Natural Language Processing [NLP] is a method of communication with an Artificial Intelligence enabled system that can understand human languages. Natural Language Processing [NLP] training is all about learning those Artificial Intelligence [AI] concepts, tools and methodologies to develop such intelligent applications and services.
Natural Language Processing [NLP] has become an integral part of our lives as we interact with our computers and smartphones. We can type in faster using Natural Language Processing [NLP], while composing a message or a search query. Natural Language Processing [NLP] helps us autocomplete a word and suggests the next word for the rest of the sentence; such features are commonly used in messengers, search engines and online web forms. Our smartphones can appear to understand spoken questions and commands; search engines like Google use linguistic techniques to autocomplete or correct search queries and find relevant results matching closely to search queries; websites are offering automatic translation. A spell checker helps us remove typos and incorrect spellings. A grammar checker alerts us to use correct punctuations, a right preposition or article. Detection of spam emails, classification of emails are also few common applications of NLP. Microsoft’s virtual assistant Cortana and Amazon’s Alexa are becoming more popular. Commercial organizations started using NLP enabled Chatbots for customer interactions. NLP is omnipresent and will become more powerful and useful in coming years.
Two major components of Natural Language Processing [NLP] are Natural Language Understanding (NLU) and Natural Language Generation (NLG). Many open source tools, packages, Deep Learning toolkits, and many commercially available APIs are available for such NLP algorithms. Advantages and limitations of these will be discussed in our Natural Language Processing (NLP) training Course in Pune. With latest advancements in the field of AI, the deep machine learning helps us build our own NLP solutions.
Our Natural Language Processing [NLP] training in Pune will enable the learner to solve practical challenges of extracting information from text and voice data, process and analyze various aspects of speech or text and produce meaningful phrases and sentences in the form of natural language. Learn the five major tasks in natural language processing, such as Classification, Matching, Translation, Structured Prediction, and Sequential Decision Process.
You will learn to use Python NLTK (Natural Language Toolkit), a suite of libraries for Natural Language Processing to perform the followings in our Natural Language Processing [NLP] Course in Pune.
- Part-Of-Speech Tagging (POS)
- Chunking: identification of parts of speech and short phrases (like nouns, verbs, adjectives, etc.)
- Grouping words into syntactically correlated phrases
- Generate thesaurus automatically by analyzing a collection of documents through exploiting word cooccurrence, using a shallow grammatical analysis of the text and exploiting grammatical relations or grammatical dependencies
- Name Entity Recognition (NER)
- Stemming and lemmatization
- Semantic Role Labeling (SRL)
- Word Embedding
- Constructing NLP Pipeline
- Machine translation
By the end of our Natural Language Processing [NLP] training in Pune, the learner should be able to build Deep Learning Models to teach the computer to do tasks such as Speech Recognition, Sentiment Analysis, Language Translation, Automatic Summarization, Creating Chatbot Application and many more.
We are the pioneer in providing exclusive Artificial Intelligence Training Courses in Pune, imparting classroom training since the year 2014. Our AI Course curriculums are carefully designed for the learner to be able to work on relevant projects at the end of the desired course. Our classroom training on Natural Language Processing (NLP) Course in Pune is one of our Artificial Intelligence Courses in Pune, which facilitates ample hands-on sessions, besides providing necessary study materials along with many reference E-books, assignments, and code samples. Our Natural Language Processing (NLP) course in Pune provides a thorough understanding of the fundamental concepts and advances in Deep Learning with a special focus on Natural Language Processing (NLP) topics along with sizable number of use cases. Our team of senior Data Scientists take utmost care to choose relevant topics in the curriculum to ensure that the learner is capable of developing NLP products at the completion of our Natural Language Processing (NLP) course in Pune. Our trainers are senior Data Scientists from the industry with extensive experience on implementation of diverse types of NLP Projects.
Topics covered are followings;
- Deep Learning Fundamentals
- Installation of Libraries
- Deep Learning Frameworks & Architectures
- Understanding Keras with Code examples
- Stochastic Gradient Descent (SGD)
- Feed Forward Neural Networks
- TensorFlow Libraries
- Convolution Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Custom Metrics
- Hyperparameter tuning
- GPU Programming in Cloud: Case Study
- Distributed TensorFlow
- NLP Pre-processing with NLTK
- Remove stop words
- PoS Tagging
- Name entity recognition
- Syntactic parsing
- Word Embedding
- WORD2VEC (Skipgram & CBOW)
- Constructing NLP Pipeline
- Case Studies
- Sentiment Analysis
- Chatbot (Question Answering System)
- Automatic Summarization
- Language Translation
* Proficiency in Python (If you do not have, you may take up a separate course with us i.e. “Python for Data Science”)
* Sound knowledge of Machine Learning algorithm
Earn a certificate of completion following by placement support at the end of our Natural Language Processing (NLP) course in Pune.