Master Natural Language Processing using case studies
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- Other > Other
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- 2021-08-06 06:36:45 GMT
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- tuts756
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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.mp4 | 347.63 MiB |
| TutsNode.com.txt | 63 B |
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| [TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/011 WordNet.en.srt | 17.29 KiB |
| [TutsNode.com] - Master Natural Language Processing using case studies/04 Advanced Lexical Processing/002 Soundex Algorithm.en.srt | 17.14 KiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/23 Pre-req _ Deep Learning introduction/001 Introduction.mp4 | 43.25 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/003 Entity.mp4 | 40.99 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/08 Probabilistic Approach/001 Probabilistic CFG Grammer.mp4 | 39.84 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/011 Regular Expression _ Use Case.mp4 | 39.38 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/18 Pre-req _ Simple Linear Regression/009 LR Case Study Part3.mp4 | 39 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/06 Intermediate Syntactic Processing/006 Learning Hidden Markov Model.mp4 | 38.97 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/002 Sigmoid Function.mp4 | 38.93 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/003 Log Odds.mp4 | 37.08 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.mp4 | 36.79 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/014 Classification Case4.mp4 | 36.75 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/03 Introduction to Lexical Processing/008 Case Study Part2.mp4 | 36.3 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.mp4 | 35.04 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/007 Distance Metric.mp4 | 34.49 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.mp4 | 34.27 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/007 Case Study _ Word2vec Part2.mp4 | 34.24 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/15 Pre-req _ Pandas/008 Reading CSV.mp4 | 34.23 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/19 Pre-req _ Gradient Descent/005 Gradient Descent.mp4 | 33.92 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/006 Schema.mp4 | 33.42 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/009 Regular Expression _ Part5.mp4 | 32.79 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.mp4 | 30.91 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/005 Co- Occurrence Matrix.mp4 | 30.7 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.mp4 | 30.61 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/12 Advance Semantic Processing Part2/004 Word2vec Part2.mp4 | 30.55 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/06 Intermediate Syntactic Processing/004 Decoding Problem Part1.mp4 | 30.55 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/13 Pre-req _ Python Fundamentals/004 Numeric Operations in Python.mp4 | 30.08 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/008 Finding k.mp4 | 29.61 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.mp4 | 29.56 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/04 Advanced Lexical Processing/008 Case Study _ Spell Corrector3.mp4 | 29.51 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/11 Advance Semantic Processing Part1/002 Distributional Semantics.mp4 | 29.09 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/22 Pre-req _ Advanced Machine Learning Algorithms/001 Introduction.mp4 | 27.23 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/10 Introduction to Semantic Processing/012 Word Sense Disambiguation.mp4 | 27.09 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/08 Probabilistic Approach/002 Case Study.mp4 | 25.17 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.mp4 | 24.75 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/21 Pre-req _ Logistic Regression/001 Introduction.mp4 | 23.71 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/08 Probabilistic Approach/003 Chomsky Normal Form.mp4 | 23.55 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.mp4 | 23.18 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/02 Introduction to NLP and Regex/001 Introduction to NLP.mp4 | 22.23 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/14 Pre-req _ Numpy/001 Introduction.mp4 | 21.89 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/20 Pre-req _ Classification _ KNN/009 KNN on Regression.mp4 | 8.34 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.mp4 | 7.86 MiB |
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| [TutsNode.com] - Master Natural Language Processing using case studies/07 Advanced Syntactic Processing/002 Issue With Shallow Parsing.mp4 | 6.97 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).mp4 | 3.97 MiB |
