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[Udemy] 40 Days Bootcamp 40 Data Science and Machine Learning Projects (09.2021)
magnet:?xt=urn:btih:3c548d8e157bc6a0425244d67d6215d9d51386d1&dn=[Udemy] 40 Days Bootcamp 40 Data Science and Machine Learning Projects (09.2021)
磁力链接详情
Hash值:
3c548d8e157bc6a0425244d67d6215d9d51386d1
点击数:
182
文件大小:
13.26 GB
文件数量:
209
创建日期:
2022-2-5 05:42
最后访问:
2024-6-26 20:13
访问标签:
Udemy
40
Days
Bootcamp
40
Data
Science
and
Machine
Learning
Projects
09
2021
文件列表详情
1. Introduction To The Course/1. Introduction to the course.mp4 68.38 MB
1. Introduction To The Course/2. Udemy Course Feedback.mp4 2.05 MB
10. Project-9 Bird Species Prediction Application/1. Introduction.mp4 21.48 MB
10. Project-9 Bird Species Prediction Application/2. Improting Libraries And Data.mp4 57.48 MB
10. Project-9 Bird Species Prediction Application/3. Data Processing.mp4 30.95 MB
10. Project-9 Bird Species Prediction Application/4. 4Creating Machine Learning Model.mp4 94.38 MB
10. Project-9 Bird Species Prediction Application/5. Creating A Flask Application.mp4 72.09 MB
11. Project-10 Intel Image Classification/1. Introduction.mp4 25.75 MB
11. Project-10 Intel Image Classification/2. Importing and processing data.mp4 65.85 MB
11. Project-10 Intel Image Classification/3. Creating a Model.mp4 88.48 MB
11. Project-10 Intel Image Classification/4. Creating a Flask App.mp4 59.5 MB
12. Project-11 Sentiment Analysis Using Logistic Regression/1. Introduction.mp4 9.16 MB
12. Project-11 Sentiment Analysis Using Logistic Regression/2. Project Notebook Google Colab.mp4 140.8 MB
12. Project-11 Sentiment Analysis Using Logistic Regression/3. Building Django App.mp4 71.96 MB
12. Project-11 Sentiment Analysis Using Logistic Regression/4. Deploying App in Heroku.mp4 79.15 MB
13. Project-12 Attrition Rate Django App/1. Introduction.mp4 9.25 MB
13. Project-12 Attrition Rate Django App/2. Creating Colab Notebook.mp4 213.68 MB
13. Project-12 Attrition Rate Django App/3. Creating Django App.mp4 85.04 MB
13. Project-12 Attrition Rate Django App/4. Deploying App in Heroku.mp4 20.34 MB
14. Project-13 Project To Find Legendary Pokemon/1. Introduction.mp4 10.3 MB
14. Project-13 Project To Find Legendary Pokemon/2. Creating Colab Notebook.mp4 177.14 MB
14. Project-13 Project To Find Legendary Pokemon/3. Creating Django App.mp4 108.24 MB
14. Project-13 Project To Find Legendary Pokemon/4. Deploying App in Heroku.mp4 62.21 MB
15. Project-14 Create Face Detection Application/1. Introduction to face app.mp4 11.39 MB
15. Project-14 Create Face Detection Application/2. Creating The Face App Using OpenCV.mp4 103.74 MB
15. Project-14 Create Face Detection Application/3. Creating The Face App Part-2.mp4 65.66 MB
15. Project-14 Create Face Detection Application/4. Creating The face app Part-3.mp4 94.19 MB
16. Project-15 Cats Vs Dogs Image Classification App/1. Introduction.mp4 13.17 MB
16. Project-15 Cats Vs Dogs Image Classification App/2. Creating Project Notebook.mp4 244.28 MB
16. Project-15 Cats Vs Dogs Image Classification App/3. Building Model.mp4 74.68 MB
16. Project-15 Cats Vs Dogs Image Classification App/4. Building Flask App.mp4 51.89 MB
16. Project-15 Cats Vs Dogs Image Classification App/5. Flask App Deployment.mp4 65.82 MB
17. Project-16 Customer Revenue Prediction/1. Introduction.mp4 13.29 MB
17. Project-16 Customer Revenue Prediction/2. Colab Notebook.mp4 201.74 MB
17. Project-16 Customer Revenue Prediction/3. Creating Flask App.mp4 117.96 MB
17. Project-16 Customer Revenue Prediction/4. Deploying Flask App.mp4 66.46 MB
17. Project-16 Customer Revenue Prediction/5. Creating an app using streamlit.mp4 51.26 MB
18. Project-17 Gender From Voice Prediction/1. Introduction.mp4 10.55 MB
18. Project-17 Gender From Voice Prediction/2. Creating Project Notebook.mp4 243.01 MB
18. Project-17 Gender From Voice Prediction/3. Creating Project App Django.mp4 106.68 MB
18. Project-17 Gender From Voice Prediction/4. Deploying The App.mp4 61.09 MB
19. Project-18 Restaurant Recommendation System/1. Introduction.mp4 21.28 MB
19. Project-18 Restaurant Recommendation System/2. Creating Colab Notebook.mp4 116.65 MB
19. Project-18 Restaurant Recommendation System/3. Exploratory Data Analysis.mp4 85.45 MB
19. Project-18 Restaurant Recommendation System/4. Data Analysis 2.mp4 242.84 MB
2. Project-1 Pan Card Tempering Detector/1. Introduction To Pan Card Tempering Detector.mp4 4.26 MB
2. Project-1 Pan Card Tempering Detector/2. Loading libraries and dataset.mp4 31.48 MB
2. Project-1 Pan Card Tempering Detector/3. Creating the pancard detector with opencv.mp4 106.96 MB
2. Project-1 Pan Card Tempering Detector/4. Creating the Flask App.mp4 14.93 MB
2. Project-1 Pan Card Tempering Detector/5. Creating Important functions.mp4 29.08 MB
2. Project-1 Pan Card Tempering Detector/6. Deploy the app in Heroku.mp4 45.52 MB
2. Project-1 Pan Card Tempering Detector/7. Testing the deployed pan card detector.mp4 5.71 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/1. Introduction to Happiness Ranking.mp4 16.33 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/2. Project Notebook.mp4 240.54 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/3. Creating Django App.mp4 138.28 MB
20. Project-19 Check Happiness Ranking Using Machine Learning/4. Deploying Django App.mp4 59.4 MB
21. Project-20 Predicting Forest Fire/1. Introduction To Forest Fire.mp4 19.42 MB
21. Project-20 Predicting Forest Fire/2. Project Notebook.mp4 207.15 MB
21. Project-20 Predicting Forest Fire/3. Project Notebook Part-2.mp4 76.38 MB
21. Project-20 Predicting Forest Fire/4. Creating Django App.mp4 117.09 MB
21. Project-20 Predicting Forest Fire/5. Deploying Django App.mp4 57.59 MB
22. Project-21 Black Friday Sale Prediction/1. Importing libraries and data.mp4 36.44 MB
22. Project-21 Black Friday Sale Prediction/2. Understanding data.mp4 37.56 MB
22. Project-21 Black Friday Sale Prediction/3. Model building part1.mp4 49.29 MB
22. Project-21 Black Friday Sale Prediction/4. Model building part2.mp4 58.84 MB
23. Project-22 Sentiment Analysis Using NLP/1. Importing libraries and data.mp4 65.13 MB
23. Project-22 Sentiment Analysis Using NLP/2. Text normalization.mp4 74.96 MB
23. Project-22 Sentiment Analysis Using NLP/3. Lemmatization.mp4 45.4 MB
23. Project-22 Sentiment Analysis Using NLP/4. Data preprocessing.mp4 103.67 MB
23. Project-22 Sentiment Analysis Using NLP/5. Model Building.mp4 87.09 MB
24. Project-23 Parkinson Syndrome prediction/1. Importing libraries and data.mp4 39.75 MB
24. Project-23 Parkinson Syndrome prediction/2. Understanding the data.mp4 73.38 MB
24. Project-23 Parkinson Syndrome prediction/3. Data visualization.mp4 54.91 MB
24. Project-23 Parkinson Syndrome prediction/4. Model building part 1.mp4 74.58 MB
24. Project-23 Parkinson Syndrome prediction/5. Model building part 2.mp4 104.84 MB
25. Project-24 Fake News Classifier/1. Importing libraries and data.mp4 32.14 MB
25. Project-24 Fake News Classifier/2. Data preprocessing.mp4 40.75 MB
25. Project-24 Fake News Classifier/3. Text cleaning.mp4 60.98 MB
25. Project-24 Fake News Classifier/4. Vectorizer.mp4 18.59 MB
25. Project-24 Fake News Classifier/5. Model Building.mp4 101.89 MB
26. Project-25 Toxic Comment Classifier/1. Importing libraries and data.mp4 47.82 MB
26. Project-25 Toxic Comment Classifier/2. Understanding data.mp4 31.93 MB
26. Project-25 Toxic Comment Classifier/3. Data visualization and preprocessing.mp4 80.52 MB
26. Project-25 Toxic Comment Classifier/4. Balancing the target column.mp4 51.5 MB
26. Project-25 Toxic Comment Classifier/5. Model building.mp4 75.5 MB
26. Project-25 Toxic Comment Classifier/6. Model evaluation.mp4 44.57 MB
27. Project-26 Movie Ratings Prediction/1. Importing libraries and data.mp4 85.72 MB
27. Project-26 Movie Ratings Prediction/2. Understanding data.mp4 92.19 MB
27. Project-26 Movie Ratings Prediction/3. Data visualization.mp4 68.62 MB
27. Project-26 Movie Ratings Prediction/4. Data preprocessing.mp4 70.49 MB
27. Project-26 Movie Ratings Prediction/5. Model building.mp4 114.48 MB
28. Project-27 Indian Air Quality Prediction/1. Importing libraries and data.mp4 59.53 MB
28. Project-27 Indian Air Quality Prediction/2. Understanding data.mp4 71.72 MB
28. Project-27 Indian Air Quality Prediction/3. Data visualization.mp4 92.54 MB
28. Project-27 Indian Air Quality Prediction/4. Data preprocessing.mp4 22.75 MB
28. Project-27 Indian Air Quality Prediction/5. Feature Engineering.mp4 113.84 MB
28. Project-27 Indian Air Quality Prediction/6. Model building part1.mp4 123.39 MB
28. Project-27 Indian Air Quality Prediction/7. Model building part2.mp4 49.45 MB
29. Project-28 Covid 19 Data Analysis/1. Importing libraries and data.mp4 62.02 MB
29. Project-28 Covid 19 Data Analysis/2. data preprocessing.mp4 119.22 MB
29. Project-28 Covid 19 Data Analysis/3. Data Analysis part1.mp4 102.52 MB
29. Project-28 Covid 19 Data Analysis/4. Data Analysis part2.mp4 134.97 MB
3. Project-2 Dog breed prediction/1. Introduction to dog breed prediction.mp4 15.92 MB
3. Project-2 Dog breed prediction/2. Importing the data and libraries.mp4 56.82 MB
3. Project-2 Dog breed prediction/3. Data Preprocessing.mp4 29.97 MB
3. Project-2 Dog breed prediction/4. Build and Train Model.mp4 73.21 MB
3. Project-2 Dog breed prediction/5. Testing the model.mp4 18.76 MB
3. Project-2 Dog breed prediction/6. Creating the Flask App.mp4 28.12 MB
3. Project-2 Dog breed prediction/7. Running the app in system.mp4 17.28 MB
30. Project-29 Customer Churning Prediction/1. Importing libraries and data.mp4 113.33 MB
30. Project-29 Customer Churning Prediction/2. Understanding data.mp4 68.94 MB
30. Project-29 Customer Churning Prediction/3. Data visualization.mp4 160.55 MB
30. Project-29 Customer Churning Prediction/4. Model building.mp4 147.35 MB
30. Project-29 Customer Churning Prediction/5. Hypertuning.mp4 102.19 MB
31. Project-30 Build A Powerful Chatbot/1. Importing libraries.mp4 39.07 MB
31. Project-30 Build A Powerful Chatbot/2. Understanding data.mp4 50.71 MB
31. Project-30 Build A Powerful Chatbot/3. Data visualization.mp4 74.32 MB
31. Project-30 Build A Powerful Chatbot/4. Text normalization.mp4 112.8 MB
31. Project-30 Build A Powerful Chatbot/5. Creating a application.mp4 77.02 MB
32. Project-31 Video Game Sales Prediction App/1. Introduction.mp4 16.61 MB
32. Project-31 Video Game Sales Prediction App/2. Google Colab part-1.mp4 202.1 MB
32. Project-31 Video Game Sales Prediction App/3. Google Colab part-2.mp4 47.06 MB
32. Project-31 Video Game Sales Prediction App/4. Creating Django App.mp4 147.42 MB
32. Project-31 Video Game Sales Prediction App/5. Heroku App Deployment.mp4 64.58 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/1. Introduction.mp4 11.98 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/2. Machine Learning model building part1.mp4 62.47 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/3. Machine Learning model building part 2.mp4 100.91 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/4. Machine Learning model building part 3.mp4 110.8 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/5. Creating Django Application part1.mp4 76.58 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/6. Creating Django Application part 2.mp4 66.8 MB
33. Project-32 Car Selling Price Prediction App- Deploy On Heruko/7. Deploying on Heroku.mp4 53.55 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/1. Introduction.mp4 14.92 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/2. Introductory Machine Learning model building.mp4 95.65 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/3. Feature Building and Selection.mp4 103.36 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/4. Model Building.mp4 12.37 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/5. Django Application Introduction.mp4 43.01 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/6. Django Application building.mp4 111.38 MB
34. Project-33 Affair Prediction App - Deploy On Heruko/7. Deploying on Heroku.mp4 40.43 MB
35. Project-34 Mushroom Classification App - Deploy On Heruko/1. Introduction.mp4 14.23 MB
35. Project-34 Mushroom Classification App - Deploy On Heruko/2. Importing libraries and Understanding data.mp4 129.54 MB
35. Project-34 Mushroom Classification App - Deploy On Heruko/3. Building the model.mp4 98.68 MB
35. Project-34 Mushroom Classification App - Deploy On Heruko/4. Building Django Application.mp4 105.96 MB
35. Project-34 Mushroom Classification App - Deploy On Heruko/5. Deploying on Heroku.mp4 58.82 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/1. Introduction.mp4 12.14 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/2. Introduction to libraries and dataset.mp4 108.74 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/3. Preprocessing the data.mp4 74.92 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/4. building the model.mp4 50.92 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/5. Django Application.mp4 94.85 MB
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko/6. Deploying to Heroku.mp4 48.16 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/1. Introduction to the Project.mp4 23.76 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/2. Importing Libraries and Datasets.mp4 15.71 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/3. Data Analysis.mp4 56.06 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/4. Model Building Part 1.mp4 46.71 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/5. Model Building Part 2.mp4 33.66 MB
37. Project-36 Heart Attack Risk Prediction With Auto ML/6. Model building and Predictions using Auto ML( Eval ML ).mp4 61.4 MB
38. Project-37 Credit Card Fraud Detection using PyCaret/1. Introduction to the Project.mp4 29.54 MB
38. Project-37 Credit Card Fraud Detection using PyCaret/2. Importing Libraries and DataSet.mp4 27.4 MB
38. Project-37 Credit Card Fraud Detection using PyCaret/3. Data Analysis.mp4 43.37 MB
38. Project-37 Credit Card Fraud Detection using PyCaret/4. Model Building using ML.mp4 17.39 MB
38. Project-37 Credit Card Fraud Detection using PyCaret/5. Model Building and Prediction using PyCaret (AutoML).mp4 97.05 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/1. Introduction to the Project.mp4 21.88 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/2. Importing Libraries and DataSet.mp4 45.19 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/3. Data Analysis.mp4 31.65 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/4. Feature Engineering 1.mp4 43.61 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/5. Feature Engineering 2.mp4 50.65 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/6. Feature Selection.mp4 25.01 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/7. Model Building using ML.mp4 38.48 MB
39. Project-38 Flight Fare Detection using Auto SK Learn/8. Model Building and Prediction using Auto SK Learn.mp4 41.86 MB
4. Project-3 Image Watermarking With Logo/1. Introduction.mp4 15.14 MB
4. Project-3 Image Watermarking With Logo/2. Importing libraries and logo.mp4 25.21 MB
4. Project-3 Image Watermarking With Logo/3. Create text and image watermark.mp4 75.94 MB
4. Project-3 Image Watermarking With Logo/4. Creating the app.mp4 22.78 MB
4. Project-3 Image Watermarking With Logo/5. Deploying the app in Heroku.mp4 29.99 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/1. Introduction to the Project.mp4 30.57 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/2. Importing Libraries and Data Set.mp4 20.03 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/3. Data Analysis and splitting of Data.mp4 39.96 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/4. Data Preprocessing.mp4 36.82 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/5. Model Building and Prediction using LSTM model.mp4 32.58 MB
40. Project-39 Petrol Price Forecasting using Auto Keras/6. Model Building and prediction using ARIMA and Auto Keras (Auto ML).mp4 37.53 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/1. Introduction to the Project.mp4 33.05 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/2. Importing Libraries and DataSet.mp4 25.04 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/3. Data Analysis.mp4 65.22 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/4. Feature Engineering.mp4 16.5 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/5. Model Building and Prediction using ANN.mp4 34.17 MB
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML/6. Model Building and Prediction using H2O Auto ML(Auto ML).mp4 91.96 MB
5. Project-4 Traffic sign classification/1. Introduction.mp4 30.82 MB
5. Project-4 Traffic sign classification/2. importing the data and libraries.mp4 57.51 MB
5. Project-4 Traffic sign classification/3. Image processing.mp4 45.09 MB
5. Project-4 Traffic sign classification/4. Creating and testing the model.mp4 62.06 MB
5. Project-4 Traffic sign classification/5. Creating model for test set.mp4 47.47 MB
6. Project-5 Create A Text Extraction Application/1. Introduction to text extraction.mp4 18.51 MB
6. Project-5 Create A Text Extraction Application/2. Importing libraries and data.mp4 33.94 MB
6. Project-5 Create A Text Extraction Application/3. Extracting the test from image.mp4 40.7 MB
6. Project-5 Create A Text Extraction Application/4. Modifiying the extractor.mp4 69.94 MB
6. Project-5 Create A Text Extraction Application/5. Creating the extractor app.mp4 38.63 MB
6. Project-5 Create A Text Extraction Application/6. Running the extractor app.mp4 14.86 MB
7. Project-6 Plant Disease Prediction Application/1. Introduction.mp4 35.12 MB
7. Project-6 Plant Disease Prediction Application/2. Importing libraries and data.mp4 31.8 MB
7. Project-6 Plant Disease Prediction Application/3. Understanding the data and data preprocessing.mp4 49.77 MB
7. Project-6 Plant Disease Prediction Application/4. Model building.mp4 29.71 MB
7. Project-6 Plant Disease Prediction Application/5. Creating an app using streamlit.mp4 51.26 MB
8. Project-7 Vehicle Detection & Counting Application/1. Introduction.mp4 25.81 MB
8. Project-7 Vehicle Detection & Counting Application/2. Importing libraries and data.mp4 22.45 MB
8. Project-7 Vehicle Detection & Counting Application/3. Transforing Images and creating output.mp4 99.06 MB
8. Project-7 Vehicle Detection & Counting Application/4. Creating a Flask APP Vehicle.mp4 84.02 MB
9. Project-8 Create Face Swapping Application/1. Introduction.mp4 20.38 MB
9. Project-8 Create Face Swapping Application/2. Importing libraries and data.mp4 36.19 MB
9. Project-8 Create Face Swapping Application/3. Data preprocessing and creating output.mp4 127.67 MB
9. Project-8 Create Face Swapping Application/4. Creating A Flask APP.mp4 78.52 MB
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