HOME > COURSES
IME SERIES FORCASTING WITH PYTHON FOR DATASCIENCE 60 hours ₹ 72,000₹ 80,000 10% Discount

About the Trainer:

Name: Dr. V.P. Nanthini Sundar
Degree: Ph.D
Total Experience: 14+ Years
Average Rating of this course: 5 / 5
Know More @: https://www.vpntrainer.com/About.html

A branch of artificial intelligence (AI), NLP lies at the heart of applications and devices that can translate text from one language to another, recognize or authenticate users based on voice, summarize large volumes of text, respond to typed or spoken commands, assess the intent or sentiment of text or speech, generate text or graphics or other content on demand often in real time.

NLTK, or Natural Language Toolkit, is a Python package that we can use for NLP. A lot of the data that we could be analyzing is unstructured data and contains human-readable text. Before we can analyze that data programmatically, we first need to preprocess it.

Today most people have interacted with NLP in the form of voice-operated GPS systems, digital assistants, speech-to-text dictation software, customer service chatbots, and other consumer conveniences. But NLP also plays a growing role in enterprise solutions that help streamline and automate business operations, increase employee productivity, and simplify mission-critical business processes..

This course will essentially include Feature Extraction Project using NLTK(Supervised),Project using NLTK(Unsupervised), Chatbot creation, working with Numerical Calculator, Bag of Words, TF-IDF, Word Embedding, CBOW and Skipgram Word2vec NLP,Recurrent Neural Network in-depth Intuition and NLP Application, Backpropagation in Recurrent Neural Network and NLP Application,LSTM Recurrent Neural Network in Depth Intuition, Encoder, Decoder and many more topics from basics to advance.

This course will equip you to be an expert in NLP. You will acquire wide practical exposure to expand your business / company by enhancing your existing application with this well curated comprehensive NLP course.

This course is open to both engineering and arts college students. Upon successful completion they will certainly get a good job with nice package. And is suitable for working professionals as well who wish to have their domain change. This course is for everyone being fresh graduates, pre final year trying for placements (both computer and non computer engineering / arts), UG, PG to be graduates, working professionals seeking for domain change/ new offer with nice package and for professors from any department and research scholars, and to all UG, PG students who wish to do final semester project using Python. 25+ projects will be taught and new challenges will be given based on participants wish to make them try on their own.

  • NLP Overview
  • Prerequisites for NLP for ML and DL
  • Pre-Processing
  • Feature Extraction
  • Project using NLTK(Supervised)
  • Project using NLTK(Unsupervised)
  • Creating Chatbot
  • Working with Numerical Calculator
  • Bag of Words, TF-IDF, Word2Vec NLP and Quiz
  • TF-IDF with Practical Application NLP and Quiz
  • Word Embedding, CBOW and Skipgram Word2vec NLP and Quiz
  • Training Word2Vec from Scratch and AvgWord2vec in-depth Intuition
  • Recurrent Neural Network in-depth Intuition and NLP Application
  • Backpropagation in Recurrent Neural Network and NLP Application
  • LSTM Recurrent Neural Network in Depth Intuition and NLP Application
  • Word Embedding Layer and LSTM Practical Implementation in NLP Application
  • LSTM Practical Implementation in NLP Application
  • Transformers In-depth Architecture Understanding
  • Attention Based Model
  • Transfer Learning in NLP Projects
  • GRU
  • Encoder and Decoder Attention
  • GPT Model
  • Text to Speech
  • Speech to Text
  • Spell Corrector
  • Named Entity Recognition
  • NER using BERT
  • Machine Translation and Keyword Spotting
  • Keyword Extractor and Summarization
  • Brand Measures Project
  • Rephrase Project
  • Why RNNs are needed? RNN vs ANNs
  • RNN Applications
  • RNN – Forward Propagation- Architecture
  • RNN Code using Keras – Sentiment Analysis
  • Types of RNNs- Many to many, one to many, many to one RNN’s
  • How BackPropagation works in RNN- BackPropagation through time
  • Problems with RNN
  • Implementing word Embedding using Keras – NLP/DL
  • Fake News Classifier using LSTM – DL
  • Bidirectional RNN indepth intuition – DL
  • Fake News Classifier using LSTM – RNN
  • Sequence to Sequence Learning with NN- Encoder and Decoder maths intuition
  • Encoder and Decoder – Neural ML Language Translation with Keras – DL
  • Problems with encoders and decoders – maths intuition
  • Text Generation with Transformers – GPT
  • Topic wise case discussion and related projects

  • Avail Live Instructor-Led Online Class for NLP course.
  • Gain thorough knowledge in NLP.
  • Hands on session will be provided for each topic with due homework and assignments.
  • Each session is packed with related content, hands-on learning, and opportunities to ask questions.
  • We will provide Top 100+ Latest Natural Language Processing Interview Questions & Answers.
  • Vpntraining solutions will conduct Mock Interview on NLP towards the end of this Course.
  • We will assist you to build your resume according to your Skill Set & Experience.
  • Course Duration is 60 hrs with total Hands-on Training.
  • Our hands-on learning method not only helps you learn faster but also helps you see how quickly to apply your knowledge.
  • Weekdays classes will be for 1 hr starting from 6.30 am IST to 9 pm IST and weekend classes will be for 2 hrs between 10.30 am to 9 pm IST.
  • Flexible timeslots can be chosen.
  • You can choose 1:1 Online Classes for NLP Course at your flexible timing.
  • Distinct batch for Fresher’s and Experienced Candidates will be provided.

Contact Dr. V. P Nanthini Sundar to proceed further!
☎    Mobile Number:   +91 9176784926
✉    Email ID:   support@vpntrainer.com
    LinkedIn: https://www.linkedin.com/in/dr-v-p-nanthini-sundar-31370161/