How to use Pandas for data analysis in Python

print(df.groupby('year').mean()) print(df.groupby('year').mean()) So far, so good. But what if we want to group our data by more than one column? We can do this by passing columns in lists: print(df.groupby() ].mean()) ...

Do vector-native databases beat add-ons for AI applications?

Beyond the traditional DB As of mid-2025, developer-favorite database options such as Postgres, MongoDB, and Elasticsearch have rolled in vector support. Microsoft’s SQL Server has...

How to deploy machine learning models with AWS Lambda

Approach #1:  Deploying a model stored on Amazon S3 Deploying a ML model as a Python pickle file in an Amazon S3 bucket and using...

Python starts 2026 with a bang

2026 is already popping with new Python goodies: an ultra-fast type checker from the makers of uv, Django 6, and a new way to...

Why front-end development will persist

First, embrace the AI tools rather than avoid them. As Valdarrama advises, “learn as much as possible about AI and how to use it...

Why LLMs demand a new approach to authorization

Balancing innovation and security There is so much incredible promise in AI right now but also incredible peril. Users and enterprises need to trust that...
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Cambridge researchers unveil faster and more accurate AI weather system that rivals supercomputers

Aardvark Weather, an AI-based system, promises to significantly enhance weather forecasting by delivering predictions dozens of times faster while using thousands of times less...
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