My first Clustering - K-meansI 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...Jan 13, 2021 · 3 min readsekinah.hashnode.dev
Linear Regression and Gradient Descent From ScratchI 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 ...Dec 18, 2020 · 10 min readsekinah.hashnode.dev
Still on My First ML Project that Uses Time-series Data - Data CleaningThis 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...Nov 4, 2020 · 3 min readsekinah.hashnode.dev
My First ML Project Using Time Series Datadid 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 ...Oct 30, 2020 · 3 min readsekinah.hashnode.dev
Modelling Exercise - ML Problem-solvingThis 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...Oct 25, 2020 · 3 min readsekinah.hashnode.dev
