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 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. The app can be used for a variety of purposes including transcribing lectures…

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. …

Documenting my Data Science Learning Journey — On Day 25 of the 66 Days of Dat, I’ve pondered some more about scikit-learn for an upcoming blog that I’m working on. Preview of the Illustration for my upcoming scikit-learn blog Here’s a preview of the first illustration I’ve made on the data representation of tabular datasets used for building models in scikit-learn: