Udemy Natural Language Processing Real World Use-cases in Python

Files Included :

1 Introduction to the course & course benefits.mp4 (64.45 MB)
MP4
2 how to follow this course-must watch.mp4 (18.5 MB)
MP4
3 Introduction to Jupyter Notebook.mp4 (43.43 MB)
MP4
1 Understanding your Data & finding missing values inside it.mp4 (98.98 MB)
MP4
10 Analysing Most famous Cuisines.mp4 (103.39 MB)
MP4
11 How to prepare our data for Machine Learning.mp4 (160.21 MB)
MP4
12 how to Lemmatize your data.mp4 (53.86 MB)
MP4
13 Perform Feature Encoding on data.mp4 (62.28 MB)
MP4
14 Intuition behind TF-IDF part-1.mp4 (24.78 MB)
MP4
15 Intuition behind TF-IDF part-2.mp4 (34.59 MB)
MP4
16 Applying TF-IDF on your Text data.mp4 (97.86 MB)
MP4
17 Intuition Behind Logistic Regression - Part 1.mp4 (57.96 MB)
MP4
18 Intuition Behind Logistic Regression - Part 2.mp4 (44.15 MB)
MP4
19 Build Logistic Regression model & evaluate it.mp4 (112.76 MB)
MP4
2 Pre-process Data & Remove duplicate values.mp4 (95.72 MB)
MP4
20 Intuition Behind Naive Bayes - Part 1.mp4 (69.03 MB)
MP4
21 Intuition Behind Naive Bayes - Part 2.mp4 (92.62 MB)
MP4
22 Intuition behind Decision Tree - Part 1.mp4 (40.54 MB)
MP4
23 Intuition behind Decision Tree - Part 2.mp4 (63.15 MB)
MP4
24 Intuition behind Decision Tree - Part 3.mp4 (60.68 MB)
MP4
25 Intuition behind Decision Tree - Part 4.mp4 (73.5 MB)
MP4
26 Intuition behind Decision Tree - Part 5.mp4 (62.13 MB)
MP4
27 Intuition behind Decision Tree - Part 6.mp4 (39.59 MB)
MP4
28 Intuition Behind Random Forest- Part 1.mp4 (77.76 MB)
MP4
29 Intuition Behind Random Forest- Part 2.mp4 (50.79 MB)
MP4
3 Perform Discretisation to ready your Target Feature.mp4 (120.65 MB)
MP4
30 Intuition Behind Linear Regression- Part 1.mp4 (40.91 MB)
MP4
31 Intuition Behind Linear Regression- Part 2.mp4 (44.35 MB)
MP4
32 Intuition Behind Linear Regression- Part 3.mp4 (81.8 MB)
MP4
33 Intuition Behind KNN- Part 1.mp4 (41.12 MB)
MP4
34 Intuition Behind KNN- Part 2.mp4 (33.82 MB)
MP4
35 Intuition Behind KNN- Part 3.mp4 (28.39 MB)
MP4
36 Intuition Behind KNN- Part 4.mp4 (37.95 MB)
MP4
37 Playing with Multiple classification Algorithms.mp4 (108.99 MB)
MP4
38 Part1-- What is Cross-validation & when to use it.mp4 (41.66 MB)
MP4
39 Part2 -- What is Cross-validation & when to use it.mp4 (67.34 MB)
MP4
4 Prepare your reviews list feature using regular expression.mp4 (119.65 MB)
MP4
40 How to Cross validate your Machine learning model.mp4 (76.74 MB)
MP4
5 How to Generate your word-cloud.mp4 (140.47 MB)
MP4
6 Data Cleaning on reviews list.mp4 (137.81 MB)
MP4
7 What are Stopwords & how to remove it from our data.mp4 (186.72 MB)
MP4
8 What is Unigram & how to Perform Unigram Analysis.mp4 (111.29 MB)
MP4
9 What are Bigram & Trigrams and how to perform Bigram & TriGram Analysis.mp4 (82.95 MB)
MP4
1 How to obtain label distribution.mp4 (75.4 MB)
MP4
2 Intuition Behind Bag of words.mp4 (62.57 MB)
MP4
3 Applying TF IDF & Bag-of-words on Data.mp4 (122.12 MB)
MP4
4 How to build a Pipeline.mp4 (98.24 MB)
MP4
5 Applying Multiple Algorithms on Data.mp4 (87.37 MB)
MP4
1 How to Perform Sentiment Analysis on data.mp4 (59.11 MB)
MP4
2 How to Pre-Process our data.mp4 (74.71 MB)
MP4
3 Lets Perform Data Cleaning on data.mp4 (61.43 MB)
MP4
4 Perform Data Analysis on Data.mp4 (99.47 MB)
MP4