Programming

Software Engineering within the LLM Era

engineering space, debates about whether using LLMs in coding is or a foul idea are raging. On the extremes, there are some individuals who think that any use of LLMs in coding...

STOP Constructing Useless ML Projects – What Actually Works

on a regular basis: This query is flawed from the start. An excellent project is personal to you, which implies any project I suggest will routinely be a “bad” selection. In this text, I aim to...

A Developer’s Guide to Constructing Scalable AI: Workflows vs Agents

I had just began experimenting with CrewAI and LangGraph, and it felt like I’d unlocked an entire latest dimension of constructing. Suddenly, I didn’t just have tools and pipelines — I had . I...

Use OpenAI Whisper for Automated Transcriptions

development currently with large language models (LLMs). A number of the main focus is on the question-answering you may do with each pure text-based models, or vision-language models (VLMs), where you may also...

Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

it's best to read this text In case you are planning to enter data science, be it a graduate or knowledgeable on the lookout for a profession change, or a manager in command of...

How I Automated My Machine Learning Workflow with Just 10 Lines of Python

is magical — until you’re stuck trying to come to a decision which model to make use of in your dataset. Do you have to go along with a random forest or logistic regression? What...

Reducing Time to Value for Data Science Projects: Part 2

Partially 1 of this series we spoke about creating re-usable code assets that may be deployed across multiple projects. Leveraging a centralised repository of common data science steps ensures that experiments may be carried...

Constructing a Modern Dashboard with Python and Gradio

second in a brief series on developing data dashboards using the newest Python-based GUI development tools, Streamlit, Gradio, and Taipy.  The source dataset for every dashboard will likely be the identical, but stored in...

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