Archives | DataScienceTribe

2023

03

28

How to Include Curly Braces in Python Format Strings

When working with Python format strings, it is common to use curly braces ({}) to insert variables or expressions into a

2023-03-28 data engineering

format strings

28

Sampling Rows from a Pandas DataFrame by Group

Pandas is a popular data analysis library in Python that provides powerful tools for manipulating and analyzing data. On

2023-03-28 data engineering

pandas dataframe

25

Best Practices for Creating a .gitignore File and how

When you’re working on a Git repository, it’s important to create a .gitignore file to tell Git which files and director

2023-03-25 data engineering

git gitignore github

25

Securely Loading Environment Variables in Python Using python-dotenv

Loading environment variables in Python code is a common task that developers need to perform when building applications

2023-03-25 data engineering

environment variable loading

25

What is zero shot, few shot and fine tune in OpenAI GPT models

When we say zero-shot or few-shot, it just the way we provide prompts when use GPT models, such as GPT3, GPT4 or chatGPT

2023-03-25 data engineering

openai gpt zero shot few shot

22

how to use OpenAI to generate text completions and chat-style responses with GPT-3,chatGPT or GPT-4 through API

OpenAI is a research organization that aims to build safe and beneficial artificial intelligence systems. One of their m

2023-03-22 data engineering

gpt3 chatGPT openai gpt4

21

How to control work flow in Streamlit with session state

Streamlit is super easy to use to build some demo quickly. Streamlit is an open-source Python library that allows develo

2023-03-21 data engineering

streamlit

20

An Early Look at the Labor Market Impact Potential of Large Language Model such as GPT by OpenAI

Recently, OpenAI, OpenResearch, and University of Pennsylvania published their studies about how the popular GPT and GPT

2023-03-20 data science

GPT openAI

18

Easy and neat way to retry function after error in Python

Have you ever written a Python script that needed to handle unreliable network connections or flaky APIs? If so, you mig

2023-03-18 data engineering

python retry

18

How to bulk index data with Elastic Search engine

Previously, we have discussed how to index and query data using elasticsearch in PythonHere However, indexing large amou

2023-03-18 data engineering

elasticsearch

18

vector search using Elastic Search, index and search example using python requests library

Vector search has becoming very useful in deep learning applications. To search dense vectors in Elasticsearch 8.6, you

2023-03-18 data engineering

elasticsearch

17

AI and the Future of Jobs, Questions and Answers on ChatGPT and Automation

What is ChatGPT and how does it work?Answer: ChatGPT is a virtual assistant or chatbot that uses natural language proce

2023-03-17 data science

chatGPT GPT4