Awesome List Updates on Apr 11, 2023

7 awesome lists updated today.

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1. Awesome Polars

Resources / Blog posts

• DuckDB vs Polars vs Spark! - An article that performs a benchmark against duckdb/Polars/spark, with varying row count, with swap usage as another metric, in addition to runtime in seconds. Code used is available on Github here (⭐4).

• Benchmarking PySpark Pandas, Pandas UDFs, and Fugue Polars - A blog post that compares the execution time of fugue (⭐1.9k) + Polars, Pandas UDFs and PySpark Pandas by @kvnkho.

• Pandas vs. Polars: The Battle of Performance - An another blog post that compares the performance between Pandas and Polars across a range of common data manipulation tasks by @makeuseofcode. Code used is available on Github (⭐0).

2. Awesome Integration

Projects / Self-Service Integration

• Microsoft Power Automate - This cloud-based service offers a user-friendly interface to create automated workflows seamlessly, integrating different applications and services with ease, simplifying complex tasks.

3. Awesome Dotnet

IoC

• Microsoft.Extensions.DependencyInjection (⭐15k) - The default IoC container for NET applications.

OpenAI

• Cledev.OpenAI (⭐108) - .NET SDK for OpenAI which includes ChatGPT, DALL-E and Whisper APIs and a Blazor Server playground.

4. Awesome Remote Job

Job boards

• PyJobs.com - Jobs for Python developers

• Remotewide - Find remote jobs with location independent pay

Interviewing

• Meetapro - An Airbnb style mock interview platform with top FAANG interviewers

Newsletters

• Figures - Set your salary requirement and receive remote jobs that pay more

Companies with "remote DNA"

• Custimy - Customer Data Platform for e-commerce. Jobs with Spark, Python, Terraform, AWS, Node and more. EU timezone. HQ in Copenhagen with colleagues all over Europe. Fully remote allowed. Company gatherings and optional travel.

• Iterative - ML Model Development for teams. Remotely worldwide

Communities

• Invide - Invite-only community of experienced remote developers since 2016. Also has a public discord community for newbies.

5. Awesome Generative Deep Art

Large Language Models (LLMs)

• Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models: paper with "a comprehensive survey of ChatGPT and GPT-4 and their prospective applications across diverse domains"

6. Awesome Newsletters

Frontend

• Frontend Snacks. Get weekly snacks - A code snippet to teach complex topics visually, latest frontend gossip/news and free career dev toolkit delivered fresh in your inbox.

Leadership / Svelte

• Engineering Leadership Snacks. Weekly Snacks on Actionable Leadership tips, a Deep-dive and free Toolbox to excel as a Leader.

7. Awesome Zsh Plugins

Themes / superconsole - Windows-only

• warm-colours (⭐0) - Includes decorators for user@host, current directory and datetime.

• Prev: Apr 12, 2023
• Next: Apr 10, 2023