The Ultimate Roadmap for Starting Your Data Science Journey — I get asked quite often on my YouTube channel (Data Professor) the following questions about how to break into data science: How to become a Data Scientist? What is the roadmap to being a Data Scientist? What courses should I take to learn Data Science? So I thought that it…

How to safely navigate the turbulent landscape of LLM-powered apps — An Application Programming Interface (API) refers to how two software entities communicate. For example, OpenAI provides an API that enables developers to programmatically access their large language models (LLMs) such as GPT3, GPT3.5, and GPT4. …

A step-by-step guide using the unofficial HuggingChat API (no APIs required) — Introduction The remarkable progress made in natural language processing and large language models (LLMs) over the past few months has led to the widespread adoption of generative AI and chatbots. Chatbots that are powered by large language models, like ChatGPT, have become particularly popular. These chatbots are capable of understanding and…

Introduction A few weeks ago, I had the privilege of interviewing Jess Haberman on the data science podcast on my YouTube channel, Data Professor. You can watch the full podcast here or click the video below: Podcast Summary Jess has over 15 years of experience in book publishing and is currently leading…

A step-by-step practical tutorial — 1. Introduction Streamlit is a low-code web framework for the Python programming language. It allows you to build an interactive web application with minimal coding. In this tutorial, I’ll show you how to use Streamlit to create a simple web app that connects to a cloud-based Snowflake database, loads data from a…

The guided path for learning Streamlit — Streamlit is a Python library that makes building beautiful, interactive apps in a few lines of code easy. But every new library has its quirks and conventions, and it takes time to learn. You might be wondering where to start and if there are any resources. No worries. …

A high-level overview of the DagsHub platform — The data science lifecycle encompasses the process from data collection, analysis, deployment and monitoring. But what is often overlooked is the underlying infrastructure that makes the entire lifecycle run smoothly and seamlessly. This is especially true as data projects evolve over time as more and more data is collected, annotated…

A Step-by-Step Tutorial using AssemblyAI and Streamlit — Introduction A real-time transcription app is an application that provides live transcription of speech in real-time. Such app uses a speech recognition engine to convert spoken words into text, which is then displayed on the screen in real-time. …

A Step-by-Step Tutorial using AssemblyAI and Streamlit — Background Perhaps, in your learning journey you wanted to watch that hour long YouTube video or you have a playlist of YouTube videos to go through but you’re short on time? There’s 2 possible options: Find time for watching the videos Transcribe the video (which you can skim through for key…