Master Natural Language Processing using case studies
What you'll learn
- Master Natural Language Processing using Python
- Master Machine Learning on Python
- Regular Expression
- Lexical processing
- Bag of words
- tf-idf
- Spell corrector
- Syntactic processing
- Grammer for English sentence
- Stochastic parcing
- Viterbi algorithm
- Hidden markov model
- CFG/PCFG grammer
- Semantic processing
- wordNet
- wordVector
- word2Vec
- Real World Case Studies
Requirements
- Any Beginner Can Start this Course
- 2+2 knowledge is more than sufficient as we have covered almost everything from scratch.
- Prior Knowledge of Machine Learning is beneficial , if not we have covered all required pre-requisites in the course itself.
Description
Wants to become a expert NLP engineer and data scientist? Then this is a right course for you.
This course has been designed by IIT professionals who have mastered in Mathematics and Data Science. We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.
We will walk you step-by-step into the World of NLP. With every tutorial you will develop new skills and improve your understanding towards the challenging yet lucrative sub-field of Data Science from beginner to advance level.
We have solved few real world projects as well during this course and have provided complete solutions so that students can easily implement what have been taught. Case studies are explained in detail with step by step instructions. Prior Knowledge of Machine Learning and deep learning is beneficial , if not we have covered all required pre-requisites in the course itself.
We have covered following topics in detail in this course:
1) Introduction to NLP and Regex
2) Introduction to Lexical Processing
3) Advanced Lexical Processing
4) Basic Syntactic Processing
5) Intermediate Syntactic Processing
6) Advanced Syntactic Processing
7) Probabilistic Approach
8) Syntactic Processing With Real World Project
9) Introduction to Semantic Processing
10) Advance Semantic Processing Part1
11) Advance Semantic Processing Part2
12) Prereqs : Python, Machine Learning , Deep Learning
Who this course is for:
- This course is meant for anyone who wants to become a Data Scientist
- This course is meant for anyone who wants to become NLP engineer
Instructor
- 4.2 Instructor Rating
- 727 Reviews
- 4,526 Students
- 5 Courses
Geekshub is an online education company in the field bigdata and analytics.
Our aim as a team is to provide best skill-set to our customers so that they can crack any challenge . Many hot cakes of market which are rare to teach have been taught here. We have best trainers training worldwide . They are from IIT, MIT and Stanford. They teach in their own unique fashion, not just by slides but with practical examples and experiences.