The loan is to develop National Investment and Manufacturing Zone (NIMZ) at Medak and a pharma NIMZ in Hyderabad.
The decision to give guarantee for the Corporation to obtain a loan of Rs 784 crore from HUDCO was taken at a meeting of Telangana cabinet here, a release from the Chief Minister's Office said.
NIMZs are mega industrial zones or integrated townships with world-class supporting infrastructure.
Government also decided to give guarantee for the Agriculture Department to obtain a Rs 1,000-crore loan from NABARD, it said. The loan is to promote micro irrigation.
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Alleging that AP government is writing letters to the Centre with "lies" though Telangana is building projects as per its share of water in Krishna and Godavari, the cabinet decided that a team led by Irrigation Minister T Harish Rao should go to Delhi.
The team should meet Union Minister (for Water Resources) and the officials of Krishna Board (River Management) to "explain the facts", the release said.