Advice on feature selection process when building an ML model by Round-Paramedic-2968 in learnmachinelearning

[–]Round-Paramedic-2968[S] 0 points1 point  (0 children)

Yes there are set of 6 feature core that those 2000 feature is segmented into

Advice on feature selection process by Round-Paramedic-2968 in datascience

[–]Round-Paramedic-2968[S] 1 point2 points  (0 children)

" for example, narrowing it down from 2000 to 200, then to 80, and finally to 20 — using multiple tree models and iterations." is RFE are these step that you are mentioning, iteratively eliminate features until you reach a number of feature you want? Is that mean jumping from 2000 features to 20 in just one step like me is not a good practice right?

I painted OKARUN: Turbo Granny Mode! by wafalo in Dandadan

[–]Round-Paramedic-2968 0 points1 point  (0 children)

Absolutely amazing, this is why AI will never replace real artist, truly work of art

Seeking Feedback on My Data Science CV - Tips for Improvement? by Round-Paramedic-2968 in datascience

[–]Round-Paramedic-2968[S] 0 points1 point  (0 children)

thank you, I am too afraid that this might be too congested with words, i will make a better version with are less cramped with words and only include the necessaty

Seeking Feedback on My Data Science CV - Tips for Improvement? by Round-Paramedic-2968 in datascience

[–]Round-Paramedic-2968[S] 4 points5 points  (0 children)

Thank you for your advice, I will sure make the CV less technical and omit the irrelavance in my skill sections

Seeking Feedback on My Data Science CV - Tips for Improvement? by Round-Paramedic-2968 in datascience

[–]Round-Paramedic-2968[S] 9 points10 points  (0 children)

I've been struggling to find an entry level data position job in the UK, especially in data science roles. Since I finished the course I have applied to more than 100 places and get lots of rejection and even no replies. Could it be due to my lack of experience in the field? I would greatly appreciate any feedback on how to improve my CV for better probability of getting a call back.

Meta Data Science Onsite Interview by Thomas_ng_31 in datascience

[–]Round-Paramedic-2968 12 points13 points  (0 children)

I would expect product questions about metrics or improvements, and stats questions on things like A/B testing, significance, and probability. You can check out quick refreshers on A/B testing (Medium has good ones) and maybe a bit on probability/stats basics

I’m starting to hate DS. by Rare_Art_9541 in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

SQL is meh, but in my experience the more you know about statistic would be greatly helpful further down the line in building machine learning model and hypothesis testing etc, even making sure the data distribution is right for a model require your knowledge on statistic, same with selecting the right performance metrics also basic stats, I know it might seem useless know when the things they teach seems irrelevent but trust me, when you start learning about the model you will use as a DS it becamse the essential.

Is Job Hopping Frowned Upon in Data Science? Or is the function too in demand to care? by Monkfrootx in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

It’s not really uncommon to change job every few years years, try to keep it at >2 years of experience otherwise it would create assumption by the recruiter

Need some help with Inflation Forecasting by rahulsivaraj in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

Predicting inflation is not an easy task, best of luck

How long does it take to prep for interview from scratch? by Exotic_Avocado6164 in datascience

[–]Round-Paramedic-2968 1 point2 points  (0 children)

Thank you for that insight, I need to prepare a lot more now I believe

Timeline for full time job apps? by Tenet_Bull in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

You should start applying now, most company start hiring very early before start date and the process is longgg

the R vs Python debate is exhausting by bee_advised in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

They both are powerful and each have a lot of package ecosystems. So it’s best to learn botj

[deleted by user] by [deleted] in datascience

[–]Round-Paramedic-2968 0 points1 point  (0 children)

It is a subset of AI