Natural Language Processing Certificate Course

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.

Curriculum

NLP Introduction 14:32

IDLE Google colab 0:06:00

Practical of basic NLP code 0:01:32

Python Introduction 0:05:02

Installation of Anaconda Navigator 0:07:27

Jupyter Notebook Interface 0:09:26

How to Open ,save and Rename a file 0:04:54

Variables and Data Types 0:09:53

Loops (Conditional) 0:18:45

Loops (iterative while) 0:16:25

Loops(iterative For) 0:11:57

Python Functions(Built in,Lambda,User defined functions) 0:12:28

Lists 0:20:13

Tuples 0:10:30

Sets 0:11:52

Dictionaries 0:20:00

Numpy Arrays in Python 0:19:08

Three Dimensional Arrays Indexing and slicing 0:15:24

Matrices 0:15:04

Pandas in Python 0:10:08

Importing CSV ,Excel Files 0:07:45

Exporting CSV file 0:05:01

Pandas Data frames 0:24:38

Querying Data in Pandas 0:11:28

Data Aggregation with Pandas Data frames 0:14:01

Concatenating and appending Data Frames 0:13:53

Joining Data Frames 0:18:06

Statistics with Pandas Data Frames 0:11:12

Handling Missing Dat 0:29:58

Pivot Tables 0:22:14

Plotting in Pandas 0:14:16

Regular Expression 0:11:44

Regular Expression Practical 0:20:49

Basic Text Preprocessing 0:08:18

Basic Text Preprocessing Practical 0:15:19

Chat word treatment 0:03:11

Chat word treatment Practical 0:14:16

Tokenization, Stemming, Lemmetization 0:09:14

Tokenization, Stemming, Lemmetization Practical 0:17:06

Text Representation 0:18:02

One Hot Encoding 0:13:23

Bag of Words 0:12:17

TF-IDF 0:05:48

Instructor

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

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 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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