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Master Natural Language Processing using case studies
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Other > Other
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620
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10.96 GiB (11764995551 Bytes)
Uploaded:
2021-08-06 06:36:45 GMT
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tuts756
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B1AECC242089C12D1688D17F0CFDD3FB1A9B38C7




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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

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.

Last Updated 7/2021

[TutsNode.com] - Master Natural Language Processing using case studies/09 Syntactic Processing With Real World Project/005 Case Study Part5.mp4347.63 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/01 How To Complete this Course/001 How To Complete this Course.en.srt1.29 KiB
[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/154 Gradient+Descent+Updated.zip161.15 KiB
[TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/144 code-LR-Teclov.zip76.83 KiB
[TutsNode.com] - Master Natural Language Processing using case studies/16 Pre-req _ Some Fun With Maths/001 Linear Algebra _ Vectors.en.srt59.25 KiB
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[TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/004 Case study.mp4177.45 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/23 Pre-req _ Deep Learning introduction/009 Training Neural network part3.en.srt45.13 KiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/013 Case Study.en.srt18.82 KiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/005 Gradient Descent.en.srt14.63 KiB
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[TutsNode.com] - Master Natural Language Processing using case studies/03 Introduction to Lexical Processing/001 Stopwords.mp4136.53 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/010 groupby.mp438.77 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/002 Case Study With LSA.mp438.12 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/004 Occurrence Matrix Part2.mp437.24 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/003 Log Odds.mp437.08 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/005 Operations Part2.mp437.08 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/006 Case Study on Advanced Syntactic Processing Part1.mp436.79 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/014 Classification Case4.mp436.75 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/03 Introduction to Lexical Processing/008 Case Study Part2.mp436.3 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/005 Case Study.mp435.35 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/002 Defining Classification Mathematically.mp435.07 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/007 Ridge and Lasso.mp435.04 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/007 Distance Metric.mp434.49 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/004 CFG Grammer Part 2.mp434.49 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/23 Pre-req _ Deep Learning introduction/008 Training Neural network part2.mp434.27 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/007 Case Study _ Word2vec Part2.mp434.24 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/008 Reading CSV.mp434.23 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/005 Gradient Descent.mp433.92 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/009 Case Study _ Word2vec Part4.mp433.84 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/006 Schema.mp433.42 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/001 Introduction.mp433.42 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/009 Regular Expression _ Part5.mp432.79 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/004 Defining Cost Functions More Formally.mp432.03 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/010 PCFG.mp431.59 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/002 Types of Machine Learning.mp430.91 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/005 Co- Occurrence Matrix.mp430.7 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/09 Syntactic Processing With Real World Project/001 Introduction to Information Extraction Project Part1.mp430.61 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/004 Word2vec Part2.mp430.55 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/06 Intermediate Syntactic Processing/004 Decoding Problem Part1.mp430.55 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/004 Arity.mp430.25 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/004 Numeric Operations in Python.mp430.08 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/008 Finding k.mp429.61 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/002 Pre - Req For Gradient Descent Part2.mp429.56 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/04 Advanced Lexical Processing/008 Case Study _ Spell Corrector3.mp429.51 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/002 Distributional Semantics.mp429.09 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/04 Advanced Lexical Processing/006 Case Study _ Spell Corrector1.mp428.43 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/011 Merging Part2.mp427.56 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/001 Introduction.mp427.23 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/009 Model Selection.mp427.17 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/012 Word Sense Disambiguation.mp427.09 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/03 Introduction to Lexical Processing/004 Handling Similar Text Words Part1.mp426.76 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/23 Pre-req _ Deep Learning introduction/003 Perceptron.mp426.34 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/007 Distance Metrics Part2.mp425.93 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/08 Probabilistic Approach/002 Case Study.mp425.17 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/16 Pre-req _ Some Fun With Maths/004 Linear Algebra _ Going From 2D to nD Part1.mp424.75 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/008 Case Study on Advanced Syntactic Processing Part2.mp424.74 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/009 Merging Part1.mp424.71 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/002 Example Part1.mp424.18 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/001 Introduction.mp423.71 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/08 Probabilistic Approach/003 Chomsky Normal Form.mp423.55 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/007 Closed Form Vs Gradient Descent.mp423.18 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/009 Practical Issues with Above Approach.mp422.95 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/012 Pivot Table.mp422.83 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/16 Pre-req _ Some Fun With Maths/005 Linear Algebra _ Going From 2D to nD Part2.mp422.75 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/010 String part2.mp422.74 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/001 Introduction to NLP.mp422.23 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/14 Pre-req _ Numpy/001 Introduction.mp421.89 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/004 Text Encoding.mp421.65 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/008 Semantic Associations Part2.mp421.41 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/005 Reification.mp421.08 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/001 Introduction.mp420.17 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/06 Intermediate Syntactic Processing/009 RNN.mp419.16 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/006 Optimisation.mp419 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/005 Case Study _ LSA.mp418.95 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/001 Introduction.mp417.98 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/010 Adjusted R Square.mp417.48 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/003 Introduction to Linear Regression (LR).mp415.51 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/04 Advanced Lexical Processing/010 Handling Combined Word Like New Delhi2.mp415.13 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/005 Logical Operations.mp413.97 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/001 Introduction To Distributional Semantics.mp413.58 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/003 Cost Functions.mp411.29 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/010 Principle of Composition.mp410.03 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/004 Operations Part1.mp49.94 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/001 Introduction to Machine Learning.mp49.7 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/002 Python Introduction.mp49.3 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/011 List Part1.mp48.97 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/009 KNN on Regression.mp48.34 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/01 How To Complete this Course/001 How To Complete this Course.mp47.86 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/002 Issue With Shallow Parsing.mp46.97 MiB
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[TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/010 Residual Square Error (RSE).mp43.97 MiB