2024-02-27

3D

• 3D Visualization of Geospatial Big Data by Lexcube

Career development

• 7Factors to build human centric, high performing engineering teams
• Mastering Programming by Kent Beck

Cons

• Navigating the Realities of Being A Data Scientist

Data Storytelling

• Tagging Mountaineering Accident Reports Using bart-large-mnli

Database

• LanceDB: Developer-friendly, serverless vector database for AI applications

Distributions

• Professionally Visualize Data Distributions in Python

Geodata

• FlowmapBlue: create geographic flow maps representing numbers of movements between locations

Javascript libraries

• The Most Advanced Libraries for Data Visualization and Analysis on the Web

Jupyter

• papermill: a tool for parameterizing, executing, and analyzing Jupyter Notebooks

Knowledge Management

• A collection of learning resources for curious software engineers
• Wagtail: an open source Content Management System written in Python

Large Language Models (LLM)

• A Visual Guide to Mamba and State Space Models
• A non-exhaustive but essential list of key papers that underpins text-to-video Deep Generative model like SORA
• Cohere For AI Launches Aya: an LLM Covering More Than 100 Languages
• Do large language models understand the world?
• Gemma: una nuova famiglia di modelli aperti
• Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
• OLMo: a State-of-the-Art, Truly Open LLM and Framework

Markdown

• VitePress: Vite & Vue Powered Static Site Generator

OO Programming

• Python @property decorator

Pandas

• Daft: a fast and scalable Python dataframe for complex data and machine learning workloads
• Great Tables: The Polars DataFrame Styler of Your Dreams
• Ibis: the portable Python dataframe library

Project Management

• Decide better together: answer a few simple questions to explore better ways to make group decisions

Rest API

• How to (and how not to) design REST APIs
• Intro

Scatterplot

• Jupyter Scatter: an Interactive Scatter Plot Widget

Social science

• Google Books Ngram Viewer

Software Development

• AWS guidelines for Correction of Error
• Software quality attributes

Standard library

• Everything You Can Do with Python's textwrap Module

Streamlit

• Float: fix the vertical position of containers relative to viewport instead of page

Tools

• Dagster
• dbt (data build tools): a command line tool to transform data more effectively
• dlt: an open-source library to load data from various and often messy data sources into well-structured, live datasets
• filequery: Query CSV and Parquet files using SQL

Utils

• Amazon’s renewable energy forecasting: continuous delivery with Jupyter Notebooks