Intellipaat NLP Training Using Python and NLTK is designed by leading AI experts. By enrolling in this NLP course, you will become proficient in text processing and classifying texts using the Machine Learning algorithms. Also, you thoroughly understand concepts such as Natural Language Processing, Text Mining, Text Classification, Tokenization, Lemmatization, Sentence Structure, Sequence Tagging, Language Modeling, and more using Python's Natural Language Toolkit (NLTK). Further, you can design your own text classifier with the help of practical demonstration sessions conducted at the end of each module in this NLP certification training.
This NLP Training and certification course will allow you to master all the core concepts of Natural Language Processing. Basically, you will learn about NLP and gain a wealth of hands-on experience using Python.
This online Natural Language Processing course is a complete package of theory and practical sessions where you can apply your learning in real-time exercises. You will learn about Text Processing, Text Classification, Tokenization, Text Mining, Lemmatization, Sentence Structure, Sequence Tagging, and Language Modeling, POS tagging, efficient usage of Python’s regular expressions, and Natural Language Toolkit.
This NLP certification course is developed to make you an expert in NLP using various machine learning and deep learning algorithms. You will be introduced to the concepts of natural language processing with Python and Natural Language Toolkit (NLTK). A few of the many topics that you will become proficient in are as follows:
This NLP certification course is suitable for the following professionals:
The candidate must be proficient with Python programming language and have a basic understanding of Machine Learning.
According to Indeed, the average salary of an NLP professional is around US$138,680/year.
NLP market is speculated to grow to US$26.4 billion by 2024 with CAGR of 21%.
One of the principal disciplines of AI, Natural language processing is used to solve uses analysis tools to read data from large amounts of natural language data to arrive at meaningful conclusions. It involves using the ML algorithms to recognize, categorize, and extract natural language rules to transform unstructured language data into a form that computers can understand.
Now, the current job openings are quite high w.r.t its supply. Therefore, by enrolling yourself in a substantive NLP course, you will become eligible to apply for such high paying jobs.
In the field of AI, NLP is one of the most complex areas requiring specific expertise. Since this is one of the most difficult problems to solve, it is also one of the highest-paying jobs. However, by registering for an NLP course (such as Intellipaat’s NLP training), you can easily learn this difficult subject, which covers all core topics and gives you the opportunity to work on a variety of practical projects. This way, you can not only learn but also use your knowledge to solve real-world business problems.
If you belong to IT, you must be aware of the fact that AI is the future. Now NLP is a fusion of ML, AI, and linguistics that enables us to communicate with machines! If you learned this interesting topic, you can easily harness unstructured data, perform sentiment analysis, integrate BI into chat bots, create your own personal assistant, and more.
This area is undoubtedly one of the most profitable areas and entails high pay, a high level of learning. To shape your future in this field, you should choose industry-recognized NLP training.
Introduction to Natural Language Processing (NLP), Introduction to Text Mining, importance and applications of Text Mining, how NPL works with Text Mining, writing and reading to word files, OS Module, Natural Language Toolkit (NLTK) Environment.
Hands-on Exercise: Learning Natural Language Toolkit and NLTK Corpora, reading and writing .txt files to/from local drive, reading and writing .docx Files to/from local drive.
Various Tokenizers, Tokenization, Frequency Distribution, Stemming, POS Tagging, Lemmatization, Bigrams, Trigrams & Ngrams, Lemmatization, Entity Recognition.
Hands-on Exercise: Learning Word Tokenization with Python regular expressions, Sentence Tokenizers, Stopword Removal, Bigrams, Trigrams, and Ngrams, Named Entity Recognition, and POS Tagging.
Overview of Machine Learning, Words, Term Frequency, Count Vectorizer, Inverse Document Frequency, Text conversion, Confusion Matrix, Naiive Bayes Classifier.
Hands-on Exercise: Demonstration of Count Vectorizer, Words, Term Frequency, Inverse Document Frequency, Text conversion, text classification, and Confusion Matrix.
Language Modeling, Sequence Tagging, Sequence Tasks, Predicting Sequence of Tags, Syntax Trees, Context-Free Grammars, Chunking, Automatic Paraphrasing of Texts, Chinking.
Hands-on Exercise: Demonstration of Syntax Trees, Chunking, Automatic Paraphrasing of Texts, and Chinking.
Distributional Semantics, Traditional Models, Tools for sentence and word embeddings, an overview of Topic Models.
Hands-on Exercise: Embedding word and sentence.
Introduction to task-oriented Dialog Systems, Natural Language Understanding, Dialog Manager.
Hands-on Exercise: Design your own Dialog System.
Project: Analyze Movie Review Data with NLP
Problem Statement: Perform sentiment analysis on a given dataset to analyze movie reviews
Project Description: In this project, as an NLP engineer, your job is to pre-process the data using tokenization and lemmatization and then develop an understanding of the different components of the data by identifying different parts of the speech and named entities in the text. After having a sufficient understanding of the attributes and syntactic structure of the text, perform a sentimental analysis task on the data by classifying whether movie reviews are positive or negative.
In this project, you will edit the dataset “Movie Reviews“, which is included in NLTK Corpus. The dataset contains multiple positive and negative reviews retrieved from the imdb.com.
The entire NLP training course content is designed by industry professionals to get the best jobs in the top MNCs.
At the end of the training program, there will be quizzes that perfectly reflect the type of questions asked in the respective certification exams and helps you score better marks in the certification exam.
Intellipaat Course Completion Certification will be awarded on the completion of Project work (on expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
Intellipaat offers comprehensive training in NLP (Natural Language Processing) Training Using Python followed by hands-on real-world projects and case studies. As part of the training, you will learn the fundamentals of Natural Language Processing, Text Classification and Processing, Natural Language Toolkit, and Sentence Structure. Upon successful completion of the training, you will be awarded the Intellipaat Natural Language Processing Certification.
As part of this online course, you will be working on real-time projects that have high relevance in the corporate world, step-by-step assignments, and curriculum designed by industry experts. This course assists you to fast track your career effortlessly. Upon completion of the online course, you can apply for some of the best jobs in top MNCs around the world at top salaries. Intellipaat offers lifetime access to videos, course materials, 24/7 Support, and course material upgrading to the latest version at no extra fees. Hence it is clearly a one-time investment for lifetime benefits.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering the 24/7 query resolution, and you can raise a ticket with the dedicated support team at anytime. You can avail of the email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our trainers.
You would be glad to know that you can contact Intellipaat support even after the completion of the training. We also do not put a limit on the number of tickets you can raise for query resolution and doubt clearance.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.