abhiramr

If you're a data science enthusiast, you're in the right time at the right place. The number of opportunities and places to learn have never been higher.

While the learning push still has to be your own and you need to put in the work, it doesn't have to Completely be a solo activity.

I'm focusing here only on free recommendations. Because while there are a lot of "academies", I'm not in favor of most of them without first gauging your own motivation levels.

There are a few meetups that keep happening in the city :

• https://www.meetup.com/bangpypers/
• https://www.meetup.com/bangalore-ai-tech-talks/events/290428777/
• https://www.meetup.com/bangalore-julia-programming-language-meetup-group/events/290364601/

abhiramr

import os
import pandas as pd
from datetime import datetime

start = datetime.now()
os.system("conda env list --json > /tmp/env_list.json")

with open("/tmp/env_list.json") as f:
    f = f.readlines()

abhiramr

str_module_daily_health="modules_daily_report.html"
str_build_date="Build Date"
str_pass="Passed"
str_fail="Fail"

abhiramr

Some questions that I typically float in our book club - Broke Bibliophiles Bangalore

These questions can be adopted by anyone :) Website : https://brokebibliophilesbangalore.com

Rule 1: We will not pick a specific book to discuss.

Rule 2: Talk about any book you've read in the last month.

Rule 3: All forms of reading are encouraged. (Audiobooks/E-books/Book books)

Rule 4: Yes. Newspapers count as well. So do magazines. So do long blogs.

Rule 5: All readers must try their hand at writing. At some point.

abhiramr

• https://machinelearningmastery.com/make-predictions-scikit-learn/
• https://heartbeat.fritz.ai/understanding-tree-based-machine-learning-methods-5c2206a9d5f9
• https://blog.dataiku.com/tree-based-models-how-they-work-in-plain-english
• https://spark.apache.org/docs/1.6.3/mllib-evaluation-metrics.html
• https://www.analyticsvidhya.com/blog/2016/04/tree-based-algorithms-complete-tutorial-scratch-in-python/
• http://scipy-lectures.org/packages/scikit-learn/index.html
• https://stats.stackexchange.com/questions/316076/gradient-and-hessian-of-the-mape?noredirect=1#comment858709_316076
• https://stats.stackexchange.com/questions/299712/what-are-the-shortcomings-of-the-mean-absolute-percentage-error-mape/299713#299713

abhiramr

• https://www.reddit.com/r/dataengineering/comments/ilr6er/modern_data_engineer_roadmap_2020/
• https://www.reddit.com/r/MLQuestions/comments/ilybmr/ml_in_production/
• https://github.com/datastacktv/data-engineer-roadmap

abhiramr

Aarzu

So, about rotis. I'm going to break it into several parts and talk about each. Please note these are Punjabi phulkas because that is what I make at home and don't like any other.

1. Dough- water should be roughly around 65-70% of the flour. You need to make it at least half an hour early and keep. Kneading is important to get the whole thing together. Once kneaded, if you feel it's too dry or wet, adjust water/flour accordingly. You can use dahi whey or milk whey to mix in as well, just adjust liquid quantity.

abhiramr

• The Dutch House : Gayathri
• Data Feminism : Soumya
• Crooked Kingdom: Abhiram
• Love in the times of Cholera : Kapil
• Becoming : Anna Maria
• academic dissertation on South Asian households : Rizowana
• I've Never Been (Un) happier : Abhilasha Iyer
• 12 rules for life : Meenu Singh
• Mind without fear : Ashwini Chikmath
• India After Gandhi : Seethalakshmi

abhiramr

How We Ran our First Online Broke Bibliophiles Bangalore Event -

1: Identify number of possible participants

This is important because it lets you make decisions about the total event's duration and also, Step 3 depends on this because if you're using a free service, each of them have a different limit. We have an offline limit of 20. So I decided to keep it at 10-12 this time. We had a max of 12 people at any given period this time.

2: Decide what you want to do in the event:

We decided to follow the same model as we do in our offline meetups - go around the group and talk about the books we've read. The order was based on the order in which people joined the meetup.

3: Identify the video conferencing service you want to use

Options -

abhiramr

python manage.py shell