmdarima

Advanced time series data analysis tool.

No

SQLAlchemy

Work with SQL databases from within Python.

No