Letizia Iannucci
@letiziaian.bsky.social
Code wizardry, data science, and complex systems. Cracking social media manipulation at night. Cloud tech, DevSecOps, and MLOps explorer. All in dark mode.
🏆 Honored and humbled by this recognition! Huge thanks to @bolozna.bsky.social and Antonis Matakos for their guidance and support. Excited to keep building on these ideas and push them further 📚
June 2, 2025 at 10:06 AM
🏆 Honored and humbled by this recognition! Huge thanks to @bolozna.bsky.social and Antonis Matakos for their guidance and support. Excited to keep building on these ideas and push them further 📚
Take the example below: after calling the `add_column` function, the `input_data` has also been modified! 👀 With functional programming in mind, I would have preferred that anything happening inside `.pipe()` preserves the input and returns a new object
![import pandas as pd
input_data = pd.DataFrame({"a": [1, 2, 3]})
def add_column(df: pd.DataFrame) -> pd.DataFrame:
df["b"] = df["a"]**2
return df
output_data = input_data.pipe(add_column)
print(output_data)
print(input_data)](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:enqy7n7h7u2dv5t3euh5nfpq/bafkreign5xb46mytzykncxkrrtqdzva4h2nmgmdgnkjqtoqhpawebe53p4@jpeg)
November 25, 2024 at 4:40 PM
Take the example below: after calling the `add_column` function, the `input_data` has also been modified! 👀 With functional programming in mind, I would have preferred that anything happening inside `.pipe()` preserves the input and returns a new object
Going back to basics and diving into a classic 📚🎓. Earlier this month I was reading how, if data scientists lack in the basics of SW engineering, there is a higher risk of failure for ML, if it even reaches production. 💡 Does a skill gap exist, and if yes, why and how should it be fixed? 🤔 #databs
November 24, 2024 at 9:51 PM
Going back to basics and diving into a classic 📚🎓. Earlier this month I was reading how, if data scientists lack in the basics of SW engineering, there is a higher risk of failure for ML, if it even reaches production. 💡 Does a skill gap exist, and if yes, why and how should it be fixed? 🤔 #databs
