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100-days-of-ml-code

100 Days of ML Coding

2019-fontys-business-and-it-agility-through-microservice-architecture

Business and IT agility through microservice architecture powered by containers and cloud Evolving architectures, emerging technology and new cloud services enable new ways to address business challenges with IT solutions. Microservices architecture promises flexibility, scalability, and optimal use of compute resources. This lecture introduces the objectives that microservices are expected to realize and explains how microservices will do that. The lecture describes the key concepts – domain driven design, bounded context, events, statelessness and APIs. It discusses and demonstrates a real implementation of microservices using containers and Kubernetes. Students will do a hands-on with the Kubernetes platform – learning about the container orchestration features that allow microservices to be deployed, scaled, configured, failed over, and upgraded to new versions while maintaining proper routing and load balancing. Students will learn how to make use of Kubernetes for running multiple interacting containers executing applications written in the technology of their choice. The lectures discusses the service mesh and challenges with tracing and end to end monitoring. The relevance of events for decoupled collaboration is discussed and demonstrated. Concepts discussed include workflow choreography, the CQRS data(base) pattern for cross domain data sharing and serverless architecture.

bark

🔊 Text-Prompted Generative Audio Model

basic-docs

bert

TensorFlow code and pre-trained models for BERT

bonito

A PyTorch Basecaller for Oxford Nanopore Reads

cdqa

An End-To-End Closed Domain Question Answering System.

chatgpt-chrome-extension

A ChatGPT Chrome extension. Integrates ChatGPT into every text box on the internet.

coqa-demo

model running on CoQA dataset including baseline.

cwc_react_native

Repo to hold code from the Coding with Curry Youtube Channel

detect-gpu

Classifies GPUs based on their 3D rendering benchmark score allowing the developer to provide sensible default settings for graphically intensive applications.

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

docker-alpine-python-machinelearning

Small Docker image with Python Machine Learning tools (~180MB) https://hub.docker.com/r/frolvlad/alpine-python-machinelearning/

drqa-1

Reading Wikipedia to Answer Open-Domain Questions

electron-circleci

Example Electron app with MacOS & Windows build integration with Circle CI

face-detection-with-mobilenet-ssd

Face detection with mobilenet-ssd written by tf.keras.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-ctc-decode

Blitzing Fast CTC Beam Search Decoder

figma-to-react-native

Convert Figma to React Native

franc

Natural language detection

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

glassdoor

R Glassdoor API

gutenvko

Mr.Zhivko's Gutenburg Block

hands-on-exploratory-data-analysis-with-python

Hands-on Exploratory Data Analysis with Python, published by Packt

hazardous

Overload Electron path module for asar.unpacked support

infographic

Infographic

javascript-serialization-benchmark

Comparison and benchmark of JavaScript serialization libraries (Protocol Buffer, Avro, BSON, etc.)

jotform_widget_es6_boilerplate

This boilerplate enables developers to write JotForm widgets using ES6 syntax and Eslint with ease.

jsfive

A pure javascript HDF5 reader

k8s-mastery

Repository for the article "Learn Kubernetes in Under 3 Hours"