Natural Language Processing with Python
Requirements
- Basic Knowledge of Python
- English Basics should be good
- Statistics
Target Audience
- Students pusuing B. Tech (CS), M.Tech(CS), BCA, MCA, B.Sc (CS)
- IT Professionals
- Any Other Field Student/ Professionals can also join but Basics of Python Programming Language is a Pre Requisite
Curriculum
58 Lessons35h
Welcome to the Course
Introduction to NLP
MACHINE LEARNING BASICS OVERVIEW
MARKOV MODELS
DECRYPTING CIPHERS
BUILD YOUR OWN SPAM DETECTOR
BUILD YOUR OWN SENTIMENT ANALYSER
NLTK EXPLORATION
LATENT SEMANTIC ANALYSIS
DESIGN OF OWN ARTICLE SPINNER
Your Instructors
Dr Sayantan Sinha
Aspiring Data Scientist
An aspiring Data Scientist and Interested in Machine Learning Algorithms. Experienced Researcher Skilled in Matlab, Python, Data Analytics, and Academic research. Academic trainer of Python, Data Science, and Machine learning from 2015. Submitted my doctoral thesis under the title of " Design of optimal controllers using Hybrid algorithms for the AGC of deregulated power systems." to Siksha "O" Anudandhan deemed to be University.
Dr Sinha has 10 publications listed in Scopus and google scholar. He has an experience of a total of 7 years in technical writing and research paper publications.
Awarded with the prestigious Doctorate degree in Electrical Engineering for successfully defending the thesis.
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Sumit Kumar
Data Scientist
A Data Scientist with more than five years of experience tutoring students from IITs, NITs, IISc, IIMs, and other prestigious institutions. Google Data Studio certified and IBM certified data analyst Data Science, Machine Learning Models, Graph Databases, and Data Mining techniques for Predictive Modeling and Analytics, as well as data integration, require expertise in Machine Learning and programming languages such as Python, R, and Tableau.
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