Nicolay Gerold

Loose Coupling and High Cohesion: How To Avoid Tight Coupling and Low Cohesion?

Cohesion is a measure of the number of relationships that parts of a component have with each other.

High cohesion means that : All of the parts that are needed to deliver the component's functionality are included in the component.

Coupling is a measure of the number of... See more

Breathing through the nose is powerful to improve hormone production by improving sleep. Focus on breathing through the nose even during training unless on max effort exercises.

If you shiffer during cold showers, you can increase your metabolism. Regularity in your exercise routine and eating routine can make it possible to shift your circadian rhythm.

How to build this skill:

• Maximize what you can do on your own: by ruthlessly prioritizing your time, pushing back on activities that have small ROI, and focusing on areas where your input is crucial; for engineers, it often means less coding (if more junior people can do that piece of coding).


• How you can maximize what you can do through others:

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End to end ML Project

Project setup:

1. Open this in VSCode


2. Install Dev Containers


3. Do Cmd + Shift + P -> Dev Containers: Rebuild Container Without Cache


4. Activate the conda virtual environment: source activate endtoend


5. Inside Dev Container, run mlflow and prefect local servers: nohup bash ./start_backend.sh

Model training:

Run: python main.py

Model... See more

Inspiration

Watch the explainer video

Open your ~/Downloads directory. Or your Desktop. It's probably a mess...

There are only two hard things in Computer Science: cache invalidation and naming things .

What it does

LlamaFS is a self-organizing file manager. It automatically renames and organizes your files based on their contents and well-known... See more

For High Throughput data, Grab uses Apache Avro with a strategy called Merge on Read (MOR) .

Here's the main operations with Merge on Read:

• Write Operations - When data is written, it's appended to the end of a log file. This is much more efficient than merging it in the current data and reduces the latency of writes.


• Read Operations - When you need

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dstack is an open-source toolkit and orchestration engine for running GPU workloads. It's designed for development, training, and deployment of gen AI models on any cloud.

Supported providers: AWS, GCP, Azure, Lambda, TensorDock, Vast.ai, and DataCrunch.

Latest news ✨

• [2024/01] dstack 0.14.0: OpenAI-compatible endpoints preview (Release)


• [2023/12] dst

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