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NLP Training Course with Python

NLP Training Course with Python
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Live Online Classes starting on 17th Dec 2022
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Why enroll for Natural Language Processing (NLP) Training?

pay scale by Edureka courseAccording to Forbes, the global NLP market size is estimated to reach $91 Billion by 2030, growing at a CAGR of 27% during the forecast period.
IndustriesThe major players operating in the NLP market are Google, IBM Corporation, Amazon Web Services, Meta, Apple, etc. having huge demand for NLP experts.
Average Salary growth by Edureka courseAs per Indeed.com, the average salary for a Data Scientist with NLP experience is $132,966 per year in the United States and $6,000 cash bonus per year.

Instructor-led NLP using Python Training live online Training Schedule

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NLP with Python Training Benefits

NLP is a subfield of AI, majorly concerned with processing and understanding human language by machines. It has grown in popularity for its ability to power applications that are proving to be helpful for organizations and improves the accuracy and efficiency of business processes. The technology is gaining tremendous traction and has vast potential for the Data Science industry, where the data is growing exponentially. The best way to land you a good job with a handsome salary in this domain is to get NLP with Python Certification.
Annual Salary
Data Scientist average salary
Hiring Companies
 Hiring Companies
Annual Salary
NLP Research Scientist average salary
Hiring Companies
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Annual Salary
NLP Engineer average salary
Hiring Companies
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Why Natural Language Processing (NLP) Training from edureka!

Live Interactive Learning

Live Interactive Learning

  • World-Class Instructors
  • Expert-Led Mentoring Sessions
  • Instant doubt clearing
Lifetime Access

Lifetime Access

  • Course Access Never Expires
  • Free Access to Future Updates
  • Unlimited Access to Course Content
24x7 Support

24x7 Support

  • One-On-One Learning Assistance
  • Help Desk Support
  • Resolve Doubts in Real-time
Hands-On Project Based Learning

Hands-On Project Based Learning

  • Industry-Relevant Projects
  • Course Demo Dataset & Files
  • Quizzes & Assignments
Industry Recognised Certification

Industry Recognised Certification

  • Edureka Training Certificate
  • Graded Performance Certificate
  • Certificate of Completion

About your Natural Language Processing (NLP) Training

Skills Covered

  • Python Programming
  • Text Mining
  • NLTK Corpora
  • Tokenization
  • Text Classification
  • TF-IDF

Tools Covered

  • HIVE -  tools
  • HIVE -  tools
  • HIVE -  tools
  • HIVE -  tools
  • HIVE -  tools
  • HIVE -  tools

NLP with Python Course Curriculum

Curriculum Designed by Experts
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Introduction to Text Mining and NLP

8 Topics

Topics

  • Overview of Text Mining
  • Need of Text Mining
  • Natural Language Processing (NLP) in Text Mining
  • Applications of Text Mining
  • OS Module
  • Reading, Writing to text and word files
  • Setting the NLTK Environment
  • Accessing the NLTK Corpora

Hands-On

  • Install NLTK Packages using NLTK Downloader
  • Accessing your operating system using the OS Module in Python
  • How to read json format, understand key-value pairs, and for that matter, understand uses of pkl files

Skills You Will Learn

  • Reading & Writing .txt Files from/to your Local
  • Reading & Writing .docx Files from/to your Local
  • Working with the NLTK Corpora

Extracting, Cleaning and Preprocessing Text

9 Topics

Topics

  • Tokenization
  • Frequency Distribution
  • Different Types of Tokenizers
  • Bigrams, Trigrams & Ngrams
  • Stemming
  • Lemmatization
  • Stopwords
  • POS Tagging
  • Named Entity Recognition

Hands-On

  • Regex, Word, Blankline, Sentence Tokenizers
  • Bigrams, Trigrams & Ngrams
  • Stopword Removal
  • UTF encoding, dealing with URLs, hashtags
  • POS Tagging
  • Named Entity Recognition (NER)

Skills You Will Learn

  • Tokenization
  • Stopword Removal
  • UTF encoding
  • POS Tagging
  • Named Entity Recognition (NER)

Analyzing Sentence Structure

5 Topics

Topics

  • Syntax Trees
  • Chunking
  • Chinking
  • Context Free Grammars (CFG)
  • Automating Text Paraphrasing

Hands-On

  • Parsing Syntax Trees
  • Chunking
  • Chinking
  • Automate Text Paraphrasing using CFG’s

Skills You Will Learn

  • Chunking
  • Chinking
  • Automate Text Paraphrasing

Text Classification-I

5 Topics

Topics

  • Machine Learning: Brush Up
  • Bag of Words
  • Count Vectorizer
  • Term Frequency (TF)
  • Inverse Document Frequency (IDF)

Hands-On

  • Demonstrate Bag of Words Approach
  • Working with CountVectorizer()
  • Using TF & IDF

Skills You Will Learn

  • Bag of Words
  • CountVectorizer()
  • TF-IDF

Text Classification-II

3 Topics

Topics

  • Converting text to features and labels
  • Multinomial Naive Bayes Classifier
  • Leveraging Confusion Matrix

Hands-On

  • Converting text to features and labels
  • Demonstrate text classification using Multinomial NB Classifier
  • Leveraging Confusion Matrix

Skills You Will Learn

  • Converting text to features and labels
  • Text classification
  • Confusion Matrix

In Class Project

1 Topics

Topics

  • Sentiment Classification on Movie Rating Dataset

Hands-On

  • Implement all the text processing techniques starting with tokenization
  • Express your end to end work on Text Mining
  • Implement Machine Learning along with Text Processing

Skills You Will Learn

  • Sentiment Analysis

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NLP Certification Course Description

About the Natural Language Processing Course with Python

Edureka's NLP Training Course focuses on step by step guide to NLP and Text Analytics with extensive hands-on using Python Programming Language. This Online NLP course has been packed up with a lot of real-life examples, where you can apply the learned content to use. Features such as Semantic Analysis, Text Processing, Sentiment Analytics, and Machine Learning have been discussed as a part of this NLP training. This Natural Language Processing course is for anyone who works with data and text– with good analytical background and little exposure to Python Programming Language. It is designed to help you understand the important concepts and techniques used in Natural Language Processing using Python Programming Language. You will be able to build your own machine learning model for text classification. Towards the end of this NLP Certification course, we will be discussing various practical use cases of NLP in the python programming language to enhance your learning experience.

Why learn Natural Language Processing or NLP?

Natural Language Processing (or Text Analytics/Text Mining) applies analytic tools to learn from collections of text data, like social media, books, newspapers, emails, etc. The goal can be considered to be similar to humans learning by reading such material. However, using automated algorithms we can learn from massive amounts of text, very much more than a human can. It is bringing a new revolution by giving rise to chatbots and virtual assistants to help one system address queries of millions of users.

NLP is a branch of artificial intelligence that has many important implications on the ways that computers and humans interact. Human language, developed over thousands and thousands of years, has become a nuanced form of communication that carries a wealth of information that often transcends the words alone. NLP will become an important technology in bridging the gap between human communication and digital data.

Why Learn Python for NLP?

Python has been one of the premier, flexible, and powerful open-source languages that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. It has evolved as the most preferred Language for Data Science and NLP and the increasing search trends also indicate that it is the Next Big Thing and a must for Professionals in the Data Science domain.

What are the objectives of our NLP Training using Python?

After completing this Natural Language Processing with Python Certification course, you will be able to:
  • Use basics of Natural Language Processing in the most popular Python Library: NLTK
  • Apply techniques to access or modify some of the most common file types
  • Using python notebooks, learn the art of step by step text processing
  • Gain insight into the 'Roles' played by an NLP Engineer
  • Use Bag of Words Modelling and Tokenization of Text
  • Use n-Gram Models to model and analyze the Bag of words from Corpus
  • Manipulate text to vector using word frequency count, tf-idf etc.
  • Work with real-time data
  • Demonstrate Sentiment Analysis one of the most interesting applications of Natural Language Processing
  • Gain expertise to handle business in future, living the present

  • Edureka offers the best online course for NLP. Enroll now with our Natural Language Processing with Python training and get a chance to learn from industrial giants.

    What specific job roles will I apply for after completing this NLP Training?

    Several job roles are available in the recent market after completing this NLP course. Some of the job roles are
  • Data Scientist
  • NLP Research Scientist
  • NLP Engineer
  • Data Analyst
  • Analytics Manager
  • NLP Specialist

  • Who should go for this NLP with Python online course?

  • Developers aspiring to be a Data Scientist
  • Analytics Managers who are leading a team of analysts
  • Business Analysts who want to understand Text Mining Techniques
  • 'Python' professionals who want to design automatic predictive models on text data

  • What are the prerequisites for this NLP with Python Training?

    The prerequisites for Edureka's Natural Language Processing with Python training course include the fundamental understanding of Computer Programming Languages, particularly Python. However, you will be provided with complimentary “Python for Data Science” as a self-paced course once you enroll in the NLP with Python certification course.

    How to enroll in this NLP Training course online?

    You can easily enroll through our website using your email address and Phone number. Our 24x7 Support team is helping you complete the enrollment and registration process. If you need clarification about this online NLP Course, you can use the chatbots and Edureka support team will contact you immediately.

    What are the modules I can learn from this Online NLP training course?

    Edureka’s Online Natural language Programming course modules are
  • Text Mining in NLP
  • Extraction, cleaning and Processing Text
  • Analyzing the sentence structure
  • Text Classification and other related topics.

  • What are the system requirements for our NLP Certification Training?

    You don’t have to worry about the System Requirements as you will be doing your Practical on a Cloud LAB environment. This environment already contains all the necessary software that will be required to execute your practicals.

    How will I execute the practicals in this NLP with Python training course?

    You will do your Assignments/Case Studies using Jupyter Notebook that is already installed on your Cloud LAB environment whose access details will be available on your LMS. You will be accessing your Cloud LAB environment from a browser. For any doubt, the 24*7 support team will promptly assist you.

    NLP with Python Certification Projects

     certification projects

    Industry: Social Media

    You as NLP expert have to cluster BBC news articles with respect to 5 domains namely: Business, Entertainment, Politics, Sports, Tech.
     certification projects

    Industry: Sports

    You as NLP expert have to parse syntax trees across the FIFA World cup dataset.

    NLP Certification

    To unlock the Edureka’s NLP with Python Training course completion certificate, you must ensure the following:
    • Completely participate in this NLP Training Course with Python.
    • Evaluation and completion of the quizzes and projects listed.
    • You must complete the course and earn a minimum score of 80% in the assessment.
    The demand for NLP has grown immensely in the recent years as Data Science continues to gain popularity among businesses globally. NLP Data Scientist has become one of the most lucrative career options, with ample opportunities. NLP has gained much traction in today's time because of huge interest in human-to-machine communications, availability of big data, cheap and powerful computing, and highly optimized algorithms. Professionals interested in advancing their careers in Data Science can do so by earning an NLP certification.
    Beginners with a working knowledge of Python programming can familiarize with NLP algorithms quickly, which requires appropriate direction and a well-structured training path. Beginners interested in a career in NLP with Python can sign up for our training and earn certificates to demonstrate their expertise in this domain.
    The demand for NLP is on the rise and there are many profitable employment possibilities and positions in tech organizations, making this the ideal time for candidates to enroll and earn this certification. Due to the wide range of job options and prospects available in the field of Data Science, learning NLP and its relevant tools will enable you to become a well-rounded data scientist and AI professional. and starting to work straight away is also strongly recommended.
    Our NLP with Python certification course is designed to develop skills and evaluate candidates' knowledge. Following the completion of this certification, you will have access to a wide range of job possibilities. Some of the most important employment roles include NLP Scientist, NLP Engineer, Research Scientist, Data Analyst, Analytics Manager, NLP Specialist, and others.
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    Natural Language Processing Course FAQs

    What if I miss a NLP Course class?

    You will never miss a lecture at Edureka! You can choose either of the two options:
    • View the recorded session of the class available in your LMS.
    • You can attend the missed session, in any other live batch.

    How soon after Signing up would I get access to the Learning NLP Course Content?

    Post-enrolment, the LMS access will be instantly provided to you and will be available for lifetime. You will be able to access the complete set of previous class recordings, PPTs, PDFs, assignments. Moreover the access to our 24x7 support team will be granted instantly as well. You can start learning right away.

    Is the NLP course material accessible to the students even after the course training is over?

    Yes, access to the NLP course material will be available for a lifetime once you have enrolled in the course.

    What if I have more queries after the completion of this NLP Online Training Course?

    Our Team will support you entirely during the Live course and after the completion of the course.

    What is the average annual salary of NLP professionals?

    In India, Entry level NLP Engineers get an average salary of around 6 to 10 Lakhs. The average income for Experienced NLP professionals is between 15 to 18 lakhs. The number of job openings has recently increased in the Natural language Programming field. Top MNCs are looking for experienced NLP candidates with Good salary packages. 

    How can I become an NLP-certified Engineer?

    Edureka's NLP certification training course gives you in-depth knowledge of Natural language processing and its advanced concepts. If you want to become an NLP certified Engineer, then you are landing in the right place to Upgrade your skills toward Natural language processing.

    Is this Online NLP training Course suitable for beginners?

    Yes, this NLP course is designed for beginners and experienced to understand the NLP concept very quickly. Our Course instructors are well experienced and clear out all your query during the classes and after course completion also.

    Will I get Job assistance after completing this NLP Online training course?

    Most of the Edureka Learners have reported changes in job profile (promotion), new job offers, work location (onsite), etc. Edureka's certified NLP Course is well recognized in the Top MNCs and IT industry as it is a testament to the intensive and practical learning you have gone through and the real-life projects you have delivered.

    Did you provide any Demo sessions before enrolling in this Online NLP Training?

    You don't need to look further if you have seen any of our sample class recordings. Enrollment is a commitment between you and us where you promise to be a good learner, and we promise to provide you with the best ecosystem possible for learning. 

    Our Online NLP course sessions are:
    • A significant part of your learning.
    • Standing on the pillars of learned and helpful instructors.
    • Dedicated Personal Learning Managers.
    • Interactions with your peers.
    • So experience complete learning instead of a demo session. 

    In any case, you are covered by Edureka Guarantee, our No questions Ask, 100% refund policy.

    How long is Edureka's NLP certification valid ?

    Our NLP Certification is valid for life long. Edureka's certificate gives you additional confidence while you attend the NLP Professional Interview. After completing this NLP Online Course, you will be hired by the Top IT Company in India and other countries.

    After completing this Online NLP training course, which additional Course is suitable for me to Upgrade my skills to an advanced level?

    After completing this Natural Language programming training course, you can enroll in our  Artificial Intelligence course to upgrade and develop your NLP skills to the next level.

    Which Organization is hiring NLP Professionals?

    Top MNCs are hiring NLP professionals,

    • Lenovo
    • Accenture
    • Deloitte
    • Tech Mahindra
    • HCL Technologies

    Which Industrial sector is looking for NLP Engineers?

    NLP specialist is one of the most famous professional programmers in the Recent Job market. The following business sectors are looking for NLP Engineers,
    • Manufacturing Companies,
    • Media and Advertising sector,
    • Healthcare Industry,
    • Product Companies
    • Automotive sector,
    • Customer-oriented Service,
    • Automotive sector,
    • Market Intelligence,
    • Retail business,
    • Transportation companies,
    • Telecommunication service companies

    Be future ready, start learning
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