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Machine Learning

Keywords / Skills : Machine Learning, Natural Language, Text Mining, NLP, Artificial Intelligence, Neural Networks

1 - 5 years
Posted: 2018-02-14

Industry
ITES/BPO
IT/ Computers - Software
Function
Customer Service/ Call Centre/ BPO
IT
Role
Team Leader
Posted On
14th Feb 2018
Job Description
 Computer Vision:

 Image Processing: Morphological Processing, Segmentation, Object Identification and Localization.

 Should be good in linear algebra, matrix, if worked on OCR system will be a plus.

 Machine Learning:

 Feature Engineering: Feature Extraction, Feature Selection, Sample Estimation, Principal Component Analysis, Linear Discriminant Analysis, etc.

 Classification: SVM, ANN, Bayes, Decision Tree, Random Forest, etc.

 Clustering: K-Means, Hierarchical Clustering, Density-based spatial clustering of applications with noise (DBSCAN), etc.

 Model Selection: Precision/Recall/F1 Score, K-Fold Cross Validation, Overfitting, Underfitting, etc.

 Natural Language Processing:

 Named Entity Recognition, Information Retrieval, Document Classification, Query Parsers, Language Modelling, Grammar Generation.

 Advance Machine Learning: Convolution Neural Networks, Recurrent Neural Network, Long-Short Term Memory, Application of these techniques with respect to computer vision and natural language processing would be a plus.

 Technical Skills: Python, python libraries: numpy, pandas, sklearn, tensorflow, NLTK, etc.textblob, genism, corenlp.

 Knowledge of the OCR/ICR system would be recommended



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