Download Free Download : Udemy Machine Learning Real World Case Studies Hands on Python
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:7.04 GB
Files Included :
1 Intro !!.mp4 (75.99 MB)
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2 Utilize this oppurtunity , QnA section !!.mp4 (5.36 MB)
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3 How to follow this course-must watch.mp4 (16.27 MB)
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4 How to install Anaconda & Jupyter Notebook.mp4 (23.83 MB)
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5 Quick Summary of Jupyter Notebook.mp4 (43.39 MB)
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1 Introduction to Problem Statement.mp4 (45.7 MB)
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10 Analysing distrbution of Ratings.mp4 (65.96 MB)
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11 Perform Data Preparation for Analysing App Category.mp4 (85.73 MB)
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12 Analysing Android version of data.mp4 (114.18 MB)
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13 Lets Perform Data Cleaning.mp4 (104.83 MB)
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14 Lets Clean & ready our Rating & Installs feature.mp4 (107.53 MB)
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15 Perform Data-Preparation on Size Feature.mp4 (157.36 MB)
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16 Perform Feature Selection algorithms to select important features.mp4 (75 MB)
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17 How Feature selection works.mp4 (126.32 MB)
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18 What are outliers & how to find it.mp4 (98.13 MB)
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19 Outliers Detection using IQR.mp4 (121.96 MB)
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20 Outlier Detection in Install feature.mp4 (83.47 MB)
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21 How to Impute Outliers.mp4 (73.42 MB)
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22 what is Data Transformation.mp4 (109.45 MB)
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23 What are Missing Values & how to fill Missing values.mp4 (101.97 MB)
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24 What is Data Discretization & how to apply it in real-world.mp4 (99.98 MB)
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25 What is Mean Encoding & how to apply it in real world.mp4 (120.07 MB)
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26 What is Target Guided Mean Encoding.mp4 (67.77 MB)
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27 What is Label Encoding & how to apply it in real-world.mp4 (130.89 MB)
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28 Applying Label Encoding & preparing your data for Data Modelling.mp4 (94.27 MB)
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29 Intuition behind Logistic Regression-part 1.mp4 (57.97 MB)
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3 Understand the big Idea- how to collect data !.mp4 (97.08 MB)
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30 Intuition behind Logistic Regression-part 2.mp4 (44.15 MB)
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31 Building Logistic Regression Model.mp4 (114.71 MB)
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32 Intuition Behind Decision Trees - Part 1.mp4 (40.56 MB)
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33 Intuition Behind Decision Trees - Part 2.mp4 (63.15 MB)
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34 Intuition Behind Decision Trees - Part 3.mp4 (60.68 MB)
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35 Intuition Behind Decision Trees - Part 4.mp4 (73.5 MB)
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36 Intuition Behind Decision Trees - Part 5.mp4 (62.14 MB)
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37 Intuition Behind Decision Trees - Part 6.mp4 (39.6 MB)
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38 Intuition Behind Random Forest - Part 1.mp4 (77.76 MB)
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39 Intuition Behind Random Forest - Part 2.mp4 (50.78 MB)
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4 Perform descriptive analysis on Data !.mp4 (133.48 MB)
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40 Hypertune your Logistic Regression Model.mp4 (89.89 MB)
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41 Hypertune your Random Forest Model.mp4 (119.01 MB)
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5 Perform Exploratory Data Analysis to understand Patterns.mp4 (126.62 MB)
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6 How to Automate your code !.mp4 (102.2 MB)
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7 Automate your data Visualisation code.mp4 (143.33 MB)
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8 Understand Hidden patterns from data.mp4 (82.31 MB)
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9 Analyse whether Google is Bias or not !.mp4 (48.57 MB)
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10 Obtaining label distribution of data.mp4 (49.02 MB)
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11 how to visualize outliers.mp4 (123.89 MB)
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12 Imputing the outliers.mp4 (126.04 MB)
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13 Perform In-depth analysis on data.mp4 (120.04 MB)
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14 Extract important features using Co-relation.mp4 (147.17 MB)
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15 Most suitable Feature encoding technique In real-world.mp4 (115.22 MB)
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16 Lets pre-process our data for Feature Encoding.mp4 (130.08 MB)
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17 Automate your Data Preparation stuffs !.mp4 (121.51 MB)
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18 What is Frequency Encoding & how to apply it in Real-World.mp4 (127.89 MB)
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19 Lets Build a Decision Tree Model.mp4 (113.82 MB)
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2 How to load data & fill missing values in data !.mp4 (100.36 MB)
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20 Playing with Multiple Algorithms.mp4 (103.07 MB)
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21 Lets Hypertune our model.mp4 (165.71 MB)
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3 Fix Missing values of Data !.mp4 (101.37 MB)
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4 How to fill Missing values using Random Value Imputation.mp4 (129.87 MB)
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5 Perform Wordcloud Analysis.mp4 (178.09 MB)
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6 Lets Clean Description Feature.mp4 (184.8 MB)
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7 Lets Prepare Description Feature using nltk !.mp4 (190.29 MB)
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8 Perform Unigram , bigram & trigram analysis.mp4 (139 MB)
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9 Perform GeoSpatial Analysis.mp4 (63.48 MB)
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2 Lets Prepare our Data.mp4 (98.49 MB)
MP4
3 Finding co-relation values of a matrix.mp4 (111.48 MB)
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4 Define own function to understand our Data !.mp4 (110.05 MB)
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5 Perform In-Depth Analysis !.mp4 (156.31 MB)
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6 Finding relationship in data !.mp4 (119.15 MB)
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7 Lets explore our data !.mp4 (170.13 MB)
MP4
8 Data Preparation for Modelling !.mp4 (51.38 MB)
MP4
9 Build a Machine learning Model.mp4 (88.09 MB)
MP4
MP4
2 Utilize this oppurtunity , QnA section !!.mp4 (5.36 MB)
MP4
3 How to follow this course-must watch.mp4 (16.27 MB)
MP4
4 How to install Anaconda & Jupyter Notebook.mp4 (23.83 MB)
MP4
5 Quick Summary of Jupyter Notebook.mp4 (43.39 MB)
MP4
1 Introduction to Problem Statement.mp4 (45.7 MB)
MP4
10 Analysing distrbution of Ratings.mp4 (65.96 MB)
MP4
11 Perform Data Preparation for Analysing App Category.mp4 (85.73 MB)
MP4
12 Analysing Android version of data.mp4 (114.18 MB)
MP4
13 Lets Perform Data Cleaning.mp4 (104.83 MB)
MP4
14 Lets Clean & ready our Rating & Installs feature.mp4 (107.53 MB)
MP4
15 Perform Data-Preparation on Size Feature.mp4 (157.36 MB)
MP4
16 Perform Feature Selection algorithms to select important features.mp4 (75 MB)
MP4
17 How Feature selection works.mp4 (126.32 MB)
MP4
18 What are outliers & how to find it.mp4 (98.13 MB)
MP4
19 Outliers Detection using IQR.mp4 (121.96 MB)
MP4
20 Outlier Detection in Install feature.mp4 (83.47 MB)
MP4
21 How to Impute Outliers.mp4 (73.42 MB)
MP4
22 what is Data Transformation.mp4 (109.45 MB)
MP4
23 What are Missing Values & how to fill Missing values.mp4 (101.97 MB)
MP4
24 What is Data Discretization & how to apply it in real-world.mp4 (99.98 MB)
MP4
25 What is Mean Encoding & how to apply it in real world.mp4 (120.07 MB)
MP4
26 What is Target Guided Mean Encoding.mp4 (67.77 MB)
MP4
27 What is Label Encoding & how to apply it in real-world.mp4 (130.89 MB)
MP4
28 Applying Label Encoding & preparing your data for Data Modelling.mp4 (94.27 MB)
MP4
29 Intuition behind Logistic Regression-part 1.mp4 (57.97 MB)
MP4
3 Understand the big Idea- how to collect data !.mp4 (97.08 MB)
MP4
30 Intuition behind Logistic Regression-part 2.mp4 (44.15 MB)
MP4
31 Building Logistic Regression Model.mp4 (114.71 MB)
MP4
32 Intuition Behind Decision Trees - Part 1.mp4 (40.56 MB)
MP4
33 Intuition Behind Decision Trees - Part 2.mp4 (63.15 MB)
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34 Intuition Behind Decision Trees - Part 3.mp4 (60.68 MB)
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35 Intuition Behind Decision Trees - Part 4.mp4 (73.5 MB)
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36 Intuition Behind Decision Trees - Part 5.mp4 (62.14 MB)
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37 Intuition Behind Decision Trees - Part 6.mp4 (39.6 MB)
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38 Intuition Behind Random Forest - Part 1.mp4 (77.76 MB)
MP4
39 Intuition Behind Random Forest - Part 2.mp4 (50.78 MB)
MP4
4 Perform descriptive analysis on Data !.mp4 (133.48 MB)
MP4
40 Hypertune your Logistic Regression Model.mp4 (89.89 MB)
MP4
41 Hypertune your Random Forest Model.mp4 (119.01 MB)
MP4
5 Perform Exploratory Data Analysis to understand Patterns.mp4 (126.62 MB)
MP4
6 How to Automate your code !.mp4 (102.2 MB)
MP4
7 Automate your data Visualisation code.mp4 (143.33 MB)
MP4
8 Understand Hidden patterns from data.mp4 (82.31 MB)
MP4
9 Analyse whether Google is Bias or not !.mp4 (48.57 MB)
MP4
10 Obtaining label distribution of data.mp4 (49.02 MB)
MP4
11 how to visualize outliers.mp4 (123.89 MB)
MP4
12 Imputing the outliers.mp4 (126.04 MB)
MP4
13 Perform In-depth analysis on data.mp4 (120.04 MB)
MP4
14 Extract important features using Co-relation.mp4 (147.17 MB)
MP4
15 Most suitable Feature encoding technique In real-world.mp4 (115.22 MB)
MP4
16 Lets pre-process our data for Feature Encoding.mp4 (130.08 MB)
MP4
17 Automate your Data Preparation stuffs !.mp4 (121.51 MB)
MP4
18 What is Frequency Encoding & how to apply it in Real-World.mp4 (127.89 MB)
MP4
19 Lets Build a Decision Tree Model.mp4 (113.82 MB)
MP4
2 How to load data & fill missing values in data !.mp4 (100.36 MB)
MP4
20 Playing with Multiple Algorithms.mp4 (103.07 MB)
MP4
21 Lets Hypertune our model.mp4 (165.71 MB)
MP4
3 Fix Missing values of Data !.mp4 (101.37 MB)
MP4
4 How to fill Missing values using Random Value Imputation.mp4 (129.87 MB)
MP4
5 Perform Wordcloud Analysis.mp4 (178.09 MB)
MP4
6 Lets Clean Description Feature.mp4 (184.8 MB)
MP4
7 Lets Prepare Description Feature using nltk !.mp4 (190.29 MB)
MP4
8 Perform Unigram , bigram & trigram analysis.mp4 (139 MB)
MP4
9 Perform GeoSpatial Analysis.mp4 (63.48 MB)
MP4
2 Lets Prepare our Data.mp4 (98.49 MB)
MP4
3 Finding co-relation values of a matrix.mp4 (111.48 MB)
MP4
4 Define own function to understand our Data !.mp4 (110.05 MB)
MP4
5 Perform In-Depth Analysis !.mp4 (156.31 MB)
MP4
6 Finding relationship in data !.mp4 (119.15 MB)
MP4
7 Lets explore our data !.mp4 (170.13 MB)
MP4
8 Data Preparation for Modelling !.mp4 (51.38 MB)
MP4
9 Build a Machine learning Model.mp4 (88.09 MB)
MP4
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um Code Inhalt zu sehen!