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Title: GitHub - sumedhiscoding/Applied_AI_Course_Notes: Applied Artificial intelligence Course from Online course Notes

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4 Commitshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/commits/master/
https://github.com/sumedhiscoding/Applied_AI_Course_Notes/commits/master/
1 - How to utilise Aplied Al Course/1.1 - How to Learn from Appliedaicoursehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/1%20-%20How%20to%20utilise%20Aplied%20Al%20Course/1.1%20-%20How%20to%20Learn%20from%20Appliedaicourse
1 - How to utilise Aplied Al Course/1.1 - How to Learn from Appliedaicoursehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/1%20-%20How%20to%20utilise%20Aplied%20Al%20Course/1.1%20-%20How%20to%20Learn%20from%20Appliedaicourse
10 - Linear Algebrahttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/10%20-%20Linear%20Algebra
10 - Linear Algebrahttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/10%20-%20Linear%20Algebra
11 - Probability and Statisticshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/11%20-%20Probability%20and%20Statistics
11 - Probability and Statisticshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/11%20-%20Probability%20and%20Statistics
12 - Q and A/12.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/12%20-%20Q%20and%20A/12.1%20-%20Questions%20%26%20Answers
12 - Q and A/12.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/12%20-%20Q%20and%20A/12.1%20-%20Questions%20%26%20Answers
13 - Dimensionally Reduction and Visualizationhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/13%20-%20Dimensionally%20Reduction%20and%20Visualization
13 - Dimensionally Reduction and Visualizationhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/13%20-%20Dimensionally%20Reduction%20and%20Visualization
14 - PCA (Principal Component Analysis)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/14%20-%20PCA%20(Principal%20%20Component%20Analysis)
14 - PCA (Principal Component Analysis)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/14%20-%20PCA%20(Principal%20%20Component%20Analysis)
15 - T-SNE (T-Distributed Stochastic Neighbourhood Embedding)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/15%20-%20T-SNE%20(T-Distributed%20Stochastic%20Neighbourhood%20Embedding)
15 - T-SNE (T-Distributed Stochastic Neighbourhood Embedding)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/15%20-%20T-SNE%20(T-Distributed%20Stochastic%20Neighbourhood%20Embedding)
16 - Q and A/16.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/16%20-%20Q%20and%20A/16.1%20-%20Questions%20%26%20Answers
16 - Q and A/16.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/16%20-%20Q%20and%20A/16.1%20-%20Questions%20%26%20Answers
17 - Case Study 1 - Predict Rating given Product review on Amazonhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/17%20-%20Case%20Study%201%20-%20Predict%20Rating%20given%20Product%20review%20on%20Amazon
17 - Case Study 1 - Predict Rating given Product review on Amazonhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/17%20-%20Case%20Study%201%20-%20Predict%20Rating%20given%20Product%20review%20on%20Amazon
18 - Classification and Regression Model - KNNhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/18%20-%20Classification%20and%20Regression%20Model%20-%20KNN
18 - Classification and Regression Model - KNNhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/18%20-%20Classification%20and%20Regression%20Model%20-%20KNN
19 - Q and A/19.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/19%20-%20Q%20and%20A/19.1%20-%20Questions%20%26%20Answers
19 - Q and A/19.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/19%20-%20Q%20and%20A/19.1%20-%20Questions%20%26%20Answers
2 - Python For Data Science Introductionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/2%20-%20Python%20For%20Data%20Science%20Introduction
2 - Python For Data Science Introductionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/2%20-%20Python%20For%20Data%20Science%20Introduction
20 - Classification Algo in Various Situationshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/20%20-%20Classification%20Algo%20in%20Various%20%20Situations
20 - Classification Algo in Various Situationshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/20%20-%20Classification%20Algo%20in%20Various%20%20Situations
21 - Performance Measurement of Modelhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/21%20-%20Performance%20Measurement%20of%20Model
21 - Performance Measurement of Modelhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/21%20-%20Performance%20Measurement%20of%20Model
22 - Q and A/22.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/22%20-%20Q%20and%20A/22.1%20-%20Questions%20%26%20Answers
22 - Q and A/22.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/22%20-%20Q%20and%20A/22.1%20-%20Questions%20%26%20Answers
23 - Naive Bayeshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/23%20-%20Naive%20Bayes
23 - Naive Bayeshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/23%20-%20Naive%20Bayes
24 - Logistic Regressionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/24%20-%20Logistic%20Regression
24 - Logistic Regressionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/24%20-%20Logistic%20Regression
25 - Linear Regressionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/25%20-%20Linear%20Regression
25 - Linear Regressionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/25%20-%20Linear%20Regression
26 - Solving Optimization Problemshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/26%20-%20Solving%20Optimization%20Problems
26 - Solving Optimization Problemshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/26%20-%20Solving%20Optimization%20Problems
27 - Q and A/27.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/27%20-%20Q%20and%20A/27.1%20-%20Questions%20%26%20Answers
27 - Q and A/27.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/27%20-%20Q%20and%20A/27.1%20-%20Questions%20%26%20Answers
28 - Support Vector Machines (SVM)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/28%20-%20Support%20Vector%20Machines%20(SVM)
28 - Support Vector Machines (SVM)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/28%20-%20Support%20Vector%20Machines%20(SVM)
29 - Q and A/29.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/29%20-%20Q%20and%20A/29.1%20-%20Questions%20%26%20Answers
29 - Q and A/29.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/29%20-%20Q%20and%20A/29.1%20-%20Questions%20%26%20Answers
3 - Python For Data Science Data Stucturehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/3%20-%20Python%20For%20Data%20Science%20Data%20Stucture
3 - Python For Data Science Data Stucturehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/3%20-%20Python%20For%20Data%20Science%20Data%20Stucture
30 - Decision Treeshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/30%20-%20Decision%20Trees
30 - Decision Treeshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/30%20-%20Decision%20Trees
31 - Q and A/31.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/31%20-%20Q%20and%20A/31.1%20-%20Questions%20%26%20Answers
31 - Q and A/31.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/31%20-%20Q%20and%20A/31.1%20-%20Questions%20%26%20Answers
32 - Ensemble Modelshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/32%20-%20Ensemble%20Models
32 - Ensemble Modelshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/32%20-%20Ensemble%20Models
34 - Miscellaneous Topicshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/34%20-%20Miscellaneous%20Topics
34 - Miscellaneous Topicshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/34%20-%20Miscellaneous%20Topics
35 - Unsupervised Learning - Clusteringhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/35%20-%20Unsupervised%20Learning%20-%20Clustering
35 - Unsupervised Learning - Clusteringhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/35%20-%20Unsupervised%20Learning%20-%20Clustering
36 - Hierarchical Clustering Techniquehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/36%20-%20Hierarchical%20Clustering%20Technique
36 - Hierarchical Clustering Techniquehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/36%20-%20Hierarchical%20Clustering%20Technique
37 - DBSCAN (Density Based Clustering) Techniquehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/37%20-%20DBSCAN%20(Density%20Based%20Clustering)%20Technique
37 - DBSCAN (Density Based Clustering) Techniquehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/37%20-%20DBSCAN%20(Density%20Based%20Clustering)%20Technique
38 - Recommender System and Matrix Factorizationhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/38%20-%20Recommender%20System%20and%20Matrix%20Factorization
38 - Recommender System and Matrix Factorizationhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/38%20-%20Recommender%20System%20and%20Matrix%20Factorization
39 - Q and A/39.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/39%20-%20Q%20and%20A/39.1%20-%20Questions%20%26%20Answers
39 - Q and A/39.1 - Questions & Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/39%20-%20Q%20and%20A/39.1%20-%20Questions%20%26%20Answers
4 - Python For Data Science Fuctionshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/4%20-%20Python%20For%20Data%20Science%20Fuctions
4 - Python For Data Science Fuctionshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/4%20-%20Python%20For%20Data%20Science%20Fuctions
40 - Case Study 2 - Stack Overflow Tag Predictorhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/40%20-%20Case%20Study%202%20-%20Stack%20Overflow%20Tag%20Predictor
40 - Case Study 2 - Stack Overflow Tag Predictorhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/40%20-%20Case%20Study%202%20-%20Stack%20Overflow%20Tag%20Predictor
41 - Case Study 3 - Quora Question Pair Similarity Problemhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/41%20-%20Case%20Study%203%20-%20Quora%20Question%20Pair%20Similarity%20Problem
41 - Case Study 3 - Quora Question Pair Similarity Problemhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/41%20-%20Case%20Study%203%20-%20Quora%20Question%20Pair%20Similarity%20Problem
42 - Case Study 4 - Amazon Fashion Discovery Enginehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/42%20-%20Case%20Study%204%20-%20Amazon%20Fashion%20Discovery%20Engine
42 - Case Study 4 - Amazon Fashion Discovery Enginehttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/42%20-%20Case%20Study%204%20-%20Amazon%20Fashion%20Discovery%20Engine
43 - Case Study 5 - Microsoft Malwere Detectionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/43%20-%20Case%20Study%205%20-%20Microsoft%20Malwere%20Detection
43 - Case Study 5 - Microsoft Malwere Detectionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/43%20-%20Case%20Study%205%20-%20Microsoft%20Malwere%20Detection
44 - Case Study 6 - Netflix Movie Recommendation Systemhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/44%20-%20Case%20Study%206%20-%20Netflix%20Movie%20Recommendation%20System
44 - Case Study 6 - Netflix Movie Recommendation Systemhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/44%20-%20Case%20Study%206%20-%20Netflix%20Movie%20Recommendation%20System
45 - Case Study 7 - Personalized Cancer Diagnosishttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/45%20-%20Case%20Study%207%20-%20Personalized%20Cancer%20Diagnosis
45 - Case Study 7 - Personalized Cancer Diagnosishttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/45%20-%20Case%20Study%207%20-%20Personalized%20Cancer%20Diagnosis
46 - Case Study 8 - Taxi Demand Prediction In Cityhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/46%20-%20Case%20Study%208%20-%20Taxi%20Demand%20Prediction%20In%20City
46 - Case Study 8 - Taxi Demand Prediction In Cityhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/46%20-%20Case%20Study%208%20-%20Taxi%20Demand%20Prediction%20In%20City
47 - Deep Learning - Neural Networkshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/47%20-%20Deep%20Learning%20-%20Neural%20Networks
47 - Deep Learning - Neural Networkshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/47%20-%20Deep%20Learning%20-%20Neural%20Networks
48 - Deep Learning - Deep Multi-Level Perceptronshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/48%20-%20Deep%20Learning%20-%20Deep%20Multi-Level%20Perceptrons
48 - Deep Learning - Deep Multi-Level Perceptronshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/48%20-%20Deep%20Learning%20-%20Deep%20Multi-Level%20Perceptrons
49 - Deep Learning - Tensorflow and Kerashttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/49%20-%20Deep%20Learning%20-%20Tensorflow%20and%20Keras
49 - Deep Learning - Tensorflow and Kerashttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/49%20-%20Deep%20Learning%20-%20Tensorflow%20and%20Keras
5 - Python For Data Science Numpyhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/5%20-%20Python%20For%20Data%20Science%20Numpy
5 - Python For Data Science Numpyhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/5%20-%20Python%20For%20Data%20Science%20Numpy
50 - Deep Learning - Convolutional Neural Netshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/50%20-%20Deep%20Learning%20-%20Convolutional%20Neural%20Nets
50 - Deep Learning - Convolutional Neural Netshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/50%20-%20Deep%20Learning%20-%20Convolutional%20Neural%20Nets
51 - Deep Learning - Long Short-Term Memory(LSTMS)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/51%20-%20Deep%20Learning%20-%20Long%20Short-Term%20Memory(LSTMS)
51 - Deep Learning - Long Short-Term Memory(LSTMS)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/51%20-%20Deep%20Learning%20-%20Long%20Short-Term%20Memory(LSTMS)
52 - Q and A/52.1 - Questions and Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/52%20-%20Q%20and%20%20A/52.1%20-%20Questions%20and%20Answers
52 - Q and A/52.1 - Questions and Answershttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/52%20-%20Q%20and%20%20A/52.1%20-%20Questions%20and%20Answers
53 - Case Study 9 - Self Driving Carhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/53%20-%20Case%20Study%209%20-%20Self%20Driving%20Car
53 - Case Study 9 - Self Driving Carhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/53%20-%20Case%20Study%209%20-%20Self%20Driving%20Car
54 - Case Study 10 - Music Generation Using Deep Learninghttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/54%20-%20Case%20Study%2010%20-%20Music%20Generation%20Using%20Deep%20Learning
54 - Case Study 10 - Music Generation Using Deep Learninghttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/54%20-%20Case%20Study%2010%20-%20Music%20Generation%20Using%20Deep%20Learning
55 - Case Study 11 - Human Activity Recognitionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/55%20-%20Case%20Study%2011%20-%20Human%20Activity%20Recognition
55 - Case Study 11 - Human Activity Recognitionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/55%20-%20Case%20Study%2011%20-%20Human%20Activity%20Recognition
56 - Facebook Friend Recommendation Using Graph Minninghttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/56%20-%20Facebook%20Friend%20Recommendation%20Using%20Graph%20Minning
56 - Facebook Friend Recommendation Using Graph Minninghttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/56%20-%20Facebook%20Friend%20Recommendation%20Using%20Graph%20Minning
57 - Database SQLhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/57%20-%20Database%20SQL
57 - Database SQLhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/57%20-%20Database%20SQL
58 - Case Studies/58.1 - AD-Click Predicitionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/58%20-%20Case%20Studies/58.1%20-%20AD-Click%20Predicition
58 - Case Studies/58.1 - AD-Click Predicitionhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/58%20-%20Case%20Studies/58.1%20-%20AD-Click%20Predicition
59 - Interview Questionshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/59%20-%20Interview%20Questions
59 - Interview Questionshttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/59%20-%20Interview%20Questions
6 - Python For Data Science Matplotlib/6.1 - Getting started with Matplotlibhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/6%20-%20Python%20For%20Data%20Science%20Matplotlib/6.1%20-%20Getting%20started%20with%20Matplotlib
6 - Python For Data Science Matplotlib/6.1 - Getting started with Matplotlibhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/6%20-%20Python%20For%20Data%20Science%20Matplotlib/6.1%20-%20Getting%20started%20with%20Matplotlib
7 - Python For Data Science Pandashttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/7%20-%20Python%20For%20Data%20Science%20Pandas
7 - Python For Data Science Pandashttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/7%20-%20Python%20For%20Data%20Science%20Pandas
8 - Python For Data Science Computational Complexityhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/8%20-%20Python%20For%20Data%20Science%20Computational%20Complexity
8 - Python For Data Science Computational Complexityhttps://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/8%20-%20Python%20For%20Data%20Science%20Computational%20Complexity
9 - Plotting for Exploratory Data Analysis (EDA)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/9%20-%20Plotting%20%20for%20Exploratory%20Data%20%20Analysis%20(EDA)
9 - Plotting for Exploratory Data Analysis (EDA)https://github.com/sumedhiscoding/Applied_AI_Course_Notes/tree/master/9%20-%20Plotting%20%20for%20Exploratory%20Data%20%20Analysis%20(EDA)
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