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()) ...

Senior developers let AI do more of the coding — survey

AI-generated code accounted for more than half of shipped code among nearly one-third of senior developers who participated in a recent survey by cloud...

Google releases Gemma 3n models for on-device AI

Google has released its Gemma 3n AI model, positioned as an advancement for on-device AI and bringing multimodal capabilities and higher performance to edge...

Maximizing speed: How continuous batching unlocks unprecedented LLM throughput

Why old-school batching just doesn’t cut it To handle multiple users at once, LLM systems bundle requests together. It’s a classic move. The problem? The...

Improving annotation quality with machine learning

Voxel51 Similarity search for quality control Once you find one problematic annotation, similarity search becomes a powerful tool to find all related errors. Click on a...

Don’t be a victim of high cloud costs

Organizations need to proactively manage their cloud expenses by taking control by developing and implementing cloud strategies based on practical goals and forward-thinking planning....
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From ChatGPT to Gemini: how AI is rewriting the internet

The advent of AI models like OpenAI's ChatGPT and Google's Gemini is fundamentally transforming the internet, reshaping how we interact with information, conduct business,...
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