Tathagat Banerjee's repositories
HOME-AUTOMATION-EMBEDDED-TO-ML
This is a complete home helping one to predict temperature , weather ,fertilizers , will detect face and weapon for security , pet watering , IOT device , ldr and door lock is installed
HouseHold-Electric-Power-Consumption
Time Series Analysis by LSTM networks
Balck-Friday
A Challenge posted by Analytics Vidhya ranked 835 out of 27832 competitors used multiple regressors finally a score of 2929.03 RMSE
Breast-Cancer
The doccument and data to analyze and predict the presence of breast cancer in a living being with an accuracy of 98.203% in validation . This was in a kaggle competition where i ranked 304 out of about 300 thousand competitors
Complaint-BOX
The complaint box consists of an administrator as well as a student portal . The user has tobuilt a viw frame for administrative purpose .
CPP-basics
BAsics of c++
Data-Base-Management-System
Query and Code Files Available
Final-Mosquitoo-Analyst
Final Mosquitoo Analyst
Head-Count
Crowd Counter
HouseSalesKaggle
A solution to a problem posted by kaggle over different attributes effecting the sales of a house
Humanoid-robotic-ARM
An important part of a complete humanoid . We managed to create a humanoid arm with a 3d printed structure , taking help of nub wires and semi plastic material the hand could lift objects , handshake and predict heart rate and temperature.
Linked-LIST
Basics of DATA-STRUCTURE
Machine-Learning-Basics
Tutorials of Machine Learning
Machine-Learning-Spark
Using pyspark for ML
Malaria-Detection
A kaggle competition Malaria picture dataset analysis
movie-genre-visualizer
movie genre visualizer
Number-Digit-Recognition
A neural network to predict a hand written digits
R-tutorials
A brief discription on how R works
Ship-Navigator-
Computer Vision , Neutral Networks
Target_Audience_analysis
A Logistic Regression Classifier to work with an analysis of target according to a givenset of variables
TimeSeriesAnalysis
TimeSeriesAnalysis Analytics vidhya hackathon Challenge . Recieved a rank of 600 out of 12500 competitors
Twitter-Sentiment-Analysis
Basic Sentiment analysis
Wine-Quality-
A data set to understand and predict the quality of wine , with a RMSE of 0.36 XGBOOST and other gradient Algos are used.