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Natural Language Processing Certificate Course

Self- Paced

Fee: 9,999 4,999

Dr. Pooja Bijlani - Trainer Dr. Pooja Bijlani | Trainer (Subject Matter Expert) Future Skill Academy

This course will provide learners with complete knowledge of Natural Language Processing, its implementation libraries, and use cases like “Sentiment Analysis”, “Spam Mail Detection” and speech recognition projects.

Objectives

Students who complete this course will gain a foundational understanding of natural language processing methods and strategies. They will also learn how to evaluate the strengths and weaknesses of various NLP technologies and frameworks as they gain practical experience in the NLP toolkits available.

Describe the fundamental concepts and techniques of natural language processing.

Analyze large volume text data generated from a range of real-world applications.

Distinguish among the various techniques, taking into account the assumptions, strengths, and weaknesses of each.

What Will You Learn

By the end of the course, you would be learning multiple skillsets including: natural language processing methods and strategies. You will also learn how to evaluate the strengths and weaknesses of various NLP technologies and frameworks and also gain practical experience in the NLP toolkits available.

Skills you will gain
NLTK
Stop words
Stemming
Lemmatization
Regular Expression
One Hot Encoding
Bag of Words
Naive Bayes Algorithm

Prepare for your career path

NLP Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms., you will have to do analysis of product reviews for the company.

Key Skills to Learn

Statistical Analysis Skills. Machine Learning Concepts and Methods. Text Representation Techniques. Algorithm Analysis Skills. Computer Programming Languages like Python and R, Java. Strong Problem-Solving skills. Good Communication Skills. Text Clustering Skills.

Study and transform data science prototypes Design NLP applications Select appropriate annotated datasets for Supervised Learning methods Use effective text representations to transform natural language into useful features Find and implement the right algorithms and tools for NLP tasks Develop NLP systems according to requirements Train the developed model and run evaluation experiments Perform statistical analysis of results and refine models

Key Skills to Learn

Statistical Analysis Skills. Machine Learning Concepts and Methods. Text Representation Techniques. Algorithm Analysis Skills. Computer Programming Languages like Python and R, Java. Strong Problem-Solving skills. Good Communication Skills. Text Clustering Skills

Jobs in India

More than 70k per year

Average Salary

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8.5 Lakhs per annum

Job Growth

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35.2%

Companies Looking For NLP Engineer and many more

Curriculum

  • Module 1: Introduction to NLP

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  • Module 2: Introduction Python

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  • Module 3: Data Manipulation and Data Analysis Tools

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  • Module 4: Python - Pandas

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  • Module 5 : Text Preprocessing

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  • Module 6: Part of Speech Tagging

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  • Module 7: Text Representation

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  • Module 8: Machine Learning

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  • Module 9 : Word2Vec Deep Learning

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  • Module 10: Text Classification

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Instructor

Dr. Pooja Bijlani - Trainer
Dr. Pooja Bijlani
Trainer (Subject Matter Expert) Future Skill Academy
AI ML, Data science, Full Stack Web Development, Full Stack Java Development

Presently she is working as an IT Trainer (Subject Matter Expert) at Future Skill Academy, AISECT, Bhopal. She is having over 15 years of academic and research experience. Expert in Programming Languages C,C++,Python, Java, React Spring Boot, Artificial Intelligence, Machine Learning and Data Science. Students accoladed her programming language teaching skills. Having experience in number of End to End projects in Natural language Processing, Computer Vision and Python Desktop Application GUI. Web Designing.

4.9 968 1087 Learners
Veenadhari - Aisect Learn
Dr. S. Veenadhari
Dean (Computer Science Engineering) Rabindranath Tagore University, Raisen, Madhya Pradesh
Expertise: Data Science, Computer Science

Presently she is working as a Dean in the Computer Science Engineering department at Rabindranath Tagore University, Bhopal. She has over 20 years of academic and research experience. Under her guidance more than 10 students completed their doctoral programs in the field of Machine Learning and Data Science.

4.8 870 ratings 1033 Learners Learners
Dr. Priti Maheshwary - Professor
Dr. Priti Maheshwary
Professor FSA
IT, Computer Science

Presently working in Future Skill Academy. Involved in Computer Science and Engineering for over 20 years in higher education and training. Her career has included various software development projects, teaching, research, and administrative roles. She enjoys teaching and looking into how to improve the student learning experience. Published around 50 research papers in refereed journals and conferences, 7 book chapters, and 6 Patents. 8 PhD thesis completed under her guidance in the field of Internet of Things, Smart Cities, Ubiquitous Computing, Wireless Sensor Network, VANET, Image Processing specialized in Satellite Images, AI/ML & Deep Learning, and Cyber Security. Also done more than 10 projects in the field of Research and Consultancy.

4 1045 1100 Learners
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Other Details

Natural Language Processing Certificate Course

Level
Basic
Credentials
Certificate
Fees

9,999 4,999

Get job assistance and jumpstart your career as NLP Analyst, NLP Engineer

FAQs

  • Does this course include a certificate?

    yes

  • Does this course have lifetime access or limited period access?

    No, 1 year access

  • Is this course available in Hindi Version as well

    No

  • What are the advantages of this course?

    Students who complete this course will gain a foundational understanding of natural language processing methods and strategies. They will also learn how to evaluate the strengths and weaknesses of various NLP technologies and frameworks as they gain practical experience in the NLP toolkits available.

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