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