This tutorial is based on macOSX with an M1 chip for Python 3.8/3.9 and Java 11. Intro. From my practice, one … More
Author: galinablokh
Shortly about me:
Masters' degree gave me knowledge about math, statistics, economics, and business areas.
Machine learning and deep-learning techniques are my domain field of work.
I'm passionate about data, research, and coding.
Deploy an NLP pipeline. Flask+Heroku+Bert.
A simple, quick solution to deploy an NLP project and challenges you may face during the process. Intro. Very often, … More
Hugging Face DistilBert & Tensorflow for Custom Text Classification.
How to fine-tune DistilBERT for text binary classification via Hugging Face API for TensorFlow. Intro. In this tutorial, you will … More
NLP: Text Pre-processing and Feature Engineering. Python.
Pre-process text data, create new features (including target variable for binary classification) with Python: Numpy, Pandas, Regex, Spacy, and Tensorflow. … More
Web Scraping With No Effort. Python: BeautifulSoup, Grequests.
How to build a web scraper with BeautifulSoup and asynchronous HTTP requests (Grequests) Introduction. It is my first tutorial about … More
Python Selenium: Scraping A Recipe Website
Data science insights while you scrapping a platform for data science practice. Introduction. This time I will explain (with full … More
Python 2 vs 3 in 20 minute talk.
The fascinating quest of figuring out the difference between. Let’s start with the background of this race for the truth. … More
A technical blog about Data Science 