My First Imitation Learning Model

Feb 23, 20213 min read

I decided to write about this because ..boy it was difficult doing it. Also I'd like to improve on it soon so this will hopefully help clear up the clutter in my head and I will have an easy ride when I pick it back up I recently completed my first i...

My first Clustering - K-means

Jan 13, 20213 min read

I talked here, about how I found this data that could provide insights on edge server placements, service migration etc. I obviously needed to use a clustering algorithm on the data to get a sense of the intuition behind why its deemed to contain in...

Linear Regression and Gradient Descent From Scratch

Dec 18, 202010 min read

I am currently covering all bases in AI/ML before starting my neural networks journey. Part of that is the data manipulation, cleaning and pre-processing I've done for the better part of the last 2 months. Now I am studying the underlying algorithms ...

Still on My First ML Project that Uses Time-series Data - Data Cleaning

Nov 4, 20203 min read

This is the second part of this series. Its a series around a project I introduced here. This part talks about further data cleaning achieved In the previous post, I 'discovered' and became aware of the fact that I was dealing with time-series data...

My First ML Project Using Time Series Data

Oct 30, 20203 min read

did not realize that I was dealing with time series data at first :D I decided to do some personal ML projects separate from the tutorials and the AI resources I am using for self-study. I learnt its better to do one complex in-depth project than to ...

Modelling Exercise - ML Problem-solving

Oct 25, 20203 min read

This piece is the first real exercise documented on this blog(have more on the way!). This piece describes this example of the modelling process. This example allowed me examine the tf.Estimator and feature column API to experiment with feature tran...