Wednesday, December 18, 2024

Day2 - Artificial Intelligence

NumPy - A library in Python for basic operations

Pandas - Based on Numpy, it is another library

Installed Jupyter Notebook

MatplotLib: A library

Seaborn

Cufflinks: is a Python library that simplifies interactive plotting. It allows you to create interactive charts directly from Pandas DataFrames or Series.

Kaggle is a fantastic platform for accessing high-quality datasets to practice and develop your skills in machine learning, data science, and artificial intelligence. 

Kaggle is one of the largest global hosting platforms used by data scientists and machine learning enthusiasts globally. 

Founded in 2010 and acquired by Google in 2017, Kaggle always supported a diverse set of tools and resources to enable learning, collaboration, and innovation.

Kaggle is best known for its competition platform, through which it hosts users to face real-world problems. Companies, researchers, and organizations pose competition. These challenges include easy tasks in predictive modelling as well as highly complex machine learning problems, oftentimes with large sums of money on the line. Besides the competitions, there are also several thousands of publicly available datasets in Kaggle, encompassing various domains including finance, healthcare, and social sciences among others. 

The importance of these datasets to experimentation, learning, and community-driven project contributions cannot be overemphasized.

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