The default Pandas plots use Matplotlib backend. But with this trick, we can create more beautiful and advanced charts such as surface and bubble charts.
Most data scientists are comfortable with SQL than pandas data operations. But you can query pandas data frames as you do with SQL databases.
Machine learning is one of the subfields of Artificial Intelligence. It refers to the process of getting a computer to learn from data without being explicitly programmed.
Data science has been democratized for the most part. AI is now mainstream! Here’s how you can become a citizen data scientist.
Large-scale data science teams can have several distinct roles & responsibilities to manage machine learning operations.
Transfer learning is an amazing way to speed up deep learning training. It helps solve complex problems with pre-existing knowledge.
85 % of data science projects fail because companies are obsessed with complex models such as deep learning. Simple models often can solve their problems.
Here are the six data quality dimensions and how to use continuous data quality assessments in your business.
Deep learning has several advantages over other machine learning methods. But not always.
Plotly dash apps are the fastest way to build production-grade dashboards in python.