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NLP Course Overview
NLP, or Natural Language Processing, is part of AI related to understanding and processing human language through machines. The NLP Training mainly focuses on text mining, machine translation, classification of text, tokenization, NLTK, speech recognition, and more. All these skills will help you to become an expert NLP engineer. Also, you can earn a high-paying job with these skills.
HKR Trainings provides you with the best skills to learn NLP through interactive live sessions. Further, you will receive complete assistance in resume building, interview preparation, query resolving, and other support. This training will help you gain in-depth skills in various NLP (Natural Language Processing) concepts such as text processing, tokenization, POS tagging, etc.
The topics covered here include NLP basics, text mining process, tokenization, NLTK, and many more. Once you complete the assignments and project work, you will get an industry-recognized NLP Course completion certificate. Also, the dedicated HKR team will help you with every course-related query throughout the course. The trainer will also guide you correctly so you can quickly reach your dream career.
Prerequisites
To apply for the NLP Training, you need to either:
- You need to have a good foundation in mathematical concepts like linear algebra, calculus, probability and statistics
- You need to know at least one programming language like Python or R. You need to have a good understanding of OOPs concepts, algorithms and data structures.
- You need to have some basic data analysis and data visualisation skills.
NLP Course Content
The NLP course curriculum at HKR Trainings is designed and curated on the recommendations of industry experts. For an overall idea, please review the below details of various NLP modules.
- What is NLP?
- Importance of NLP
- How does Natural Language Processing work?
- Basics of NLTK (Natural Language Toolkit) Environment
- Introduction to Text Mining
- Importance of text mining
- Use of NLP in the text mining process
- Operating Systems Module
- Text mining applications
- Read & Write to text files and word files
- Reading and writing text to and from local drive
- About NLTK Corpora
- Deep analysis of NLTK environment
- Sequence Tagging
- Language Modeling
- Parsing Syntax Trees
- Sequence Tasks
- Automated Text Paraphrasing
- Chunking & Chinking process
- CFG- Context-free Grammars
- About Tokenization
- Types of Tokenizers
- Stemming process
- Lemmatization
- Identification of Entity
- POS Tagging
- Removing Stopwords
- Bigrams
- Trigrams
- Ngrams
- FD- Frequency Distribution
- NER-Named Entity Recognition
- Conventional Models
- Topic Models
- How to Embed words and sentences using Tools?
- Distributional Semantics
- About Machine Learning
- Use of TF- Term Frequency
- Text Conversions
- Validation of Count Vectorizer
- Use of IDF-Inverse Document Frequency
- Bow- Bag of Words
- Using Confusion Matrix
- Naive Bayes Classifier
NLP Projects
Analysis Of A Movie Review Dataset Using NLP
Through this project, you will analyze a movie review dataset by learning to preprocess data. Here, you will use tokenization and .....other processes to understand various data elements deeply. Read more
Facebook Sentiment Analysis
This project consists of overall concepts of NLP and helps a manager to make strategic decisions. You will learn about the setting..... of FB applications, the text mining process, identifying relevant information, making tokens ready, authenticating clients, fetching real-time FB posts, and many more. Read more
Corporate Training
Our Learners
NLP Online Training Objectives
NLP Training is all about making you aware of the Natural Language Processing that helps machines process learning human language. HKR Trainings provides the best NLP Training through domain experts in real-time with a hands-on learning system.
There are no specific prerequisites to start with NLP Training. But if the individual has skills in mathematics, statistics, and basic knowledge of programming language(s) will be an added advantage.
To start with the NLP Course online, you need to enroll yourself through the given option (Enrol Now), or you can contact our Customer Support team about the enrollment process or fill in your details in the Registration form and submit it. Our support team will connect with you as soon as possible and explain the entire process of the NLP program.
Once you attend all the classes and submit all the assignments/complete projects on time, you will get a recognized NLP Course Completion Certificate. Further, you can add the NLP certificate to your CV and share it with social networks like LinkedIn, Facebook, etc.
At HKR Trainings, an expert trainer with real-time domain experience in the NLP system will deliver the online NLP Training.
Yes, from the first day of your NLP Training, our trainer (s) will ensure you are clear with all the NLP concepts. Also, he will help you reach your dream job as soon as possible. After completing this NLP Training, you will receive resume preparation assistance and mock interview practice to improve your skills. Also, we are tied up with some corporate companies to help you get a job after the course. We will forward your updated resume/CV whenever there are requirements.
The NLP Certification will differentiate you from your non-certified peers. It will help you get more job opportunities with good salary packages from leading companies.
FAQ's
NLP refers to Natural Language Processing, a part of the AI field. It helps computer systems learn to read text, interpret, and communicate with humans in their natural language.
Individuals with good skills in mathematics, statistics, and computer programming skills can easily take up the NLP Course.
You will get the class recordings even if you miss the online class during your NLP Training. You can continue learning from where you left your course through these recordings.
Yes, at HKR, we provide a demo session for training seekers of NLP Training before they enrol. It will help them know the complete details of their training program and the quality of training.
Yes, of course! Apart from the training, we provide placement assistance when you complete your NLP Course. Right from the first day of your training, our trainer will ensure that you understand all the concepts of NLP. After completing the training program, our experts will assist you in preparing an updated resume, mock interviews, etc. It will help you get a dream job with good pay in a reputable organization.
You can contact our customer care team if you've more queries besides the questions addressed in this NLP Training article.
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