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Also do u have to be able to deploy models to production as a data scientist?

I watched your TH-cam video. Your every video is really awesome. But your channel and your videos expect more views and subs. I analyzed Your TH-cam channel and I found TH-cam video SEO is not done. This is why your video is not going viral and views are not increasing.

Awesome vlog! 🙌🏻😍 New subscriber here. ☺️

What do you mean min of 2?

Stunning views!

The views are so pretty!

looks amazing

Hi is data science predominantly a Math and Statistics field with a sprinter of CS involved. So u just need to be good with ur Math and Stats on order to do data science.

do you have a link to your vo2max paper?

very exciting!

Cool vlog 😊. We have subscribed 😊

Hi im also a data scientist based in Singapore, but my role focuses more on machine learning predictive modelling.

Wow! Very informative

Hi I have been working in the data science and Machine Learning field for nearly 3 years but I recently got retrenched. I have been on the lookout for another job in a simillar role. I feel it has been more difficult to get a job in this field nowadays due to the intense competition. Do u have any advice?

May I ask do u see work as work or are u truly passionate about what u do?

A week with a data science vlog by Nat is a great week! Didn't realise the importance of internships back in my uni days and didn't clock much ... also wanted to start off as a data scientist but realised that most of them have steep starting requirements like cloud technologies, ML experience etc beyond what you learn in school .. so i'm attempting to climb from a data analyst role

Great vlog!

congrats but dont mean to sound annoying or rude but shouldn't your censor your signature though im around your age and felt its impossible for me in the future to ever own a place of my home, partly due to my condition, pituitary gland damaged as I couldnt work, I had sleep deprivation and memory issues after getting hit by soccer ball when I was in sec4 and got bullied by my classmate which I avoided school and n level which only went for English n level. I kept forgetting things and often repetitive, which right after the accident I couldnt remember my way some days, and when I do, the bullies followed me home and caused a nuisance by loudly banging on the door. I forgot all these but reported to the teachers about the pranks but teacher simply laughed that they're just playing, laughed while walking away which probably cause short depression, but due to the accident I completely forgot everything as memory changes and drastically failing. I simply coped myself at home ever since for the past decade. when my doctor said I have pituitary gland damaged, I dont understand so I googled search as she insisted it was due to birth defect while staring at my mom, but found on google search that it was caused by accident and I dreamt of that accident few months after and remembered everything just that im ten years late. my cousin got a bto and lived in estate next to my home even though she used to live in mature estate in another part of sg, their bto recently mop. two months ago out of the blue upgraded their 4room bto to nearby ec as the estate they currently lived in lack of amenities, none of the nearby school were even build and far from the mrt which whenever they head out have to take bus to either my neighbourhood or others. it was 1.3m which her parents, my mom and I dont quite get why pay so much for the house. but I felt its a great move for them as my cousin's eldest son gonna be in pri school next year, there's a bus stop right infront of the condo that easily brings their children to the school in the future and its within less than five minute walk sheltered walkway to the mrt although their nearest mall were way worse than my neighbourhood as both mall doesnt sells clothes or electronics. I lived in my estate for more than twenty years and always dislike it as it lacks of shop that sells basic necessities. another great move I felt was even though my cousin earns more than her husband, but only had an average family income, I felt that she's increasing her inheritance from her parents when in the future they weren't around, which we asked why dont they get those 3gen type instead but cousin's idea since she was much younger was she wanna be like my mom instead, get married and have kids at young age, as she find that my mom looked young even though have two grown kids. but her idea of getting married around the same age when my mom was married because she dislike her parents always arguing and the age gap between her and her parents which was why she chose to have kids to have the same age gap I have between me and my mom.

Hey Natalie, any email we can get you on?

So sweetie ❤

How do you afford such a nice condo? I worked by socks off and still can't afford one.

Which projects you've worked on and which project i should work on any idea advice and what advice would you like to give to someone who's a newbie in this field and is currently a sophomore year student with no projects and which skills should a person master (soft and hard skills both)

Which project you've worked on which one was your first project and how many projects you've made before and after you've landed a job Please make a video on it

Make more vlogs like this "life as data scientist" and how to land an internship, roadmap, projects to work on, and many more

New Subscriber here. Love your vlog.

truly simple and therapeutic! It's true .. stepping into working world for nearly a year now, life seems kinda boring. The buffet looks nice btw

love this so much!

I absolutely appreciate your vlogs that you are making I'm gonna check all of it and I've already subscribed you. Your channel is amazing and I'm gonna watch all your videos.

I don't know if you guys are stupid or ball'sy. Buying a $1.5m condo at such a young age? What if one of you got retrenched or lose your job?

I really appreciate the fact that you put in so much work into your youtube channel, despite juggling between a full time job and other commitments. I really enjoy the videos you have made thus far! Can’t wait for you to reach 1k subs! :-)

youtube algorithm brought me here. And here I am to stay. very comfy vlog. keep it up.

All the food looks so good 🤤

90% food 😂😂

Makes me hungry!! 🤤

Hi, how is life like after graduating from uni. Does life actually gets easier after u graduate from uni or does life becomes more difficult from there on? Also how different is life as a uni student compared to life now as a working adult?

natalie, i love this video. how do i contact you.

Happy birthday may all your wishes come true in your heart feeling soul may you have small and big sucess in life living

nice jaw

Where are you based?

Happy birthday! And inspiring reflection

Omg! I’m ur number one Lammie Fan ❤❤❤❤ 25 and so gorgeous 😘

happy birthday! first time here and your 888th subscriber!

Hi, im share the same sentiment's on the difficulties on adulting, having just started on my first full time job. For me the question was how to have enough finances so that i could afford the big ticket items such as housing, etc given the high cost of the living in Sg. And worrying whether will i have enough money for retirement or even being able to retire for that matter.

Please make more videos of you explaining the processes and terms in Data analytics! It’s so informative and really educates your audience!!🙆🏻‍♀️❤

May I know the data science salary in Singapore monthly

May all your wishes come true in your heart feeling soul. Follow your dream and passion

How much is the down payment you made?

damn how are you able to afford a condo already after graduating not long ago? congrats!

Hi Natalie, I just chanced upon your channel recently. Your weekly vlogs share the life of a data scientist, and somehow "educational" when you share how do you carry out a projects/tasks. I look forward to more contents like this from you. Congrats to your promotion and new "nest"!

Congrats on your promotion and new house! Yet again, another informative data science vlog. Got to learn quite a bit from your sharing.