FreeCourseSite com Udemy Data Science Masterclass 2021 Build 30 Real World Projects

FreeCourseSite com Udemy Data Science Masterclass 2021 Build 30 Real World Projects

Name	[FreeCourseSite.com] Udemy - Data Science Masterclass 2021 Build 30 Real World Projects	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	11.7 GB
Total Files	374
Last Seen	2025-07-18 23:38
Hash	79EE133E0BE1E97E829BB83980A4C3043BB03A70

/0. Websites you may like/
[CourseClub.ME].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1. Introduction To The Course/
1. Introduction to the course.mp4	32.8 MB
1. Introduction to the course.srt	0.0 KB
2. Introduction Course Outline.mp4	63.9 MB
2. Introduction Course Outline.srt	0.0 KB
3. Udemy Course Feedback.mp4	2.1 MB
3. Udemy Course Feedback.srt	0.0 KB
/10. Project-9 Bird Species Prediction App/
1. Introduction.mp4	22.5 MB
1. Introduction.srt	3.0 KB
2. Improting Libraries And Data.mp4	60.3 MB
2. Improting Libraries And Data.srt	7.0 KB
3. Data processing.mp4	32.4 MB
3. Data processing.srt	4.3 KB
4. Creating Machine Learning Model.mp4	98.9 MB
4. Creating Machine Learning Model.srt	11.9 KB
5. Creating A Flask App.mp4	75.5 MB
5. Creating A Flask App.srt	15.9 KB
6. Download The Project Files.html	0.0 KB
6.1 Bird Species Flask App.zip	4.1 MB
6.2 Collab Code.zip	16.0 MB
/11. Project-10 Intel Image Classification App/
1. Introduction.mp4	27.0 MB
1. Introduction.srt	3.3 KB
2. Importing and processing data.mp4	69.0 MB
2. Importing and processing data.srt	7.9 KB
3. Creating a Model.mp4	92.7 MB
3. Creating a Model.srt	11.0 KB
4. Creating a Flask App.mp4	62.3 MB
4. Creating a Flask App.srt	14.7 KB
5. Download The Project Files.html	0.0 KB
5.1 Collab Code.zip	44.7 MB
5.2 Intel Image Flask App.zip	3.7 MB
/12. Project-11 Sentiment Analysis Using Logistic Regression/
1. Introduction to Sentiment Analysis.mp4	9.6 MB
1. Introduction to Sentiment Analysis.srt	2.5 KB
2. Project Notebook Google Colab.mp4	147.7 MB
2. Project Notebook Google Colab.srt	20.5 KB
3. Building Django App.mp4	75.4 MB
3. Building Django App.srt	12.5 KB
4. Deploying App In Heroku.mp4	83.0 MB
4. Deploying App In Heroku.srt	14.4 KB
5. Download The Project Files.html	0.0 KB
5.1 1-Sentiment Analysis Code.zip	109.3 KB
/13. Project-12 Attrition Rate Django App/
1. Introduction.mp4	9.7 MB
1. Introduction.srt	2.9 KB
2. Creating Colab Notebook.mp4	224.2 MB
2. Creating Colab Notebook.srt	31.6 KB
3. Creating Django Application.mp4	89.2 MB
3. Creating Django Application.srt	12.4 KB
4. Deploy the app in Heroku.mp4	63.4 MB
4. Deploy the app in Heroku.srt	10.9 KB
5. Download The Project Files.html	0.0 KB
5.1 2-Attrition Rate Django code.zip	134.5 KB
/14. Project-13 Project To Find Legendary Pokemon/
1. Introduction.mp4	10.8 MB
1. Introduction.srt	3.0 KB
2. Creating Colab Notebook.mp4	185.8 MB
2. Creating Colab Notebook.srt	21.7 KB
3. Creating Django Application.mp4	113.4 MB
3. Creating Django Application.srt	14.3 KB
4. Deploy the app in Heroku.mp4	65.2 MB
4. Deploy the app in Heroku.srt	10.2 KB
5. Download The Project Files.html	0.0 KB
5.1 Pokemon APP Code.zip	1.5 MB
/15. Project-14 Create Face Detection Application/
1. Introduction.mp4	11.9 MB
1. Introduction.srt	3.3 KB
2. Creating The Face App Using OpenCV 1.mp4	108.7 MB
2. Creating The Face App Using OpenCV 1.srt	16.8 KB
3. Creating The Face App Using OpenCV 2.mp4	68.9 MB
3. Creating The Face App Using OpenCV 2.srt	11.9 KB
4. Creating The Face App Using OpenCV 3.mp4	98.8 MB
4. Creating The Face App Using OpenCV 3.srt	14.7 KB
5. Download The Project Files.html	0.0 KB
5.1 Face Detection App- Code.zip	145.7 KB
/16. Project-15 Cats Vs Dogs Image Classification App/
1. Introduction To Cats Vs Dogs Classification.mp4	13.8 MB
1. Introduction To Cats Vs Dogs Classification.srt	3.5 KB
2. Creating Project Notebook.mp4	256.2 MB
2. Creating Project Notebook.srt	28.9 KB
3. Building Model.mp4	78.4 MB
3. Building Model.srt	9.4 KB
4. Building Flask App.mp4	54.4 MB
4. Building Flask App.srt	8.6 KB
5. Flask App Deployment.mp4	69.0 MB
5. Flask App Deployment.srt	10.5 KB
6. Download The Project Files.html	0.0 KB
6.1 Cats Vs Dogs App Code.zip	189.4 MB
/17. Project-16 Customer Revenue Prediction/
1. Introduction To Customer Revenue Prediction.mp4	13.9 MB
1. Introduction To Customer Revenue Prediction.srt	3.4 KB
2. Colab Notebook.mp4	211.5 MB
2. Colab Notebook.srt	26.0 KB
3. Creating Flask App.mp4	123.7 MB
3. Creating Flask App.srt	16.7 KB
4. Deploying Flask App.mp4	69.7 MB
4. Deploying Flask App.srt	10.5 KB
5. Download The Project Files.html	0.0 KB
5.1 Customer Revenue Prediction Code.zip	1.2 MB
/18. Project-17 Gender From Voice Prediction/
1. Introduction.mp4	11.1 MB
1. Introduction.srt	2.9 KB
2. Creating Project Notebook.mp4	254.7 MB
2. Creating Project Notebook.srt	29.3 KB
3. Creating Project App Django.mp4	111.9 MB
3. Creating Project App Django.srt	14.7 KB
4. Deploying The App.mp4	64.1 MB
4. Deploying The App.srt	9.9 KB
5. Download The Project Files.html	0.0 KB
5.1 Voice Gender Prediction code.zip	3.2 MB
/19. Project-18 Restaurant Recommendation System/
1. Introduction.mp4	22.3 MB
1. Introduction.srt	4.9 KB
2. Creating Colab Notebook.mp4	122.3 MB
2. Creating Colab Notebook.srt	16.2 KB
3. Exploratory Data Analysis.mp4	89.6 MB
3. Exploratory Data Analysis.srt	11.4 KB
4. Data Analysis 2.mp4	254.6 MB
4. Data Analysis 2.srt	35.9 KB
5. Download The Project Files.html	0.0 KB
5.1 Restaurant Rec - Code.zip	1.1 MB
/2. Project-1 Pan Card Tempering Detector Application/
1. Introduction.mp4	17.0 MB
1. Introduction.srt	2.5 KB
2. Loading libraries and dataset.mp4	112.1 MB
2. Loading libraries and dataset.srt	16.3 KB
3. Creating the pancard detector with opencv.mp4	112.1 MB
3. Creating the pancard detector with opencv.srt	16.3 KB
4. Creating the Flask App.mp4	15.7 MB
4. Creating the Flask App.srt	4.7 KB
5. Creating Important functions.mp4	30.5 MB
5. Creating Important functions.srt	5.5 KB
6. Deploy the app in Heroku.mp4	41.0 MB
6. Deploy the app in Heroku.srt	6.8 KB
7. Testing the deployed pan card detector..mp4	6.0 MB
7. Testing the deployed pan card detector..srt	2.0 KB
8. Download The Project Files.html	0.0 KB
8.1 Collab Code.zip	347.4 KB
8.2 Pan Card Tampering Flask App.zip	431.8 KB
/20. Project-19 Check Happiness Ranking Using Machine Learning/
1. Introduction.mp4	17.1 MB
1. Introduction.srt	4.1 KB
2. Project Notebook.mp4	252.2 MB
2. Project Notebook.srt	31.5 KB
3. Creating Django App.mp4	145.1 MB
3. Creating Django App.srt	20.2 KB
4. Deploying Django App.mp4	62.3 MB
4. Deploying Django App.srt	10.3 KB
5. Download The Project Files.html	0.0 KB
5.1 Happiness Ranking - Code.zip	110.0 KB
/21. Project-20 Predicting Forest Fire - Machine Learning/
1. Introduction.mp4	20.4 MB
1. Introduction.srt	5.0 KB
2. Project Notebook.mp4	217.2 MB
2. Project Notebook.srt	28.5 KB
3. Project Notebook Part 2.mp4	80.1 MB
3. Project Notebook Part 2.srt	9.2 KB
4. Creating Django App.mp4	122.8 MB
4. Creating Django App.srt	18.0 KB
5. Deploying Django App.mp4	60.4 MB
5. Deploying Django App.srt	11.0 KB
6. Download The Project Files.html	0.0 KB
6.1 Forest Fires App -Code.zip	196.6 MB
/22. Project-21 Black Friday Sale Prediction/
1. Importing libraries and data.mp4	38.2 MB
1. Importing libraries and data.srt	5.2 KB
2. Understanding data.mp4	39.4 MB
2. Understanding data.srt	4.8 KB
3. Data visulaization and data preprocessing.mp4	114.2 MB
3. Data visulaization and data preprocessing.srt	14.0 KB
4. Model building part-1.mp4	51.7 MB
4. Model building part-1.srt	6.9 KB
5. Model building part-2.mp4	61.7 MB
5. Model building part-2.srt	7.0 KB
6. Download The Project Files.html	0.0 KB
6.1 Notebook Black friday .zip	8.1 MB
/23. Project-22 Sentiment Analysis Project/
1. Importing libraries and data.mp4	68.3 MB
1. Importing libraries and data.srt	8.6 KB
2. Text normalization.mp4	78.5 MB
2. Text normalization.srt	8.7 KB
3. Lemmatization.mp4	47.6 MB
3. Lemmatization.srt	5.2 KB
4. Data preprocessing.mp4	108.7 MB
4. Data preprocessing.srt	13.3 KB
5. Model Building.mp4	91.4 MB
5. Model Building.srt	12.9 KB
6. Download The Project Files.html	0.0 KB
6.1 Sentiment analysis files.zip	6.6 MB
/24. Project-23 Parkinson Syndrome Prediction/
1. Importing libraries and data.mp4	41.6 MB
1. Importing libraries and data.srt	4.9 KB
2. Understanding the data.mp4	77.0 MB
2. Understanding the data.srt	9.5 KB
3. Data visualization.mp4	57.7 MB
3. Data visualization.srt	8.2 KB
4. Model building part 1.mp4	78.2 MB
4. Model building part 1.srt	9.9 KB
5. Model building part 2.mp4	109.9 MB
5. Model building part 2.srt	12.9 KB
6. Download The Project Files.html	0.0 KB
6.1 Parkinson Disease files.zip	109.4 KB
/25. Project-24 Fake News Classifier - NLP/
1. Importing libraries and data.mp4	33.7 MB
1. Importing libraries and data.srt	4.4 KB
2. data preprocessing.mp4	42.7 MB
2. data preprocessing.srt	4.5 KB
3. Text cleaning.mp4	64.0 MB
3. Text cleaning.srt	8.7 KB
4. Vectorizer.mp4	19.5 MB
4. Vectorizer.srt	2.4 KB
5. Model Building.mp4	106.9 MB
5. Model Building.srt	16.1 KB
6. Download The Project Files.html	0.0 KB
6.1 Fake news classifier files.zip	39.0 MB
/26. Project-25 Toxic Comment Classifier/
1. Importing libraries and data.mp4	50.2 MB
1. Importing libraries and data.srt	8.1 KB
2. Understanding data.mp4	33.5 MB
2. Understanding data.srt	5.8 KB
3. data visualization and preprocessing.mp4	84.4 MB
3. data visualization and preprocessing.srt	10.2 KB
4. Balancing the target column.mp4	54.0 MB
4. Balancing the target column.srt	7.9 KB
5. Model building.mp4	79.2 MB
5. Model building.srt	11.7 KB
6. Model evaluation.mp4	46.7 MB
6. Model evaluation.srt	6.7 KB
7. Download The Project Files.html	0.0 KB
7.1 Toxic Comment Classifier files.zip	29.9 MB
/27. Project-26 Movie Ratings Prediction (IMDB)/
1. Importing libraries and data.mp4	89.8 MB
1. Importing libraries and data.srt	14.3 KB
2. Understanding data.mp4	96.6 MB
2. Understanding data.srt	13.3 KB
3. Data visualization.mp4	72.0 MB
3. Data visualization.srt	8.8 KB
4. Data preprocessing.mp4	73.9 MB
4. Data preprocessing.srt	9.4 KB
5. Model building.mp4	120.0 MB
5. Model building.srt	14.8 KB
6. Download The Project Files.html	0.0 KB
6.1 IMDB files.zip	5.1 MB
/28. Project-27 Air Quality Prediction/
1. Importing libraries and data.mp4	62.5 MB
1. Importing libraries and data.srt	9.4 KB
2. Understanding data.mp4	75.2 MB
2. Understanding data.srt	9.8 KB
3. data visualization.mp4	97.1 MB
3. data visualization.srt	9.2 KB
4. data preprocessing.mp4	78.1 MB
4. data preprocessing.srt	9.8 KB
5. Feature Engineering.mp4	119.4 MB
5. Feature Engineering.srt	13.4 KB
6. Model building part1.mp4	129.4 MB
6. Model building part1.srt	14.5 KB
7. Model building part2.mp4	51.9 MB
7. Model building part2.srt	6.4 KB
8. Download The Project Files.html	0.0 KB
8.1 Indian Air Quality Files.zip	12.1 MB
/29. Project-28 Covid-19 Case Analysis/
1. Importing libraries and data.mp4	65.1 MB
1. Importing libraries and data.srt	8.4 KB
2. data preprocessing.mp4	124.9 MB
2. data preprocessing.srt	12.1 KB
3. Data Analysis.mp4	107.5 MB
3. Data Analysis.srt	14.6 KB
4. Data Analysis part2.mp4	141.5 MB
4. Data Analysis part2.srt	14.8 KB
5. Download The Project Files.html	0.0 KB
5.1 Covid-19 Analysis Files.zip	1.4 MB
/3. Project-2 Dog breed prediction application/
1. Introduction.mp4	16.7 MB
1. Introduction.srt	2.6 KB
2. Importing the data and libraries.mp4	59.5 MB
2. Importing the data and libraries.srt	6.8 KB
3. Data Preprocessing.mp4	31.4 MB
3. Data Preprocessing.srt	3.7 KB
4. Build and Train Model.mp4	76.8 MB
4. Build and Train Model.srt	9.6 KB
5. Testing the model.mp4	19.7 MB
5. Testing the model.srt	3.0 KB
6. Creating the Flask App.mp4	29.5 MB
6. Creating the Flask App.srt	8.9 KB
7. Running the app in system.mp4	18.1 MB
7. Running the app in system.srt	5.3 KB
8. Download The Project Files.html	0.0 KB
8.1 Collab Code.zip	13.8 KB
8.2 Dog Breed Prediction Streamlit App.zip	1.8 MB
/30. Project-29 Customer Churning Prediction/
1. Importing libraries and data.mp4	118.8 MB
1. Importing libraries and data.srt	16.4 KB
2. Understanding data.mp4	72.3 MB
2. Understanding data.srt	7.6 KB
3. data visualization.mp4	168.3 MB
3. data visualization.srt	19.7 KB
4. Model building.mp4	154.4 MB
4. Model building.srt	16.7 KB
5. Hypertuning.mp4	107.2 MB
5. Hypertuning.srt	9.2 KB
6. Download The Project Files.html	0.0 KB
6.1 Customer churn files.zip	3.8 MB
/31. Project-30 Create A Chatbot Using NLP/
1. Importing libraries and data.mp4	41.0 MB
1. Importing libraries and data.srt	4.7 KB
2. Understanding data.mp4	53.1 MB
2. Understanding data.srt	8.9 KB
3. data visualization.mp4	77.9 MB
3. data visualization.srt	8.5 KB
4. text normalization.mp4	118.4 MB
4. text normalization.srt	12.2 KB
5. Creating a application.mp4	80.6 MB
5. Creating a application.srt	9.2 KB
6. Download The Project Files.html	0.0 KB
6.1 Chatbot files.zip	1.5 MB
/4. Project-3 Create Image Watermarking Application/
1. Introduction To Image Watermarking.mp4	15.8 MB
1. Introduction To Image Watermarking.srt	3.0 KB
1.1 Collab Code.zip	57.1 KB
1.2 Image Watermarking Flask App.zip	3.5 MB
2. Importing libraries and logo.mp4	26.4 MB
2. Importing libraries and logo.srt	3.6 KB
3. Create text and image watermark.mp4	79.7 MB
3. Create text and image watermark.srt	11.9 KB
4. Creating the app.mp4	66.4 MB
4. Creating the app.srt	16.3 KB
5. Deploying the app in Heroku.mp4	31.5 MB
5. Deploying the app in Heroku.srt	6.5 KB
6. Download The Project Files.html	0.0 KB
6.1 Collab Code.zip	57.1 KB
6.2 Image Watermarking Flask App.zip	3.5 MB
/5. Project-4 Traffic sign classification/
1. Introduction to traffic sign classification.mp4	32.3 MB
1. Introduction to traffic sign classification.srt	4.4 KB
1.1 Collab Code.zip	272.7 KB
2. Importing the data and libraries.mp4	60.2 MB
2. Importing the data and libraries.srt	7.4 KB
3. Image processing.mp4	47.2 MB
3. Image processing.srt	5.6 KB
4. Creating and testing the model.mp4	65.1 MB
4. Creating and testing the model.srt	9.9 KB
5. Creating model for test set.mp4	49.7 MB
5. Creating model for test set.srt	7.1 KB
6. Download The Project Files.html	0.0 KB
6.1 Collab Code.zip	282.9 KB
/6. Project-5 Text Extraction From Image Application/
1. Introduction.mp4	19.4 MB
1. Introduction.srt	2.6 KB
2. Importing libraries and data.mp4	35.6 MB
2. Importing libraries and data.srt	4.8 KB
3. Extracting the test from image.mp4	42.6 MB
3. Extracting the test from image.srt	5.1 KB
4. Modifiying the extractor.mp4	73.3 MB
4. Modifiying the extractor.srt	9.8 KB
5. Creating the extractor app.mp4	40.5 MB
5. Creating the extractor app.srt	11.8 KB
6. Running the extractor app.mp4	15.6 MB
6. Running the extractor app.srt	3.0 KB
7. Download The Project Files.html	0.0 KB
7.1 Collab Code.zip	52.5 KB
7.2 Text Extraction Flask App.zip	268.1 KB
/7. Project-6 Plant Disease Prediction Application/
1. Introduction.mp4	36.8 MB
1. Introduction.srt	4.1 KB
2. Importing libraries and data.mp4	33.3 MB
2. Importing libraries and data.srt	4.0 KB
3. Understanding the data.mp4	52.2 MB
3. Understanding the data.srt	5.5 KB
4. Model building.mp4	80.6 MB
4. Model building.srt	9.1 KB
5. Creating an app using streamlit.mp4	53.8 MB
5. Creating an app using streamlit.srt	13.4 KB
6. Download The Project Files.html	0.0 KB
6.1 Collab Code.zip	15.3 MB
6.2 Plant Disease Flask App.zip	2.4 MB
/8. Project-7 Vehicle Detection & Counting OpenCV, Flask App/
1. Introduction To Vehicle Detection.mp4	27.0 MB
1. Introduction To Vehicle Detection.srt	3.3 KB
2. Importing libraries and data.mp4	23.5 MB
2. Importing libraries and data.srt	3.8 KB
3. Transforing Images and creating output.mp4	103.9 MB
3. Transforing Images and creating output.srt	12.9 KB
4. Creating a Flask App.mp4	88.1 MB
4. Creating a Flask App.srt	19.0 KB
5. Download The Project Files.html	0.0 KB
5.1 Collab Code.zip	6.0 MB
5.2 Detect and Count Vehicle Flask App.zip	648.7 KB
/9. Project-8 Create A Face Swapping Application/
1. Introduction.mp4	21.4 MB
1. Introduction.srt	2.7 KB
2. Importing libraries and data.mp4	37.9 MB
2. Importing libraries and data.srt	5.1 KB
3. Data preprocessing and creating output.mp4	133.7 MB
3. Data preprocessing and creating output.srt	16.2 KB
4. Creating A Flask App.mp4	82.3 MB
4. Creating A Flask App.srt	17.6 KB
5. Download The Project Files.html	0.0 KB
5.1 Collab code.zip	13.7 KB
5.2 Face Swap Flask App.zip	73.5 MB
Total files 374