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[GigaCourse.Com] Udemy - Data Science Masterclass 2021 Build 30 Real World Projects
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2022-1-13 04:02
2024-12-25 06:16
190
10.28 GB
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GigaCourse
Com
Udemy
-
Data
Science
Masterclass
2021
Build
30
Real
World
Projects
文件列表
1. Introduction To The Course/1. Introduction to the course.mp4
31.32MB
1. Introduction To The Course/2. Introduction Course Outline.mp4
60.93MB
1. Introduction To The Course/3. Udemy Course Feedback.mp4
2.03MB
10. Project-9 Bird Species Prediction App/1. Introduction.mp4
21.47MB
10. Project-9 Bird Species Prediction App/2. Improting Libraries And Data.mp4
57.53MB
10. Project-9 Bird Species Prediction App/3. Data processing.mp4
30.93MB
10. Project-9 Bird Species Prediction App/4. Creating Machine Learning Model.mp4
94.29MB
10. Project-9 Bird Species Prediction App/5. Creating A Flask App.mp4
72MB
11. Project-10 Intel Image Classification App/1. Introduction.mp4
25.71MB
11. Project-10 Intel Image Classification App/2. Importing and processing data.mp4
65.79MB
11. Project-10 Intel Image Classification App/3. Creating a Model.mp4
88.4MB
11. Project-10 Intel Image Classification App/4. Creating a Flask App.mp4
59.44MB
12. Project-11 Sentiment Analysis Using Logistic Regression/1. Introduction to Sentiment Analysis.mp4
9.17MB
12. Project-11 Sentiment Analysis Using Logistic Regression/2. Project Notebook Google Colab.mp4
140.82MB
12. Project-11 Sentiment Analysis Using Logistic Regression/3. Building Django App.mp4
71.94MB
12. Project-11 Sentiment Analysis Using Logistic Regression/4. Deploying App In Heroku.mp4
79.14MB
13. Project-12 Attrition Rate Django App/1. Introduction.mp4
9.25MB
13. Project-12 Attrition Rate Django App/2. Creating Colab Notebook.mp4
213.79MB
13. Project-12 Attrition Rate Django App/3. Creating Django Application.mp4
85.07MB
13. Project-12 Attrition Rate Django App/4. Deploy the app in Heroku.mp4
60.5MB
14. Project-13 Project To Find Legendary Pokemon/1. Introduction.mp4
10.3MB
14. Project-13 Project To Find Legendary Pokemon/2. Creating Colab Notebook.mp4
177.23MB
14. Project-13 Project To Find Legendary Pokemon/3. Creating Django Application.mp4
108.18MB
14. Project-13 Project To Find Legendary Pokemon/4. Deploy the app in Heroku.mp4
62.23MB
15. Project-14 Create Face Detection Application/1. Introduction.mp4
11.39MB
15. Project-14 Create Face Detection Application/2. Creating The Face App Using OpenCV 1.mp4
103.67MB
15. Project-14 Create Face Detection Application/3. Creating The Face App Using OpenCV 2.mp4
65.68MB
15. Project-14 Create Face Detection Application/4. Creating The Face App Using OpenCV 3.mp4
94.2MB
16. Project-15 Cats Vs Dogs Image Classification App/1. Introduction To Cats Vs Dogs Classification.mp4
13.18MB
16. Project-15 Cats Vs Dogs Image Classification App/2. Creating Project Notebook.mp4
244.31MB
16. Project-15 Cats Vs Dogs Image Classification App/3. Building Model.mp4
74.76MB
16. Project-15 Cats Vs Dogs Image Classification App/4. Building Flask App.mp4
51.9MB
16. Project-15 Cats Vs Dogs Image Classification App/5. Flask App Deployment.mp4
65.82MB
17. Project-16 Customer Revenue Prediction/1. Introduction To Customer Revenue Prediction.mp4
13.29MB
17. Project-16 Customer Revenue Prediction/2. Colab Notebook.mp4
201.73MB
17. Project-16 Customer Revenue Prediction/3. Creating Flask App.mp4
117.96MB
17. Project-16 Customer Revenue Prediction/4. Deploying Flask App.mp4
66.45MB
18. Project-17 Gender From Voice Prediction/1. Introduction.mp4
10.54MB
18. Project-17 Gender From Voice Prediction/2. Creating Project Notebook.mp4
242.9MB
18. Project-17 Gender From Voice Prediction/3. Creating Project App Django.mp4
106.68MB
18. Project-17 Gender From Voice Prediction/4. Deploying The App.mp4
61.14MB
19. Project-18 Restaurant Recommendation System/1. Introduction.mp4
21.27MB
19. Project-18 Restaurant Recommendation System/2. Creating Colab Notebook.mp4
116.67MB
19. Project-18 Restaurant Recommendation System/3. Exploratory Data Analysis.mp4
85.45MB
19. Project-18 Restaurant Recommendation System/4. Data Analysis 2.mp4
242.84MB
2. Project-1 Pan Card Tempering Detector Application/1. Introduction.mp4
16.2MB
2. Project-1 Pan Card Tempering Detector Application/2. Loading libraries and dataset.mp4
106.87MB
2. Project-1 Pan Card Tempering Detector Application/3. Creating the pancard detector with opencv.mp4
106.87MB
2. Project-1 Pan Card Tempering Detector Application/4. Creating the Flask App.mp4
14.94MB
2. Project-1 Pan Card Tempering Detector Application/5. Creating Important functions.mp4
29.11MB
2. Project-1 Pan Card Tempering Detector Application/6. Deploy the app in Heroku.mp4
39.07MB
2. Project-1 Pan Card Tempering Detector Application/7. Testing the deployed pan card detector..mp4
5.72MB
20. Project-19 Check Happiness Ranking Using Machine Learning/1. Introduction.mp4
16.34MB
20. Project-19 Check Happiness Ranking Using Machine Learning/2. Project Notebook.mp4
240.47MB
20. Project-19 Check Happiness Ranking Using Machine Learning/3. Creating Django App.mp4
138.4MB
20. Project-19 Check Happiness Ranking Using Machine Learning/4. Deploying Django App.mp4
59.41MB
21. Project-20 Predicting Forest Fire - Machine Learning/1. Introduction.mp4
19.43MB
21. Project-20 Predicting Forest Fire - Machine Learning/2. Project Notebook.mp4
207.16MB
21. Project-20 Predicting Forest Fire - Machine Learning/3. Project Notebook Part 2.mp4
76.38MB
21. Project-20 Predicting Forest Fire - Machine Learning/4. Creating Django App.mp4
117.09MB
21. Project-20 Predicting Forest Fire - Machine Learning/5. Deploying Django App.mp4
57.63MB
22. Project-21 Black Friday Sale Prediction/1. Importing libraries and data.mp4
36.43MB
22. Project-21 Black Friday Sale Prediction/2. Understanding data.mp4
37.57MB
22. Project-21 Black Friday Sale Prediction/3. Data visulaization and data preprocessing.mp4
108.93MB
22. Project-21 Black Friday Sale Prediction/4. Model building part-1.mp4
49.27MB
22. Project-21 Black Friday Sale Prediction/5. Model building part-2.mp4
58.87MB
23. Project-22 Sentiment Analysis Project/1. Importing libraries and data.mp4
65.16MB
23. Project-22 Sentiment Analysis Project/2. Text normalization.mp4
74.88MB
23. Project-22 Sentiment Analysis Project/3. Lemmatization.mp4
45.38MB
23. Project-22 Sentiment Analysis Project/4. Data preprocessing.mp4
103.65MB
23. Project-22 Sentiment Analysis Project/5. Model Building.mp4
87.16MB
24. Project-23 Parkinson Syndrome Prediction/1. Importing libraries and data.mp4
39.69MB
24. Project-23 Parkinson Syndrome Prediction/2. Understanding the data.mp4
73.4MB
24. Project-23 Parkinson Syndrome Prediction/3. Data visualization.mp4
55MB
24. Project-23 Parkinson Syndrome Prediction/4. Model building part 1.mp4
74.62MB
24. Project-23 Parkinson Syndrome Prediction/5. Model building part 2.mp4
104.82MB
25. Project-24 Fake News Classifier - NLP/1. Importing libraries and data.mp4
32.13MB
25. Project-24 Fake News Classifier - NLP/2. data preprocessing.mp4
40.74MB
25. Project-24 Fake News Classifier - NLP/3. Text cleaning.mp4
61.04MB
25. Project-24 Fake News Classifier - NLP/4. Vectorizer.mp4
18.6MB
25. Project-24 Fake News Classifier - NLP/5. Model Building.mp4
101.92MB
26. Project-25 Toxic Comment Classifier/1. Importing libraries and data.mp4
47.87MB
26. Project-25 Toxic Comment Classifier/2. Understanding data.mp4
31.94MB
26. Project-25 Toxic Comment Classifier/3. data visualization and preprocessing.mp4
80.5MB
26. Project-25 Toxic Comment Classifier/4. Balancing the target column.mp4
51.53MB
26. Project-25 Toxic Comment Classifier/5. Model building.mp4
75.53MB
26. Project-25 Toxic Comment Classifier/6. Model evaluation.mp4
44.54MB
27. Project-26 Movie Ratings Prediction (IMDB)/1. Importing libraries and data.mp4
85.65MB
27. Project-26 Movie Ratings Prediction (IMDB)/2. Understanding data.mp4
92.16MB
27. Project-26 Movie Ratings Prediction (IMDB)/3. Data visualization.mp4
68.63MB
27. Project-26 Movie Ratings Prediction (IMDB)/4. Data preprocessing.mp4
70.52MB
27. Project-26 Movie Ratings Prediction (IMDB)/5. Model building.mp4
114.48MB
28. Project-27 Air Quality Prediction/1. Importing libraries and data.mp4
59.56MB
28. Project-27 Air Quality Prediction/2. Understanding data.mp4
71.76MB
28. Project-27 Air Quality Prediction/3. data visualization.mp4
92.58MB
28. Project-27 Air Quality Prediction/4. data preprocessing.mp4
74.46MB
28. Project-27 Air Quality Prediction/5. Feature Engineering.mp4
113.87MB
28. Project-27 Air Quality Prediction/6. Model building part1.mp4
123.41MB
28. Project-27 Air Quality Prediction/7. Model building part2.mp4
49.51MB
29. Project-28 Covid-19 Case Analysis/1. Importing libraries and data.mp4
62.08MB
29. Project-28 Covid-19 Case Analysis/2. data preprocessing.mp4
119.12MB
29. Project-28 Covid-19 Case Analysis/3. Data Analysis.mp4
102.51MB
29. Project-28 Covid-19 Case Analysis/4. Data Analysis part2.mp4
134.98MB
3. Project-2 Dog breed prediction application/1. Introduction.mp4
15.91MB
3. Project-2 Dog breed prediction application/2. Importing the data and libraries.mp4
56.79MB
3. Project-2 Dog breed prediction application/3. Data Preprocessing.mp4
29.95MB
3. Project-2 Dog breed prediction application/4. Build and Train Model.mp4
73.27MB
3. Project-2 Dog breed prediction application/5. Testing the model.mp4
18.76MB
3. Project-2 Dog breed prediction application/6. Creating the Flask App.mp4
28.11MB
3. Project-2 Dog breed prediction application/7. Running the app in system.mp4
17.28MB
30. Project-29 Customer Churning Prediction/1. Importing libraries and data.mp4
113.33MB
30. Project-29 Customer Churning Prediction/2. Understanding data.mp4
68.94MB
30. Project-29 Customer Churning Prediction/3. data visualization.mp4
160.48MB
30. Project-29 Customer Churning Prediction/4. Model building.mp4
147.29MB
30. Project-29 Customer Churning Prediction/5. Hypertuning.mp4
102.25MB
31. Project-30 Create A Chatbot Using NLP/1. Importing libraries and data.mp4
39.09MB
31. Project-30 Create A Chatbot Using NLP/2. Understanding data.mp4
50.67MB
31. Project-30 Create A Chatbot Using NLP/3. data visualization.mp4
74.31MB
31. Project-30 Create A Chatbot Using NLP/4. text normalization.mp4
112.89MB
31. Project-30 Create A Chatbot Using NLP/5. Creating a application.mp4
76.9MB
4. Project-3 Create Image Watermarking Application/1. Introduction To Image Watermarking.mp4
15.11MB
4. Project-3 Create Image Watermarking Application/2. Importing libraries and logo.mp4
25.17MB
4. Project-3 Create Image Watermarking Application/3. Create text and image watermark.mp4
75.98MB
4. Project-3 Create Image Watermarking Application/4. Creating the app.mp4
63.32MB
4. Project-3 Create Image Watermarking Application/5. Deploying the app in Heroku.mp4
30MB
5. Project-4 Traffic sign classification/1. Introduction to traffic sign classification.mp4
30.82MB
5. Project-4 Traffic sign classification/2. Importing the data and libraries.mp4
57.45MB
5. Project-4 Traffic sign classification/3. Image processing.mp4
45.03MB
5. Project-4 Traffic sign classification/4. Creating and testing the model.mp4
62.05MB
5. Project-4 Traffic sign classification/5. Creating model for test set.mp4
47.4MB
6. Project-5 Text Extraction From Image Application/1. Introduction.mp4
18.51MB
6. Project-5 Text Extraction From Image Application/2. Importing libraries and data.mp4
33.94MB
6. Project-5 Text Extraction From Image Application/3. Extracting the test from image.mp4
40.63MB
6. Project-5 Text Extraction From Image Application/4. Modifiying the extractor.mp4
69.94MB
6. Project-5 Text Extraction From Image Application/5. Creating the extractor app.mp4
38.63MB
6. Project-5 Text Extraction From Image Application/6. Running the extractor app.mp4
14.86MB
7. Project-6 Plant Disease Prediction Application/1. Introduction.mp4
35.11MB
7. Project-6 Plant Disease Prediction Application/2. Importing libraries and data.mp4
31.78MB
7. Project-6 Plant Disease Prediction Application/3. Understanding the data.mp4
49.79MB
7. Project-6 Plant Disease Prediction Application/4. Model building.mp4
76.83MB
7. Project-6 Plant Disease Prediction Application/5. Creating an app using streamlit.mp4
51.26MB
8. Project-7 Vehicle Detection & Counting OpenCV, Flask App/1. Introduction To Vehicle Detection.mp4
25.78MB
8. Project-7 Vehicle Detection & Counting OpenCV, Flask App/2. Importing libraries and data.mp4
22.43MB
8. Project-7 Vehicle Detection & Counting OpenCV, Flask App/3. Transforing Images and creating output.mp4
99.08MB
8. Project-7 Vehicle Detection & Counting OpenCV, Flask App/4. Creating a Flask App.mp4
83.97MB
9. Project-8 Create A Face Swapping Application/1. Introduction.mp4
20.38MB
9. Project-8 Create A Face Swapping Application/2. Importing libraries and data.mp4
36.14MB
9. Project-8 Create A Face Swapping Application/3. Data preprocessing and creating output.mp4
127.52MB
9. Project-8 Create A Face Swapping Application/4. Creating A Flask App.mp4
78.45MB
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