Python Microservices: API, Object, and Storage Data Models
· ☕ 17 min read
Design API data model for communicating with the service, object model for the application logic, and physical storage model for persisting the data.
Blog Articles
Python Microservices: Build and Test REST Endpoints With Tornado
· ☕ 15 min read
Learn to implement Tornado HTTP endpoints as a layer on business logic. Tune it to assist debugging, and write unit and integration tests.
📌 Scalable Efficient Big Data Pipeline Architecture
· ☕ 11 min read
Scalable and efficient data pipelines are as important for the success of data science and machine learning as reliable supply lines are for winning a war.
Python Microservices: Choices, Key Concepts, and Project setup
· ☕ 10 min read
Tornado, with AsyncIO APIs, is an efficient framework for building IO-bound Python microservices. Learn key concepts. Set up lint, test, code coverage.
Speech Recognition With Python
· ☕ 22 min read
Google Speech-to-Text, Amazon Transcribe, Microsoft Azure Speech, Watson, Nuance, CMU Sphinx, Kaldi, DeepSpeech, Facebook wav2letter.
How to Build Python Transcriber Using Mozilla Deepspeech
· ☕ 7 min read
Learn to build audio transcriber for voice applications using PyAudio and Mozilla DeepSpeech speech-to-text Automated Speech Recognition (ASR) Python API.
An Engineer’s Trek into Machine Learning
· ☕ 16 min read
Introduction to data science, machine learning, and deep learning for software engineers and developers, with curated online resources.