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…

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…

Plus my Curated List of Data Science Courses — 1. Introduction Data science is a fast growing field owing to the immense value and data-driven insights that it brings to businesses and industries. …

How to Learn Data Science — So back in January of 2020, I released a video called Strategies for learning data science in 2020 where I shared some of my tips on how you could get started in learning data science. A year has passed and I thought that it would be a great opportunity to…

Here’s the Essential Scikit-learn you Need for Data Science — Scikit-learn is one of many scikits (i.e. short form for SciPy Toolkits) that specializes on machine learning. A scikit represents a package that is too specialized to be included in SciPy and are thus packaged as one of many scikits. Another popular scikit is the scikit-image (i.e. …

Documenting my Data Science Learning Journey — In this post, I combined what I did for Days 27–33 into a single post as I’ve been away for a week from posting contents on Medium. Hope you like the concised nature of this post. …

Documenting my Data Science Learning Journey — On Day 26 of the 66 Days of Data, I continued with coding an implementation in Python for calculating molecular fingerprints for a big chemical library. How big? This corresponded to 30,000 compounds * 2,000,000 compounds = 60,000,000,000 compound pairs. …