Stop spreading false information the GITA IS NOT A BIBLE nor is it regarded as a bible and its not a story book ....... The Bhagavad Gita is the Bhagavad Gita ! Its a religious Holy book that needs to be treated with respect . The research you present on sanskrit to english translations are grossly misleading Every single sanskrit to English translated text by ISCON & various others are disputed online . If your goal was to do SENTIMENT analysis on random made up text than GOOD JOB . This research has no merit of sentiment analysis on bhagavad Gita As the data you are doing it on is disputed & incorrect in the first place. The data you using is not clean , not correct & not vetted , unless and untill you do a context based sentiment analysis on Sanskrit language which will involve you creation of a sanskrit corpus your research title and data has no merit because the translated data you use is Tainted. Judging by how you presented this if this all is just for fun than its ok but if this is actually formal research than it's unacceptable conduct . Lots of things wrong eg the Joking criteria in the results there are no jokes in the Gita and just because some dataset had it doesnt mean you continue to use it . Data clearing involves removing incorrect attributes and correcting things . Sorry If I sound rude but there so much wrong going on in here if this actually a professional research. than there was ABSOLUTE DATA PROCESSING FAILURE.....There was No data cleaning , Tainted data , Redundant Attributes used , justifying prominent datasets like its factual information . Moreover The results and graphs look smart for people who don't know DATA SCIENCE but in actuality they are not credible due to DATA Processing Failure & Questionable sources. Are you giving this lectures at a university ?

Great interview doc. Will definitely read your papers that you have mentioned.

Proud of you 🙂

Good presentation just one feed back . A validation dataset is a sample of data held back from training your model that is used to give an estimate of model skill while tuning model’s hyperparameters. The validation dataset is different from the test dataset that is also held back from the training of the model, but is instead used to give an unbiased estimate of the skill of the final tuned model when comparing or selecting between final models. This is why it is commonly expected to show validation results as well in presentations no matter how similar the data set is it is standardization , a check list item and one of the things that one is always expected to do and show case when presenting AI related projects..

Good work

Brilliant presentation and hats off to Dr Rohitash for conducting analysis and topic modeling for Bhagavad Gita and Upnishads, then try to share it with the audience in a simple manner in limited time.👏🙏

Wow! This is gold! So well composed and so much wisdom at such a young age. Dr Rohit your story needs to reach more people. So glad I came across this. Appreciate your hard work and effort for our beloved Fiji too.😊🙏

Very interesting presentation! 🔥

Boris asked a question @ 1:05:12 about why the bigram (pleasure, pain) is classified as an optimistic sentiment. I looked at the optimistic sentiment verses containing the bigram - (pleasure, pain) in the translation by Eknath Easwaran and have appended them here: 1. When the senses contact sense objects, a person experiences cold or heat, pleasure or pain. 2. Those who are unaffected by these changes, who are the same in pleasure and pain, are truly wise and fit for immortality. 3. They live in peace, alike in cold and heat, pleasure and pain, praise and blame. 4. Discrimination, wisdom, understanding, forgiveness, truth, selfcontrol, and peace of mind; pleasure and pain, birth and death, fear and courage, honor and dishonor; nonviolence, charity, equanimity, contentment, and perseverance in spiritual disciplines all the different qualities found in living creatures have their source in me. 5. Living beyond the reach of I and mine and of pleasure and pain; patient, contented, self-controlled, firm in faith, with all their heart and all their mind given to me with such as these I am in love. 6. That devotee who looks upon friend and foe with equal regard, who is not buoyed up by praise nor cast down by blame, alike in heat and cold, pleasure and pain, free from selfish attachments. 7. In this field arise desire and aversion, pleasure and pain, the body, intelligence, and will. 8. Not deluded by pride, free from selfish attachment and selfish desire, beyond the duality of pleasure and pain, ever aware of the Self, the wise go forward to that eternal goal. (While obtaining the bigrams and trigrams, the stopwords have been removed.) The bigram has been used in the reference that the mind should not be clouded by either pleasure or pain, or by other worldly influences. Only such a wise person who can detach himself from his actions is fit for immortality. All these verses have an underlying positive sentiment and have been classified as optimistic. Hope this help:)

Really interesting presentation. Informative, clearly and concisely presented 👍.

Fijjian Indian Astory by Munshi Prem chandra Gaura

wonderful Bhaiji

Kiraya kitna h hardware se rishikesh

A truly motivational message from an even more humble and inspiring person . May you continue to guide more individuals to find their success in life.

Thank you!

kzbin.info/www/bejne/h4K0Y4OZrNmrkLs

this is good!!! he was so frisky and fit

Wow..mate...i came accross this video randomly...n watched it..and then others kept being suggested by youtube and all of a sudden I saw yr title change to Dr Rohitash Chandra....n I came back to re watch this video to compare if you were the same guy and you were bro.wow...i can see how down to earth you are in yr young days and caring to yr mom and family and now you are a very successful academic and i reckon it's your mom and dads blessings bro that you excelled in yr hardwork.so proud of u mate.Just lost for words to see your success.more power to u mate.....®aul@Australia

Sanatan Convention Speech, 2014 Nadi

Beautiful

It was a success indeed

well done Rohitash....

Hindu Philosophy "Peace and Mind" - Dr. Rohitash Chandra

You guys rock