Please Help me.

i joined a company in September , i flew to Bangalore from Delhi and started working there ( on my own expense which was more than 20k ) i was told a total of 4 months training will be provided ( sophisticated training ) but it was not done further only after 13 days the company tried to deploy me to its client. my father got sick( he is a heart patient ) and i returned to Delhi and never went back. i recently joined another company and got a mail form previous one about paying them "dues". i did sign a contact ( on plain white paper ) about serving them for 3 years of paying them 2 lakhs the contract also stated that sophisticated training will be provided to me for 4 months which never happened. can they drag me to court and recover 2 lakhs from me ? company paid me a total of 10k ( as salary for 13 days , salary during 4 months was 24k and after that it was supposed to be 32k ) ..company did not spend anything on my training since i used my own laptop and watched videos from YouTube for learning so as such no sophisticated training was provided to me. since the company is in Bangalore can they call me back to Bangalore and force me to pay them ?