DTS AI and RPA development team provides following.
Image identify and detection by Yolo2.
Image detection to classify binary value for trading market by CNN.
RNN for trading market prediction. (Stock exchange and cryptocurrency)
Arbitrage bot design
Design RPA module for bot program module.
Mind upload to collect personal knowledge using Ontology.
Autonomous Decentralized Multi-Layered Cache System Architecture for hybrid blockchain network
1)Autonomous Processing Data Field: P-DF
2)Autonomous Content Data Field: C-DF
3)Autonomous Processing Node: P-Node (L3 cache node)
4)Autonomous Content Node: C-Node (L4 cache node)
Supported RPA and AI modules
Annotated Data
Annotated Data
LSTM Architecture: It will start by implementing the LSTM cell for a single time-step. Then we can iteratively call it from inside a for-loop to have it process input with Tx time-steps.
General Visualization Analysis 
Rolling Mean on Time series (Predicted and the actual prices with respect to time after training the Recurrent Neural Network model)
A rolling analysis of a time series model is often used to assess the model’s stability over time. When analyzing financial time series data using a statistical model, a key assumption is that the parameters of the model are constant over time.
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