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Master Natural Language Processing using case studies

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TutsNode.com.txt

TXT

63 B

[TGx]Downloaded from torrentgalaxy.to .txt

TXT

585 B

[TutsNode.com] - Master Natural Language Processing using case studies

01 How To Complete this Course

	001 How To Complete this Course.en.srt	SRT	1.29 KB
	001 How To Complete this Course.mp4	MP4	7.86 MB

02 Introduction to NLP and Regex

001 Introduction to NLP.en.srt	SRT	8.58 KB
001 Introduction to NLP.mp4	MP4	22.23 MB
002 Text Data Part1.en.srt	SRT	6.94 KB
002 Text Data Part1.mp4	MP4	46.21 MB
002 code1.zip	ZIP	1.09 MB
003 Text Data Part2.en.srt	SRT	16.12 KB
003 Text Data Part2.mp4	MP4	40.48 MB
004 Text Encoding.en.srt	SRT	9.93 KB
004 Text Encoding.mp4	MP4	21.65 MB
005 Regular Expression _ Part1.en.srt	SRT	12.52 KB
005 Regular Expression _ Part1.mp4	MP4	54.02 MB
006 Regular Expression _ Part2.en.srt	SRT	21.97 KB
006 Regular Expression _ Part2.mp4	MP4	129.88 MB
007 Regular Expression _ Part3.en.srt	SRT	20.72 KB
007 Regular Expression _ Part3.mp4	MP4	73.62 MB
008 Regular Expression _ Part4.en.srt	SRT	16.52 KB
008 Regular Expression _ Part4.mp4	MP4	58.01 MB
009 Regular Expression _ Part5.en.srt	SRT	9.83 KB
009 Regular Expression _ Part5.mp4	MP4	32.79 MB
010 Regular Expression _ Part6.en.srt	SRT	12.06 KB
010 Regular Expression _ Part6.mp4	MP4	79.63 MB
011 Regular Expression _ Use Case.en.srt	SRT	9.58 KB
011 Regular Expression _ Use Case.mp4	MP4	39.38 MB

03 Introduction to Lexical Processing

001 Stopwords.en.srt	SRT	37.44 KB
001 Stopwords.mp4	MP4	136.53 MB
002 Splitting Words.en.srt	SRT	16.26 KB
002 Splitting Words.mp4	MP4	103.89 MB
003 Bag- Of- Words.en.srt	SRT	24.9 KB
003 Bag- Of- Words.mp4	MP4	129.15 MB
004 Handling Similar Text Words Part1.en.srt	SRT	7.91 KB
004 Handling Similar Text Words Part1.mp4	MP4	26.76 MB
005 Handling Similar Text Words Part2.en.srt	SRT	18.59 KB
005 Handling Similar Text Words Part2.mp4	MP4	85.71 MB
006 Case Study1.en.srt	SRT	10.01 KB
006 Case Study1.mp4	MP4	71.11 MB
007 Tf-IDF.en.srt	SRT	11.67 KB
007 Tf-IDF.mp4	MP4	43.65 MB
008 Case Study Part2.en.srt	SRT	4.87 KB
008 Case Study Part2.mp4	MP4	36.3 MB
009 Case Study.en.srt	SRT	18.21 KB
009 Case Study.mp4	MP4	114.46 MB
013 code1.zip	ZIP	1.09 MB
013 code2.zip	ZIP	862.38 KB
013 code3.zip	ZIP	95.87 MB
013 stopword.csv	CSV	469.54 KB

04 Advanced Lexical Processing

001 Spelling Mistakes.en.srt	SRT	16.47 KB
001 Spelling Mistakes.mp4	MP4	44.29 MB
002 Soundex Algorithm.en.srt	SRT	17.14 KB
002 Soundex Algorithm.mp4	MP4	49.9 MB
003 Case Study.en.srt	SRT	8.49 KB
003 Case Study.mp4	MP4	45.43 MB
004 Dealing with Spelling Mistakes.en.srt	SRT	15.92 KB
004 Dealing with Spelling Mistakes.mp4	MP4	59.91 MB
005 Case Study 2.en.srt	SRT	8.44 KB
005 Case Study 2.mp4	MP4	44.63 MB
006 Case Study _ Spell Corrector1.en.srt	SRT	6.18 KB
006 Case Study _ Spell Corrector1.mp4	MP4	28.43 MB
007 Case Study _ Spell Corrector2.en.srt	SRT	17.11 KB
007 Case Study _ Spell Corrector2.mp4	MP4	106.95 MB
008 Case Study _ Spell Corrector3.en.srt	SRT	5.27 KB
008 Case Study _ Spell Corrector3.mp4	MP4	29.51 MB
009 Handling Combined Word Like New Delhi.en.srt	SRT	12.16 KB
009 Handling Combined Word Like New Delhi.mp4	MP4	43.27 MB
010 Handling Combined Word Like New Delhi2.en.srt	SRT	3.33 KB
010 Handling Combined Word Like New Delhi2.mp4	MP4	15.13 MB
022 code2.zip	ZIP	862.38 KB
022 code3.zip	ZIP	95.87 MB
022 code4.zip	ZIP	61.61 MB
022 code5.zip	ZIP	911.25 KB

05 Basic Syntactic Processing

001 What is Syntactic Processing_.en.srt	SRT	17.25 KB
001 What is Syntactic Processing_.mp4	MP4	59.57 MB
002 Parsing.en.srt	SRT	12.32 KB
002 Parsing.mp4	MP4	63.04 MB
003 Grammer for English Sentence Part1.en.srt	SRT	16.42 KB
003 Grammer for English Sentence Part1.mp4	MP4	69.72 MB
004 Grammer for English Sentence Part2.en.srt	SRT	14.5 KB
004 Grammer for English Sentence Part2.mp4	MP4	57.72 MB
005 Case Study _ Assign Grammer to English Sentence Part1.en.srt	SRT	18.58 KB
005 Case Study _ Assign Grammer to English Sentence Part1.mp4	MP4	121.67 MB
006 Case Study _ Assign Grammer to English Sentence Part2.en.srt	SRT	10.75 KB
006 Case Study _ Assign Grammer to English Sentence Part2.mp4	MP4	72.29 MB

06 Intermediate Syntactic Processing

001 Stochastic Parsing.en.srt	SRT	15.65 KB
001 Stochastic Parsing.mp4	MP4	63.64 MB
002 Viterbi Algorithm.en.srt	SRT	10.11 KB
002 Viterbi Algorithm.mp4	MP4	47.41 MB
003 Hidden Markov Model.en.srt	SRT	17.89 KB
003 Hidden Markov Model.mp4	MP4	61.36 MB
004 Decoding Problem Part1.en.srt	SRT	7.45 KB
004 Decoding Problem Part1.mp4	MP4	30.55 MB
005 Decoding Problem Part2.en.srt	SRT	9.29 KB
005 Decoding Problem Part2.mp4	MP4	64.5 MB
006 Learning Hidden Markov Model.en.srt	SRT	6.15 KB
006 Learning Hidden Markov Model.mp4	MP4	38.97 MB
007 Case Study On Syntactic Processing _ Part1.en.srt	SRT	21.87 KB
007 Case Study On Syntactic Processing _ Part1.mp4	MP4	139.7 MB
008 Case Study On Syntactic Processing _ Part2.en.srt	SRT	9.6 KB
008 Case Study On Syntactic Processing _ Part2.mp4	MP4	69.64 MB
009 RNN.en.srt	SRT	6 KB
009 RNN.mp4	MP4	19.16 MB

07 Advanced Syntactic Processing

001 Introduction.en.srt	SRT	6.26 KB
001 Introduction.mp4	MP4	20.17 MB
002 Issue With Shallow Parsing.en.srt	SRT	2.58 KB
002 Issue With Shallow Parsing.mp4	MP4	6.97 MB
003 CFG Grammer Part 1.en.srt	SRT	14.4 KB
003 CFG Grammer Part 1.mp4	MP4	50.23 MB
004 CFG Grammer Part 2.en.srt	SRT	11.89 KB
004 CFG Grammer Part 2.mp4	MP4	34.49 MB
005 Top-Down Parsing.en.srt	SRT	25.35 KB
005 Top-Down Parsing.mp4	MP4	79.95 MB
006 Case Study on Advanced Syntactic Processing Part1.en.srt	SRT	7.36 KB
006 Case Study on Advanced Syntactic Processing Part1.mp4	MP4	36.79 MB
007 Bottom up.en.srt	SRT	23.35 KB
007 Bottom up.mp4	MP4	101.2 MB
008 Case Study on Advanced Syntactic Processing Part2.en.srt	SRT	5.72 KB
008 Case Study on Advanced Syntactic Processing Part2.mp4	MP4	24.74 MB
009 Practical Issues with Above Approach.en.srt	SRT	4.12 KB
009 Practical Issues with Above Approach.mp4	MP4	22.95 MB
010 PCFG.en.srt	SRT	8.11 KB
010 PCFG.mp4	MP4	31.59 MB

08 Probabilistic Approach

001 Probabilistic CFG Grammer.en.srt	SRT	10.26 KB
001 Probabilistic CFG Grammer.mp4	MP4	39.84 MB
002 Case Study.en.srt	SRT	4.49 KB
002 Case Study.mp4	MP4	25.17 MB
003 Chomsky Normal Form.en.srt	SRT	6.89 KB
003 Chomsky Normal Form.mp4	MP4	23.55 MB
004 Dependency Parsing Part1.en.srt	SRT	11.8 KB
004 Dependency Parsing Part1.mp4	MP4	43.29 MB
005 Dependency Parsing Part2.en.srt	SRT	16.09 KB
005 Dependency Parsing Part2.mp4	MP4	54.28 MB

09 Syntactic Processing With Real World Project

001 Introduction to Information Extraction Project Part1.en.srt	SRT	8.98 KB
001 Introduction to Information Extraction Project Part1.mp4	MP4	30.61 MB
002 Case Study Part2.en.srt	SRT	26.83 KB
002 Case Study Part2.mp4	MP4	174.42 MB
003 Case Study Part3.en.srt	SRT	24.76 KB
003 Case Study Part3.mp4	MP4	140.92 MB
004 Case Study Part4.en.srt	SRT	8.37 KB
004 Case Study Part4.mp4	MP4	53.28 MB
005 Case Study Part5.en.srt	SRT	56.49 KB
005 Case Study Part5.mp4	MP4	347.63 MB
006 Case Study Part6.en.srt	SRT	11.21 KB
006 Case Study Part6.mp4	MP4	69.15 MB
007 Case Study Part7.en.srt	SRT	14.54 KB
007 Case Study Part7.mp4	MP4	113.4 MB

10 Introduction to Semantic Processing

001 Introduction.en.srt	SRT	4.88 KB
001 Introduction.mp4	MP4	17.98 MB
002 Concepts.en.srt	SRT	20.57 KB
002 Concepts.mp4	MP4	59.12 MB
003 Entity.en.srt	SRT	13.66 KB
003 Entity.mp4	MP4	40.99 MB
004 Arity.en.srt	SRT	8.21 KB
004 Arity.mp4	MP4	30.25 MB
005 Reification.en.srt	SRT	4.48 KB
005 Reification.mp4	MP4	21.08 MB
006 Schema.en.srt	SRT	6.73 KB
006 Schema.mp4	MP4	33.42 MB
007 Semantic Associations Part1.en.srt	SRT	11.39 KB
007 Semantic Associations Part1.mp4	MP4	40.01 MB
008 Semantic Associations Part2.en.srt	SRT	7.33 KB
008 Semantic Associations Part2.mp4	MP4	21.41 MB
009 Terms And Concept.en.srt	SRT	11.83 KB
009 Terms And Concept.mp4	MP4	44.28 MB
010 Principle of Composition.en.srt	SRT	3.58 KB
010 Principle of Composition.mp4	MP4	10.03 MB
011 WordNet.en.srt	SRT	17.29 KB
011 WordNet.mp4	MP4	56.76 MB
012 Word Sense Disambiguation.en.srt	SRT	9.61 KB
012 Word Sense Disambiguation.mp4	MP4	27.09 MB
013 Case Study.en.srt	SRT	18.82 KB
013 Case Study.mp4	MP4	101.03 MB

11 Advance Semantic Processing Part1

001 Introduction To Distributional Semantics.en.srt	SRT	3.51 KB
001 Introduction To Distributional Semantics.mp4	MP4	13.58 MB
002 Distributional Semantics.en.srt	SRT	9.33 KB
002 Distributional Semantics.mp4	MP4	29.09 MB
003 Occurrence Matrix Part1.en.srt	SRT	11.83 KB
003 Occurrence Matrix Part1.mp4	MP4	52.29 MB
004 Occurrence Matrix Part2.en.srt	SRT	9.42 KB
004 Occurrence Matrix Part2.mp4	MP4	37.24 MB
005 Co- Occurrence Matrix.en.srt	SRT	6.74 KB
005 Co- Occurrence Matrix.mp4	MP4	30.7 MB
006 Word Vectors Part1.en.srt	SRT	6.93 KB
006 Word Vectors Part1.mp4	MP4	44.11 MB
007 Distance Metric.en.srt	SRT	7.68 KB
007 Distance Metric.mp4	MP4	34.49 MB
008 Word Vectors Part2.en.srt	SRT	7.5 KB
008 Word Vectors Part2.mp4	MP4	39.7 MB
009 Understanding Word Embeddings.en.srt	SRT	14.42 KB
009 Understanding Word Embeddings.mp4	MP4	66.78 MB

12 Advance Semantic Processing Part2

001 LSA - Latent Semantic Analysis.en.srt	SRT	14.09 KB
001 LSA - Latent Semantic Analysis.mp4	MP4	59.39 MB
002 Case Study With LSA.en.srt	SRT	4.56 KB
002 Case Study With LSA.mp4	MP4	38.12 MB
003 Word2vec Part1.en.srt	SRT	12.77 KB
003 Word2vec Part1.mp4	MP4	43.53 MB
004 Word2vec Part2.en.srt	SRT	8.99 KB
004 Word2vec Part2.mp4	MP4	30.55 MB
005 Case Study _ LSA.en.srt	SRT	2.71 KB
005 Case Study _ LSA.mp4	MP4	18.95 MB
006 Case Study _ Word2vec Part1.en.srt	SRT	7.96 KB
006 Case Study _ Word2vec Part1.mp4	MP4	65.79 MB
007 Case Study _ Word2vec Part2.en.srt	SRT	4.01 KB
007 Case Study _ Word2vec Part2.mp4	MP4	34.24 MB
008 Case Study _ Word2vec Part3.en.srt	SRT	5.08 KB
008 Case Study _ Word2vec Part3.mp4	MP4	43.36 MB
009 Case Study _ Word2vec Part4.en.srt	SRT	4.03 KB
009 Case Study _ Word2vec Part4.mp4	MP4	33.84 MB
010 Case Study _ Classification Part1.en.srt	SRT	11.69 KB
010 Case Study _ Classification Part1.mp4	MP4	94.19 MB
011 Case Study _ Classification Part2.en.srt	SRT	4.88 KB
011 Case Study _ Classification Part2.mp4	MP4	41.63 MB

13 Pre-req _ Python Fundamentals

001 Installation of Python and Anaconda.en.srt	SRT	13.43 KB
001 Installation of Python and Anaconda.mp4	MP4	70.39 MB
002 Python Introduction.en.srt	SRT	4.19 KB
002 Python Introduction.mp4	MP4	9.3 MB
003 Variables in Python.en.srt	SRT	24.49 KB
003 Variables in Python.mp4	MP4	90.21 MB
004 Numeric Operations in Python.en.srt	SRT	8.14 KB
004 Numeric Operations in Python.mp4	MP4	30.08 MB
005 Logical Operations.en.srt	SRT	3.79 KB
005 Logical Operations.mp4	MP4	13.97 MB
006 If else Loop.en.srt	SRT	12.62 KB
006 If else Loop.mp4	MP4	52.99 MB
007 for while Loop.en.srt	SRT	16.22 KB
007 for while Loop.mp4	MP4	62.9 MB
008 Functions.en.srt	SRT	17.79 KB
008 Functions.mp4	MP4	69.03 MB
009 String part1.en.srt	SRT	19.4 KB
009 String part1.mp4	MP4	87.12 MB
010 String part2.en.srt	SRT	4.2 KB
010 String part2.mp4	MP4	22.74 MB
011 List Part1.en.srt	SRT	3.41 KB
011 List Part1.mp4	MP4	8.97 MB
012 List Part2.en.srt	SRT	15.92 KB
012 List Part2.mp4	MP4	70.66 MB
013 List Part3.en.srt	SRT	12.69 KB
013 List Part3.mp4	MP4	60.8 MB
014 List Part4.en.srt	SRT	12.62 KB
014 List Part4.mp4	MP4	52.98 MB
015 Tuples.en.srt	SRT	12.36 KB
015 Tuples.mp4	MP4	54.51 MB
016 Sets.en.srt	SRT	9.13 KB
016 Sets.mp4	MP4	47.55 MB
017 Dictionaries.en.srt	SRT	9.72 KB
017 Dictionaries.mp4	MP4	50.93 MB
018 Comprehentions.en.srt	SRT	9.71 KB
018 Comprehentions.mp4	MP4	60.2 MB
102 Installing-Python.Teclov.pdf	PDF	1.37 MB
102 Python-code-udemy.zip	ZIP	16.42 KB

14 Pre-req _ Numpy

001 Introduction.en.srt	SRT	7.08 KB
001 Introduction.mp4	MP4	21.89 MB
002 Numpy Operations Part1.en.srt	SRT	28.65 KB
002 Numpy Operations Part1.mp4	MP4	104.14 MB
003 Numpy Operations Part2.en.srt	SRT	34.97 KB
003 Numpy Operations Part2.mp4	MP4	139.27 MB
120 Teclov-numpy.ipynb.zip	ZIP	5.16 KB

15 Pre-req _ Pandas

001 Introduction.en.srt	SRT	9.19 KB
001 Introduction.mp4	MP4	33.42 MB
002 Series.en.srt	SRT	11.33 KB
002 Series.mp4	MP4	49.8 MB
003 DataFrame.en.srt	SRT	10.91 KB
003 DataFrame.mp4	MP4	54.35 MB
004 Operations Part1.en.srt	SRT	1.76 KB
004 Operations Part1.mp4	MP4	9.94 MB
005 Operations Part2.en.srt	SRT	7.16 KB
005 Operations Part2.mp4	MP4	37.08 MB
006 Indexes.en.srt	SRT	8.67 KB
006 Indexes.mp4	MP4	41.86 MB
007 loc and iloc.en.srt	SRT	11.46 KB
007 loc and iloc.mp4	MP4	49.06 MB
008 Reading CSV.en.srt	SRT	8.21 KB
008 Reading CSV.mp4	MP4	34.23 MB
009 Merging Part1.en.srt	SRT	5.14 KB
009 Merging Part1.mp4	MP4	24.71 MB
010 groupby.en.srt	SRT	8.13 KB
010 groupby.mp4	MP4	38.77 MB
011 Merging Part2.en.srt	SRT	6.83 KB
011 Merging Part2.mp4	MP4	27.56 MB
012 Pivot Table.en.srt	SRT	5.26 KB
012 Pivot Table.mp4	MP4	22.83 MB
123 Pandas.zip	ZIP	15.46 KB

16 Pre-req _ Some Fun With Maths

001 Linear Algebra _ Vectors.en.srt	SRT	59.25 KB
001 Linear Algebra _ Vectors.mp4	MP4	142.68 MB
002 Linear Algebra _ Matrix Part1.en.srt	SRT	20.46 KB
002 Linear Algebra _ Matrix Part1.mp4	MP4	84.53 MB
003 Linear Algebra _ Matrix Part2.en.srt	SRT	22.64 KB
003 Linear Algebra _ Matrix Part2.mp4	MP4	69.52 MB
004 Linear Algebra _ Going From 2D to nD Part1.en.srt	SRT	11.74 KB
004 Linear Algebra _ Going From 2D to nD Part1.mp4	MP4	24.75 MB
005 Linear Algebra _ Going From 2D to nD Part2.en.srt	SRT	9.51 KB
005 Linear Algebra _ Going From 2D to nD Part2.mp4	MP4	22.75 MB

17 Pre-req _ Data Visualisation

001 Matplotlib.en.srt	SRT	31.68 KB
001 Matplotlib.mp4	MP4	153.79 MB
002 Seaborn.en.srt	SRT	30.84 KB
002 Seaborn.mp4	MP4	162.82 MB
003 Case study.en.srt	SRT	15.35 KB
003 Case study.mp4	MP4	103.29 MB
004 Seaborn On Time Series Data.en.srt	SRT	6.58 KB
004 Seaborn On Time Series Data.mp4	MP4	50.27 MB
140 Datavisual.zip	ZIP	1.2 MB

18 Pre-req _ Simple Linear Regression

001 Introduction to Machine Learning.en.srt	SRT	2.49 KB
001 Introduction to Machine Learning.mp4	MP4	9.7 MB
002 Types of Machine Learning.en.srt	SRT	10.73 KB
002 Types of Machine Learning.mp4	MP4	30.91 MB
003 Introduction to Linear Regression (LR).en.srt	SRT	3.47 KB
003 Introduction to Linear Regression (LR).mp4	MP4	15.51 MB
004 How LR Works_.en.srt	SRT	11.99 KB
004 How LR Works_.mp4	MP4	50.9 MB
005 Some Fun With Maths Behind LR.en.srt	SRT	12.9 KB
005 Some Fun With Maths Behind LR.mp4	MP4	45.36 MB
006 R Square.en.srt	SRT	14.68 KB
006 R Square.mp4	MP4	45.4 MB
007 LR Case Study Part1.en.srt	SRT	20.73 KB
007 LR Case Study Part1.mp4	MP4	120.6 MB
008 LR Case Study Part2.en.srt	SRT	6.61 KB
008 LR Case Study Part2.mp4	MP4	45.86 MB
009 LR Case Study Part3.en.srt	SRT	6.81 KB
009 LR Case Study Part3.mp4	MP4	39 MB
010 Residual Square Error (RSE).en.srt	SRT	1.13 KB
010 Residual Square Error (RSE).mp4	MP4	3.97 MB
144 code-LR-Teclov.zip	ZIP	76.83 KB

19 Pre-req _ Gradient Descent

001 Pre - Req For Gradient Descent Part1.en.srt	SRT	20.6 KB
001 Pre - Req For Gradient Descent Part1.mp4	MP4	54.59 MB
002 Pre - Req For Gradient Descent Part2.en.srt	SRT	10.74 KB
002 Pre - Req For Gradient Descent Part2.mp4	MP4	29.56 MB
003 Cost Functions.en.srt	SRT	3.32 KB
003 Cost Functions.mp4	MP4	11.29 MB
004 Defining Cost Functions More Formally.en.srt	SRT	10.21 KB
004 Defining Cost Functions More Formally.mp4	MP4	32.03 MB
005 Gradient Descent.en.srt	SRT	14.63 KB
005 Gradient Descent.mp4	MP4	33.92 MB
006 Optimisation.en.srt	SRT	6.15 KB
006 Optimisation.mp4	MP4	19 MB
007 Closed Form Vs Gradient Descent.en.srt	SRT	6.73 KB
007 Closed Form Vs Gradient Descent.mp4	MP4	23.18 MB
008 Gradient Descent Case Study.en.srt	SRT	8.18 KB
008 Gradient Descent Case Study.mp4	MP4	65.39 MB
154 Gradient+Descent+Updated.zip	ZIP	161.15 KB

20 Pre-req _ Classification _ KNN

001 Introduction to Classification.en.srt	SRT	18.71 KB
001 Introduction to Classification.mp4	MP4	47.83 MB
002 Defining Classification Mathematically.en.srt	SRT	10.78 KB
002 Defining Classification Mathematically.mp4	MP4	35.07 MB
003 Introduction to KNN.en.srt	SRT	16.58 KB
003 Introduction to KNN.mp4	MP4	41.69 MB
004 Accuracy Of KNN.en.srt	SRT	17.94 KB
004 Accuracy Of KNN.mp4	MP4	50.49 MB
005 Effectiveness of KNN.en.srt	SRT	19.18 KB
005 Effectiveness of KNN.mp4	MP4	42.76 MB
006 Distance Metrics.en.srt	SRT	17.33 KB
006 Distance Metrics.mp4	MP4	42.54 MB
007 Distance Metrics Part2.en.srt	SRT	11.05 KB
007 Distance Metrics Part2.mp4	MP4	25.93 MB
008 Finding k.en.srt	SRT	14.1 KB
008 Finding k.mp4	MP4	29.61 MB
009 KNN on Regression.en.srt	SRT	3.6 KB
009 KNN on Regression.mp4	MP4	8.34 MB
010 Case Study.en.srt	SRT	12.98 KB
010 Case Study.mp4	MP4	62.18 MB
011 Classification Case1.en.srt	SRT	30.21 KB
011 Classification Case1.mp4	MP4	74.78 MB
012 Classification Case2.en.srt	SRT	20.35 KB
012 Classification Case2.mp4	MP4	46.58 MB
013 Classification Case3.en.srt	SRT	18.55 KB
013 Classification Case3.mp4	MP4	46.99 MB
014 Classification Case4.en.srt	SRT	16.33 KB
014 Classification Case4.mp4	MP4	36.75 MB
162 KNN.zip	ZIP	1.34 MB

21 Pre-req _ Logistic Regression

001 Introduction.en.srt	SRT	10.04 KB
001 Introduction.mp4	MP4	23.71 MB
002 Sigmoid Function.en.srt	SRT	14.04 KB
002 Sigmoid Function.mp4	MP4	38.93 MB
003 Log Odds.en.srt	SRT	12.79 KB
003 Log Odds.mp4	MP4	37.08 MB
004 Case study.en.srt	SRT	24.91 KB
004 Case study.mp4	MP4	177.45 MB
176 LogisticReg.zip	ZIP	983.68 KB

22 Pre-req _ Advanced Machine Learning Algorithms

001 Introduction.en.srt	SRT	8.2 KB
001 Introduction.mp4	MP4	27.23 MB
002 Example Part1.en.srt	SRT	6.92 KB
002 Example Part1.mp4	MP4	24.18 MB
003 Example Part2.en.srt	SRT	12.53 KB
003 Example Part2.mp4	MP4	39.58 MB
004 Optimal Solution.en.srt	SRT	20.08 KB
004 Optimal Solution.mp4	MP4	57.68 MB
005 Case Study.en.srt	SRT	5.13 KB
005 Case Study.mp4	MP4	35.35 MB
006 Regularization.en.srt	SRT	12.48 KB
006 Regularization.mp4	MP4	42.9 MB
007 Ridge and Lasso.en.srt	SRT	9.11 KB
007 Ridge and Lasso.mp4	MP4	35.04 MB
008 Case Study.en.srt	SRT	13.3 KB
008 Case Study.mp4	MP4	97.82 MB
009 Model Selection.en.srt	SRT	8.03 KB
009 Model Selection.mp4	MP4	27.17 MB
010 Adjusted R Square.en.srt	SRT	4.69 KB
010 Adjusted R Square.mp4	MP4	17.48 MB
180 AdvanceReg.zip	ZIP	1.11 MB

23 Pre-req _ Deep Learning introduction

001 Introduction.en.srt	SRT	12.98 KB
001 Introduction.mp4	MP4	43.25 MB
002 History of Deep Learning.en.srt	SRT	21.8 KB
002 History of Deep Learning.mp4	MP4	54.44 MB
003 Perceptron.en.srt	SRT	9.13 KB
003 Perceptron.mp4	MP4	26.34 MB
004 Multi level perceptron.en.srt	SRT	17.85 KB
004 Multi level perceptron.mp4	MP4	56.1 MB
005 Neural network playground.en.srt	SRT	16.45 KB
005 Neural network playground.mp4	MP4	87.67 MB
006 Representations.en.srt	SRT	29.81 KB
006 Representations.mp4	MP4	101.93 MB
007 Training Neural network part1.en.srt	SRT	26.66 KB
007 Training Neural network part1.mp4	MP4	82.06 MB
008 Training Neural network part2.en.srt	SRT	8.68 KB
008 Training Neural network part2.mp4	MP4	34.27 MB
009 Training Neural network part3.en.srt	SRT	45.13 KB
009 Training Neural network part3.mp4	MP4	157.78 MB
010 Activation Function.en.srt	SRT	18.17 KB
010 Activation Function.mp4	MP4	84.35 MB

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