Getting to know Decision Trees, Random Forest and Gradient Boosted Methods

[Anmol-Sharma]

Introductions, Walk through on how Tree methods work , Applications, and a Quick Demo.

[manojpandey]

Pre-requisites ? @Anmol-Sharma

[Anmol-Sharma]

Just Basic of ML which people got to know in our last meetups about ML, pandas, numpy. Might give demo in H2O.ai or sklearn I intend to give it in a newbie friendly way as i know a lot of our members are still in college and just Beginning with ML so just to give them an idea about how this usefull method works

[Dawny33]

@Anmol-Sharma Awesome. Looking forward to the slides. Please include them here, as soon as you are done building them up :)

[Anmol-Sharma]

Ok @Dawny33 @manojpandey will add the link here in about 2-3 Days

[manojpandey]

@Anmol-Sharma Updates ? Also, How much time do you need for you talk + Q/A in total ?

[Anmol-Sharma]

Will add Slides link Tomorrow. I need about 50-60 minutes to complete everything... I won't be going in too much details as just the important things people should know.

[Anmol-Sharma]

infact make it 60-70..

[Anmol-Sharma]

https://docs.google.com/presentation/d/12j5KZv1QqkxviTd4TRQzIDTq75U6isq8TyFe5Hm2DWo/edit?usp=sharing

Here this is the link to the presentations... although i'm still editing it... My system is having some issues so i'm not able to be fully productive... I'm hopefull that i'll be able to complete it by tonight

[Dawny33]

@Anmol-Sharma Awesome.

Just a random idea: Would it be good if we have a brief on ID3 too?

[Anmol-Sharma]

I wouldn't mind incorporating that if you want its just that right now its just too much to swallow... not for those who are aware but for those who are completely new... ok this is what i'll do.. i'll add a little overview of that too... although i'm still editing them as my system is in pretty bad state right now..

[shagunsodhani]

@Anmol-Sharma Maybe have them in the deck but decide weather to present or not depending on how the rest of the talks goes during the presentation.

[Anmol-Sharma]

@shagunsodhani cool... will keep your recommendation in thought.

[Dawny33]

Thanks a lot @Anmol-Sharma :)

[Need to upload slides and video]

[Anmol-Sharma]

My Pleasure @manojpandey @Dawny33

[manojpandey]

@Anmol-Sharma Would you like to take up Boosted methods (which were left in this meetup), for the upcoming meetup ? 😄

[Anmol-Sharma]

I would love to, but i don't know if i will be available in the next meetup. If i make it we can do this like a demo sprint or something where we can show people with code implementation this is how things are done and explain the inner details while showcasing demo. Plus it'll be easier for people to see