Download Data Science Masterclass 2021: Build 30 Real World Projects Torrent

Torrent Contents Size: 10.92 GB

Data Science Masterclass 2021: Build 30 Real World Projects

▼ show more 368 files

1. Introduction To The Course

1. Introduction to the course.mp4	MP4	31.32 MB
2. Introduction Course Outline.mp4	MP4	60.93 MB
3. Udemy Course Feedback.mp4	MP4	2.03 MB
3. Udemy Course Feedback.srt	SRT	42 B

10. Project-9 Bird Species Prediction App

1. Introduction.mp4	MP4	21.47 MB
1. Introduction.srt	SRT	2.95 KB
2. Improting Libraries And Data.mp4	MP4	57.53 MB
2. Improting Libraries And Data.srt	SRT	6.83 KB
3. Data processing.mp4	MP4	30.93 MB
3. Data processing.srt	SRT	4.2 KB
4. Creating Machine Learning Model.mp4	MP4	94.29 MB
4. Creating Machine Learning Model.srt	SRT	11.65 KB
5. Creating A Flask App.mp4	MP4	72 MB
5. Creating A Flask App.srt	SRT	15.48 KB
6. Download The Project Files.html	HTML	33 B
6.1 Bird Species Flask App.zip	ZIP	3.87 MB
6.2 Collab Code.zip	ZIP	15.26 MB

11. Project-10 Intel Image Classification App

1. Introduction.mp4	MP4	25.71 MB
1. Introduction.srt	SRT	3.19 KB
2. Importing and processing data.mp4	MP4	65.79 MB
2. Importing and processing data.srt	SRT	7.76 KB
3. Creating a Model.mp4	MP4	88.4 MB
3. Creating a Model.srt	SRT	10.73 KB
4. Creating a Flask App.mp4	MP4	59.44 MB
4. Creating a Flask App.srt	SRT	14.36 KB
5. Download The Project Files.html	HTML	33 B
5.1 Collab Code.zip	ZIP	42.64 MB
5.2 Intel Image Flask App.zip	ZIP	3.54 MB

12. Project-11 Sentiment Analysis Using Logistic Regression

1. Introduction to Sentiment Analysis.mp4	MP4	9.17 MB
1. Introduction to Sentiment Analysis.srt	SRT	2.39 KB
2. Project Notebook Google Colab.mp4	MP4	140.82 MB
2. Project Notebook Google Colab.srt	SRT	20.05 KB
3. Building Django App.mp4	MP4	71.94 MB
3. Building Django App.srt	SRT	12.19 KB
4. Deploying App In Heroku.mp4	MP4	79.14 MB
4. Deploying App In Heroku.srt	SRT	14.06 KB
5. Download The Project Files.html	HTML	33 B
5.1 1-Sentiment Analysis Code.zip	ZIP	106.73 KB

13. Project-12 Attrition Rate Django App

1. Introduction.mp4	MP4	9.25 MB
1. Introduction.srt	SRT	2.88 KB
2. Creating Colab Notebook.mp4	MP4	213.79 MB
2. Creating Colab Notebook.srt	SRT	30.88 KB
3. Creating Django Application.mp4	MP4	85.07 MB
3. Creating Django Application.srt	SRT	12.09 KB
4. Deploy the app in Heroku.mp4	MP4	60.5 MB
4. Deploy the app in Heroku.srt	SRT	10.67 KB
5. Download The Project Files.html	HTML	33 B
5.1 2-Attrition Rate Django code.zip	ZIP	131.37 KB

14. Project-13 Project To Find Legendary Pokemon

1. Introduction.mp4	MP4	10.3 MB
1. Introduction.srt	SRT	2.93 KB
2. Creating Colab Notebook.mp4	MP4	177.23 MB
2. Creating Colab Notebook.srt	SRT	21.22 KB
3. Creating Django Application.mp4	MP4	108.18 MB
3. Creating Django Application.srt	SRT	13.99 KB
4. Deploy the app in Heroku.mp4	MP4	62.23 MB
4. Deploy the app in Heroku.srt	SRT	9.96 KB
5. Download The Project Files.html	HTML	33 B
5.1 Pokemon APP Code.zip	ZIP	1.42 MB

15. Project-14 Create Face Detection Application

1. Introduction.mp4	MP4	11.39 MB
1. Introduction.srt	SRT	3.18 KB
2. Creating The Face App Using OpenCV 1.mp4	MP4	103.67 MB
2. Creating The Face App Using OpenCV 1.srt	SRT	16.43 KB
3. Creating The Face App Using OpenCV 2.mp4	MP4	65.68 MB
3. Creating The Face App Using OpenCV 2.srt	SRT	11.64 KB
4. Creating The Face App Using OpenCV 3.mp4	MP4	94.2 MB
4. Creating The Face App Using OpenCV 3.srt	SRT	14.38 KB
5. Download The Project Files.html	HTML	33 B
5.1 Face Detection App- Code.zip	ZIP	142.33 KB

16. Project-15 Cats Vs Dogs Image Classification App

1. Introduction To Cats Vs Dogs Classification.mp4	MP4	13.18 MB
1. Introduction To Cats Vs Dogs Classification.srt	SRT	3.45 KB
2. Creating Project Notebook.mp4	MP4	244.31 MB
2. Creating Project Notebook.srt	SRT	28.21 KB
3. Building Model.mp4	MP4	74.76 MB
3. Building Model.srt	SRT	9.21 KB
4. Building Flask App.mp4	MP4	51.9 MB
4. Building Flask App.srt	SRT	8.36 KB
5. Flask App Deployment.mp4	MP4	65.82 MB
5. Flask App Deployment.srt	SRT	10.24 KB
6. Download The Project Files.html	HTML	33 B
6.1 Cats Vs Dogs App Code.zip	ZIP	180.59 MB

17. Project-16 Customer Revenue Prediction

1. Introduction To Customer Revenue Prediction.mp4	MP4	13.29 MB
1. Introduction To Customer Revenue Prediction.srt	SRT	3.33 KB
2. Colab Notebook.mp4	MP4	201.73 MB
2. Colab Notebook.srt	SRT	25.41 KB
3. Creating Flask App.mp4	MP4	117.96 MB
3. Creating Flask App.srt	SRT	16.3 KB
4. Deploying Flask App.mp4	MP4	66.45 MB
4. Deploying Flask App.srt	SRT	10.21 KB
5. Download The Project Files.html	HTML	33 B
5.1 Customer Revenue Prediction Code.zip	ZIP	1.16 MB

18. Project-17 Gender From Voice Prediction

1. Introduction.mp4	MP4	10.54 MB
1. Introduction.srt	SRT	2.83 KB
2. Creating Project Notebook.mp4	MP4	242.9 MB
2. Creating Project Notebook.srt	SRT	28.57 KB
3. Creating Project App Django.mp4	MP4	106.68 MB
3. Creating Project App Django.srt	SRT	14.33 KB
4. Deploying The App.mp4	MP4	61.14 MB
4. Deploying The App.srt	SRT	9.69 KB
5. Download The Project Files.html	HTML	33 B
5.1 Voice Gender Prediction code.zip	ZIP	3.07 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

19. Project-18 Restaurant Recommendation System

1. Introduction.mp4	MP4	21.27 MB
1. Introduction.srt	SRT	4.82 KB
2. Creating Colab Notebook.mp4	MP4	116.67 MB
2. Creating Colab Notebook.srt	SRT	15.79 KB
3. Exploratory Data Analysis.mp4	MP4	85.45 MB
3. Exploratory Data Analysis.srt	SRT	11.13 KB
4. Data Analysis 2.mp4	MP4	242.84 MB
4. Data Analysis 2.srt	SRT	35.04 KB
5. Download The Project Files.html	HTML	33 B
5.1 Restaurant Rec - Code.zip	ZIP	1.07 MB

2. Project-1 Pan Card Tempering Detector Application

1. Introduction.mp4	MP4	16.2 MB
1. Introduction.srt	SRT	2.39 KB
2. Loading libraries and dataset.mp4	MP4	106.87 MB
2. Loading libraries and dataset.srt	SRT	15.88 KB
3. Creating the pancard detector with opencv.mp4	MP4	106.87 MB
3. Creating the pancard detector with opencv.srt	SRT	15.88 KB
4. Creating the Flask App.mp4	MP4	14.94 MB
4. Creating the Flask App.srt	SRT	4.55 KB
5. Creating Important functions.mp4	MP4	29.11 MB
5. Creating Important functions.srt	SRT	5.4 KB
6. Deploy the app in Heroku.mp4	MP4	39.07 MB
6. Deploy the app in Heroku.srt	SRT	6.66 KB
7. Testing the deployed pan card detector..mp4	MP4	5.72 MB
7. Testing the deployed pan card detector..srt	SRT	1.92 KB
8. Download The Project Files.html	HTML	33 B
8.1 Collab Code.zip	ZIP	339.28 KB
8.2 Pan Card Tampering Flask App.zip	ZIP	421.69 KB

20. Project-19 Check Happiness Ranking Using Machine Learning

1. Introduction.mp4	MP4	16.34 MB
1. Introduction.srt	SRT	3.98 KB
2. Project Notebook.mp4	MP4	240.47 MB
2. Project Notebook.srt	SRT	30.76 KB
3. Creating Django App.mp4	MP4	138.4 MB
3. Creating Django App.srt	SRT	19.7 KB
4. Deploying Django App.mp4	MP4	59.41 MB
4. Deploying Django App.srt	SRT	10.1 KB
5. Download The Project Files.html	HTML	33 B
5.1 Happiness Ranking - Code.zip	ZIP	107.42 KB

21. Project-20 Predicting Forest Fire - Machine Learning

1. Introduction.mp4	MP4	19.43 MB
1. Introduction.srt	SRT	4.87 KB
2. Project Notebook.mp4	MP4	207.16 MB
2. Project Notebook.srt	SRT	27.86 KB
3. Project Notebook Part 2.mp4	MP4	76.38 MB
3. Project Notebook Part 2.srt	SRT	8.95 KB
4. Creating Django App.mp4	MP4	117.09 MB
4. Creating Django App.srt	SRT	17.57 KB
5. Deploying Django App.mp4	MP4	57.63 MB
5. Deploying Django App.srt	SRT	10.7 KB
6. Download The Project Files.html	HTML	33 B
6.1 Forest Fires App -Code.zip	ZIP	187.45 MB

22. Project-21 Black Friday Sale Prediction

1. Importing libraries and data.mp4	MP4	36.43 MB
1. Importing libraries and data.srt	SRT	5.1 KB
2. Understanding data.mp4	MP4	37.57 MB
2. Understanding data.srt	SRT	4.68 KB
3. Data visulaization and data preprocessing.mp4	MP4	108.93 MB
3. Data visulaization and data preprocessing.srt	SRT	13.69 KB
4. Model building part-1.mp4	MP4	49.27 MB
4. Model building part-1.srt	SRT	6.77 KB
5. Model building part-2.mp4	MP4	58.87 MB
5. Model building part-2.srt	SRT	6.88 KB
6. Download The Project Files.html	HTML	33 B
6.1 Notebook Black friday .zip	ZIP	7.68 MB

23. Project-22 Sentiment Analysis Project

1. Importing libraries and data.mp4	MP4	65.16 MB
1. Importing libraries and data.srt	SRT	8.37 KB
2. Text normalization.mp4	MP4	74.88 MB
2. Text normalization.srt	SRT	8.48 KB
3. Lemmatization.mp4	MP4	45.38 MB
3. Lemmatization.srt	SRT	5.09 KB
4. Data preprocessing.mp4	MP4	103.65 MB
4. Data preprocessing.srt	SRT	13 KB
5. Model Building.mp4	MP4	87.16 MB
5. Model Building.srt	SRT	12.56 KB
6. Download The Project Files.html	HTML	33 B
6.1 Sentiment analysis files.zip	ZIP	6.28 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

24. Project-23 Parkinson Syndrome Prediction

1. Importing libraries and data.mp4	MP4	39.69 MB
1. Importing libraries and data.srt	SRT	4.75 KB
2. Understanding the data.mp4	MP4	73.4 MB
2. Understanding the data.srt	SRT	9.28 KB
3. Data visualization.mp4	MP4	55 MB
3. Data visualization.srt	SRT	8.05 KB
4. Model building part 1.mp4	MP4	74.62 MB
4. Model building part 1.srt	SRT	9.67 KB
5. Model building part 2.mp4	MP4	104.82 MB
5. Model building part 2.srt	SRT	12.56 KB
6. Download The Project Files.html	HTML	33 B
6.1 Parkinson Disease files.zip	ZIP	106.85 KB

25. Project-24 Fake News Classifier - NLP

1. Importing libraries and data.mp4	MP4	32.13 MB
1. Importing libraries and data.srt	SRT	4.26 KB
2. data preprocessing.mp4	MP4	40.74 MB
2. data preprocessing.srt	SRT	4.44 KB
3. Text cleaning.mp4	MP4	61.04 MB
3. Text cleaning.srt	SRT	8.53 KB
4. Vectorizer.mp4	MP4	18.6 MB
4. Vectorizer.srt	SRT	2.34 KB
5. Model Building.mp4	MP4	101.92 MB
5. Model Building.srt	SRT	15.68 KB
6. Download The Project Files.html	HTML	33 B
6.1 Fake news classifier files.zip	ZIP	37.23 MB

26. Project-25 Toxic Comment Classifier

1. Importing libraries and data.mp4	MP4	47.87 MB
1. Importing libraries and data.srt	SRT	7.96 KB
2. Understanding data.mp4	MP4	31.94 MB
2. Understanding data.srt	SRT	5.69 KB
3. data visualization and preprocessing.mp4	MP4	80.5 MB
3. data visualization and preprocessing.srt	SRT	9.99 KB
4. Balancing the target column.mp4	MP4	51.53 MB
4. Balancing the target column.srt	SRT	7.75 KB
5. Model building.mp4	MP4	75.53 MB
5. Model building.srt	SRT	11.41 KB
6. Model evaluation.mp4	MP4	44.54 MB
6. Model evaluation.srt	SRT	6.5 KB
7. Download The Project Files.html	HTML	33 B
7.1 Toxic Comment Classifier files.zip	ZIP	28.56 MB

27. Project-26 Movie Ratings Prediction (IMDB)

1. Importing libraries and data.mp4	MP4	85.65 MB
1. Importing libraries and data.srt	SRT	14 KB
2. Understanding data.mp4	MP4	92.16 MB
2. Understanding data.srt	SRT	13 KB
3. Data visualization.mp4	MP4	68.63 MB
3. Data visualization.srt	SRT	8.62 KB
4. Data preprocessing.mp4	MP4	70.52 MB
4. Data preprocessing.srt	SRT	9.17 KB
5. Model building.mp4	MP4	114.48 MB
5. Model building.srt	SRT	14.46 KB
6. Download The Project Files.html	HTML	33 B
6.1 IMDB files.zip	ZIP	4.88 MB

28. Project-27 Air Quality Prediction

1. Importing libraries and data.mp4	MP4	59.56 MB
1. Importing libraries and data.srt	SRT	9.18 KB
2. Understanding data.mp4	MP4	71.76 MB
2. Understanding data.srt	SRT	9.54 KB
3. data visualization.mp4	MP4	92.58 MB
3. data visualization.srt	SRT	8.99 KB
4. data preprocessing.mp4	MP4	74.46 MB
4. data preprocessing.srt	SRT	9.6 KB
5. Feature Engineering.mp4	MP4	113.87 MB
5. Feature Engineering.srt	SRT	13.08 KB
6. Model building part1.mp4	MP4	123.41 MB
6. Model building part1.srt	SRT	14.17 KB
7. Model building part2.mp4	MP4	49.51 MB
7. Model building part2.srt	SRT	6.26 KB
8. Download The Project Files.html	HTML	33 B
8.1 Indian Air Quality Files.zip	ZIP	11.58 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

29. Project-28 Covid-19 Case Analysis

1. Importing libraries and data.mp4	MP4	62.08 MB
1. Importing libraries and data.srt	SRT	8.18 KB
2. data preprocessing.mp4	MP4	119.12 MB
2. data preprocessing.srt	SRT	11.77 KB
3. Data Analysis.mp4	MP4	102.51 MB
3. Data Analysis.srt	SRT	14.22 KB
4. Data Analysis part2.mp4	MP4	134.98 MB
4. Data Analysis part2.srt	SRT	14.42 KB
5. Download The Project Files.html	HTML	33 B
5.1 Covid-19 Analysis Files.zip	ZIP	1.29 MB

3. Project-2 Dog breed prediction application

1. Introduction.mp4	MP4	15.91 MB
1. Introduction.srt	SRT	2.54 KB
2. Importing the data and libraries.mp4	MP4	56.79 MB
2. Importing the data and libraries.srt	SRT	6.6 KB
3. Data Preprocessing.mp4	MP4	29.95 MB
3. Data Preprocessing.srt	SRT	3.59 KB
4. Build and Train Model.mp4	MP4	73.27 MB
4. Build and Train Model.srt	SRT	9.35 KB
5. Testing the model.mp4	MP4	18.76 MB
5. Testing the model.srt	SRT	2.91 KB
6. Creating the Flask App.mp4	MP4	28.11 MB
6. Creating the Flask App.srt	SRT	8.74 KB
7. Running the app in system.mp4	MP4	17.28 MB
7. Running the app in system.srt	SRT	5.22 KB
8. Download The Project Files.html	HTML	33 B
8.1 Collab Code.zip	ZIP	13.51 KB
8.2 Dog Breed Prediction Streamlit App.zip	ZIP	1.76 MB

30. Project-29 Customer Churning Prediction

1. Importing libraries and data.mp4	MP4	113.33 MB
1. Importing libraries and data.srt	SRT	16.05 KB
2. Understanding data.mp4	MP4	68.94 MB
2. Understanding data.srt	SRT	7.47 KB
3. data visualization.mp4	MP4	160.48 MB
3. data visualization.srt	SRT	19.22 KB
4. Model building.mp4	MP4	147.29 MB
4. Model building.srt	SRT	16.29 KB
5. Hypertuning.mp4	MP4	102.25 MB
5. Hypertuning.srt	SRT	8.95 KB
6. Download The Project Files.html	HTML	33 B
6.1 Customer churn files.zip	ZIP	3.6 MB

31. Project-30 Create A Chatbot Using NLP

1. Importing libraries and data.mp4	MP4	39.09 MB
1. Importing libraries and data.srt	SRT	4.59 KB
2. Understanding data.mp4	MP4	50.67 MB
2. Understanding data.srt	SRT	8.71 KB
3. data visualization.mp4	MP4	74.31 MB
3. data visualization.srt	SRT	8.27 KB
4. text normalization.mp4	MP4	112.89 MB
4. text normalization.srt	SRT	11.87 KB
5. Creating a application.mp4	MP4	76.9 MB
5. Creating a application.srt	SRT	8.97 KB
6. Download The Project Files.html	HTML	33 B
6.1 Chatbot files.zip	ZIP	1.45 MB

4. Project-3 Create Image Watermarking Application

1. Introduction To Image Watermarking.mp4	MP4	15.11 MB
1. Introduction To Image Watermarking.srt	SRT	2.94 KB
1.1 Collab Code.zip	ZIP	55.78 KB
1.2 Image Watermarking Flask App.zip	ZIP	3.31 MB
2. Importing libraries and logo.mp4	MP4	25.17 MB
2. Importing libraries and logo.srt	SRT	3.49 KB
3. Create text and image watermark.mp4	MP4	75.98 MB
3. Create text and image watermark.srt	SRT	11.65 KB
4. Creating the app.mp4	MP4	63.32 MB
4. Creating the app.srt	SRT	15.92 KB
5. Deploying the app in Heroku.mp4	MP4	30 MB
5. Deploying the app in Heroku.srt	SRT	6.32 KB
6. Download The Project Files.html	HTML	33 B
6.1 Collab Code.zip	ZIP	55.78 KB
6.2 Image Watermarking Flask App.zip	ZIP	3.31 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

5. Project-4 Traffic sign classification

1. Introduction to traffic sign classification.mp4	MP4	30.82 MB
1. Introduction to traffic sign classification.srt	SRT	4.28 KB
1.1 Collab Code.zip	ZIP	266.28 KB
2. Importing the data and libraries.mp4	MP4	57.45 MB
2. Importing the data and libraries.srt	SRT	7.26 KB
3. Image processing.mp4	MP4	45.03 MB
3. Image processing.srt	SRT	5.51 KB
4. Creating and testing the model.mp4	MP4	62.05 MB
4. Creating and testing the model.srt	SRT	9.64 KB
5. Creating model for test set.mp4	MP4	47.4 MB
5. Creating model for test set.srt	SRT	6.95 KB
6. Download The Project Files.html	HTML	33 B
6.1 Collab Code.zip	ZIP	276.28 KB

6. Project-5 Text Extraction From Image Application

1. Introduction.mp4	MP4	18.51 MB
1. Introduction.srt	SRT	2.59 KB
2. Importing libraries and data.mp4	MP4	33.94 MB
2. Importing libraries and data.srt	SRT	4.64 KB
3. Extracting the test from image.mp4	MP4	40.63 MB
3. Extracting the test from image.srt	SRT	5 KB
4. Modifiying the extractor.mp4	MP4	69.94 MB
4. Modifiying the extractor.srt	SRT	9.59 KB
5. Creating the extractor app.mp4	MP4	38.63 MB
5. Creating the extractor app.srt	SRT	11.56 KB
6. Running the extractor app.mp4	MP4	14.86 MB
6. Running the extractor app.srt	SRT	2.9 KB
7. Download The Project Files.html	HTML	33 B
7.1 Collab Code.zip	ZIP	51.28 KB
7.2 Text Extraction Flask App.zip	ZIP	261.83 KB

7. Project-6 Plant Disease Prediction Application

1. Introduction.mp4	MP4	35.11 MB
1. Introduction.srt	SRT	4.03 KB
2. Importing libraries and data.mp4	MP4	31.78 MB
2. Importing libraries and data.srt	SRT	3.87 KB
3. Understanding the data.mp4	MP4	49.79 MB
3. Understanding the data.srt	SRT	5.41 KB
4. Model building.mp4	MP4	76.83 MB
4. Model building.srt	SRT	8.9 KB
5. Creating an app using streamlit.mp4	MP4	51.26 MB
5. Creating an app using streamlit.srt	SRT	13.06 KB
6. Download The Project Files.html	HTML	33 B
6.1 Collab Code.zip	ZIP	14.57 MB
6.2 Plant Disease Flask App.zip	ZIP	2.27 MB

8. Project-7 Vehicle Detection & Counting OpenCV, Flask App

1. Introduction To Vehicle Detection.mp4	MP4	25.78 MB
1. Introduction To Vehicle Detection.srt	SRT	3.21 KB
2. Importing libraries and data.mp4	MP4	22.43 MB
2. Importing libraries and data.srt	SRT	3.71 KB
3. Transforing Images and creating output.mp4	MP4	99.08 MB
3. Transforing Images and creating output.srt	SRT	12.57 KB
4. Creating a Flask App.mp4	MP4	83.97 MB
4. Creating a Flask App.srt	SRT	18.53 KB
5. Download The Project Files.html	HTML	33 B
5.1 Collab Code.zip	ZIP	5.68 MB
5.2 Detect and Count Vehicle Flask App.zip	ZIP	633.54 KB

9. Project-8 Create A Face Swapping Application

1. Introduction.mp4	MP4	20.38 MB
1. Introduction.srt	SRT	2.61 KB
2. Importing libraries and data.mp4	MP4	36.14 MB
2. Importing libraries and data.srt	SRT	5.01 KB
3. Data preprocessing and creating output.mp4	MP4	127.52 MB
3. Data preprocessing and creating output.srt	SRT	15.79 KB
4. Creating A Flask App.mp4	MP4	78.45 MB
4. Creating A Flask App.srt	SRT	17.22 KB
5. Download The Project Files.html	HTML	33 B
5.1 Collab code.zip	ZIP	13.4 KB
5.2 Face Swap Flask App.zip	ZIP	70.13 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

Description

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Data Science Masterclass 2021: Build 30 Real World Projects

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