SYSekinat Yahyainsekinah.hashnode.dev·Feb 23, 2021 · 9 min readMy First Imitation Learning ModelI 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...00
SYSekinat Yahyainsekinah.hashnode.dev·Jan 13, 2021 · 3 min readMy 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...00
SYSekinat Yahyainsekinah.hashnode.dev·Dec 18, 2020 · 10 min readLinear 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 ...00
SYSekinat Yahyainsekinah.hashnode.dev·Nov 4, 2020 · 3 min readStill 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...00
SYSekinat Yahyainsekinah.hashnode.dev·Oct 30, 2020 · 3 min readMy 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 ...00
