In this part I discussed how we can visualize data points and clusters formed by those data points. The library we used is called Matplotlib. I imported the pyplot facilities of Matplotlib for the visualization of data points using Python. …
Hi, this is Dr. Shahriar Hossain again. Today, we will discuss an unsupervised machine learning algorithm and use the scikit-learn machine learning library. The concept I will discuss is called clustering. The specific algorithm that we will look at is …
Hi, This is Dr. Shahriar Hossain. I will go over an unsupervised learning algorithm using Python programming language soon. While explaining unsupervised machine learning to the audience, I figured that some terms are confusing for people who have just recently …
We are starting Workshop 2. Starting from this video, we will be discussing machine learning topics using the Python programming language. As I said early in this workshop series, these videos come from workshops that I ran for experienced professionals …
Hi, This is Part 4 of Workshop 1. We are continuing the discussion on the Pandas library. The code of this part is available below. We are starting from where we left in the last part. Here is the YouTube …
Welcome back. I am Dr. Shahriar Hossain. This is Part 3 of Data Science Workshop 1. In the previous part, we discussed NumPy. In this one, we will start to discuss Pandas. The Pandas library for Python is designed for …
Hi, I am Dr. Shahriar Hossain. Welcome back to Part 2 of Data Science Workshop 1. We barely started to discuss NumPy in the previous video. Let us begin from where we left in the last part. NumPy is an …
Hi I am Dr. Shahriar Hossain. I am running a data science workshop series for a small group of experienced professionals who have at least a computer science degree. Some of them have business and administration backgrounds. All of the …
It is becoming more common for Data Science jobs to require applicants at least a bachelor’s degree in one of the core subjects that make up data science: computer science, statistics, or mathematics. It is certainly possible to learn the …
One of the most significant advantages of learning a programming language as a child is that she/he will use it for many years to come and keep mastering it. A second advantage of learning a programming language at a young …