Thursday, October 22, 2020

Data Science : Chapter 2

Wanted the title to be "Data Science: Reloaded" or "Data Science 2.0' but "Chapter 2" gives it a growth-mind-set connotation instead of a dramatic (read cheesy lol) title 

I was introduced to this 6-month Data Science certificate program by my ex-colleague Noman Bhai. It was an instant 'yes' as back of my mind I always wanted to reinforce my past learning about Data Science. I completed my Masters in Management Analytics from Queen's Univ and it has been 5 years since then.

This program uses Python which was another driver in plunging into this certification. I am halfway done (almost end of Module 3) and must say it has been a great journey. Learning a lot from Zoom class sessions, met some dynamic members from cohort from different backgrounds. It has given me lot of exposure to the statistical modeling and make me appreciate it even more with the introduction of Python. 

Young and enthusiast faculty. The passion and desire in explaining Data Science and stats concept is evident. Most of them are pursuing Masters or PhDs; delivering gems in professional and respectful manner.  

Presentations complimented with lab sessions to reinforce the concepts. TA always accessible for any questions. Each module has sporadic quizzes. Every module has written (virtual) and practical (take-away) exam - honestly not my strong forte studying for exams (anymore lol).

Nevertheless, I have something to look forward to on weekends. It is painful to get up early on weekends as weekends are the only 'no alarm' sleeps - but not anymore. Hey - I ain't complaining. I did mention I am enjoying them - learning is fun (sometimes) :)

The biggest 'surprise' (as so may call it) was my introduction to Konain Qurban. In hindsight, embarking on this certification seems like an excuse as destiny wanted me to meet him. Younger than me but an enormous wealth of experience, information and wisdom (had to say that part lol).  He is a trail blazer - he is the founder of this institute - Frontier Institute of Technology. A visionary. If a title exists, he is clearly the front runner for "30 under 30" in Pakistan !

On a lighter side, he also introduced me and family to the best Hyderabadi restaurant in Canada! Will go again when you are back in December !

Almost forgot, we also must do a Capstone Project. I have been assigned a group - looking forward to this sub-journey.

On a serious note, I should start my Assignment for my Module 3. One thing to add,  from work front - it is so damn busy as Covid has shamelessly erased the work-home boundaries, end up working much more and feeling burnt-down as well. I can write more but will hold that thought for later post (plus need to stop procrastinating and get on with the assignment! ) 

 

*Edits. Captured my social media 'fame' lol :


 


Tuesday, October 6, 2020

Strong-Link vs Weak-Link + High-Treshold vs Low-Treshold

Interesting concepts I came across in a podcast called Revisionist by Malcom Gladwell  that I wanted to pen down through this post and give examples to explain the terms.

Strong-Link and Weak-Link

In soccer, your best player is not good if the weakest player is also good enough to make a strong-link. 

In basketball, your best player does not necessarily needs to have all good players. You can have a weak-link and yet your star player can shine and lead the team to victory.


Low-Threshold and High-Threshold

Low Threshold - some people don't 'absorb' when communicating with their partners and  'steam off' when they have something to complain about

High-Threshold - some people just build up all the 'not rights' in the relationships and keep a mental note - and when they 'erupt' on an incident - they bring out the complaints dating back from wedding/honeymoon days. Meaning they have high-threshold in the relationship.


Thursday, October 1, 2020

Stuff it, leave no Room in that 'MushRoom' !

Kids love it.My wife loves it. Our friends love it. Its an instant hit ! It falls in appetizer category but special enough for my family to sit together and savor the taste and enjoy the company and the whole experience. Hey as they say - family that eats together , stays together (IA)

I have made this recipe couple of times and now I think I can moralize the experience by this blog - also serves as the reference for the recipe. Shoutout to Emad for the inspiration as I viewed the recipe for the first time watching his video

Process:

1) De-throne the mushroom from its stalk or should I say uproot the stalk from its head and place the heads on the baking pan. (Chop the stalks and put it aside for later)
2) Chop 1 onion
3) Chop 1/2 bell pepper (which ever color is available honestly, but I usually pick the yellow one. Hello, why not?
4) Heat the pan with Olive/Avocado oil with fresh ginger (1/4) and garlic (2 cloves)
5) Now throw in the chopped onions, pepper and mushrooms (yes in that order with 5-6 mins interval)
6) I used Kirkland spice mix - 2 tablespoon. Or you can add salt, pepper, crushed red powder, chili flakes
7) * Optional : Add a pinch of turmeric powder for satisfaction purposes (health is wealth - duh ! )

Once the above spices are fried (make sure you don't burn them or overcook them). Follow these steps:

8) In a mixing bowl, put the mix and add 2 tablespoon of cream cheese (Kiri brand preferably)
9) 'wing' the creamy spice mix into the holes of the mushroom heads. Over-fill it - 'concave' it !
10) Place the baking tray in the oven for 20-25 mins on 400F.

Easy recipe and loads of goodness (and brownie points ;) )