Natural Language Processing for Text Mining Training in Bangalore - ZekeLabs Best Natural Language Processing for Text Mining Training Institute in Bangalore India
Natural Language Processing for Text Mining-training-in-bangalore-by-zekelabs

Natural Language Processing for Text Mining Training

Natural Language Processing for Text Mining Course: Text & Speech are one the areas industry have always been excited about. This course targets to teach you all literature for Natural Language Processing. Most of the cutting edge stuffs happened in these areas using deep learning. All the pre-requisite deep learning training happens here.
Natural Language Processing for Text Mining-training-in-bangalore-by-zekelabs
Assignments
Natural Language Processing for Text Mining-training-in-bangalore-by-zekelabs
Industry Level Projects
Natural Language Processing for Text Mining-training-in-bangalore-by-zekelabs
Certification

Natural Language Processing for Text Mining Course Curriculum



Introduction to Numpy
Using NLTK for parsing Corpus
Understanding Corpora
Stemming and Lemmatization
Challenges with Word Tagging : Entity Disambiguation
Assignment 2 : Training and Testing an NER Tagger using CRF
One Hot Embedding
Word Embedding based on Topics : TF-IDF
Assignment 3 : Training Word2Vec using Skip Gram and CBOW
Introduction to Gensim
Assigning Topic to a Document and Word
Assignment : Sort NYTimes articles by popular Topics
Fundamentals of Machine Learning (Pipeline)
Gradient Descent
Assignment 5 : Training IRIS dataset for classification
Convolutional Layers vs Fully Connected Layers
Activation, Loss, Dropout
Optimizers
Introduction to Recurrent Models
Basics of LSTM and GRU
Overview of Keras for Sequence Modelling
Assignment : Text Autocomplete using RNN and Viterbi Decoding
Context Modelling using Encoder Decoder Models
Seq2Seq Models using Bi-RNN
Assignment : Use existing model to translate from English to French
Yelp review Classification
Identifying topic for News Articles
Horror Genre Novel's Author Predictio

Frequently Asked Questions


We have options for classroom-based as well as instructor led live online training. The online training is live and the instructors screen will be visible and voice will be audible. Your screen will also be visible and you can ask queries during the live session.

The training on "Natural Language Processing for Text Mining" course is a hands-on training. All the code and exercises will be done in the live sessions. Our batch sizes are generally small so that personalized attention can be given to each and every learner.

We will provide course-specific study material as the course progresses. You will have lifetime access to all the code and basic settings needed for this "Natural Language Processing for Text Mining" through our GitHub account and the study material that we share with you. You can use that for quick reference

Feel free to drop a mail to us at info@zekelabs.com and we will get back to you at the earliest for your queries on "Natural Language Processing for Text Mining" course.

We have tie-ups with a number of hiring partners and and placement assistance companies to whom we connect our learners. Each "Natural Language Processing for Text Mining" course ends with career consulting and guidance on interview preparation.

Minimum 2-3 projects of industry standards on "Natural Language Processing for Text Mining" will be provided.

Yes, we provide course completion certificate to all students. Each "Natural Language Processing for Text Mining" training ends with training and project completion certificate.

You can pay by card (debit/credit), cash, cheque and net-banking. You can also pay in easy installments. You can reach out to us for more information.

We take pride in providing post-training career consulting for "Natural Language Processing for Text Mining".



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