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[FreeCourseSite.com] Udemy - Build 30 Real World Data Science & Machine Learning Projects
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2022-6-9 05:53
2024-9-5 13:57
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10.62 GB
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磁力链接
magnet:?xt=urn:btih:67b2dfaea902ac175c70e82d84704792f900b432
迅雷链接
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Udemy
-
Build
30
Real
World
Data
Science
&
Machine
Learning
Projects
文件列表
1. Introduction To The Course/1. Introduction To The Course.mp4
31.46MB
1. Introduction To The Course/2. Projects Information.mp4
57.58MB
1. Introduction To The Course/3. Udemy Course Feedback.mp4
2.05MB
1. Introduction To The Course/4. Different roles and salaries of machine learning engineer.mp4
29.76MB
1. Introduction To The Course/5. How to become a data scientist.mp4
21.32MB
10. Project-8 Predicting Hotel Booking/1. Importing libraries data.mp4
24.75MB
10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4
175.63MB
10. Project-8 Predicting Hotel Booking/3. Feature engineering, model building.mp4
109.4MB
11. Project-9 Apparent temperature prediction/1. Importing libraries and data.mp4
29.86MB
11. Project-9 Apparent temperature prediction/2. Dataprocessing.mp4
119.19MB
11. Project-9 Apparent temperature prediction/3. Model building part1.mp4
198.44MB
11. Project-9 Apparent temperature prediction/4. Model building part 2.mp4
50.4MB
12. Project-10 Consumer Complaint classification/1. Importing data.mp4
31.86MB
12. Project-10 Consumer Complaint classification/2. Data preprocessing.mp4
32.56MB
12. Project-10 Consumer Complaint classification/3. Model building.mp4
143.22MB
12. Project-10 Consumer Complaint classification/4. Hyperparameter tuning.mp4
122.45MB
13. Project-11 Live Sketch Project/1. Introduction to case study.mp4
20.9MB
13. Project-11 Live Sketch Project/2. Understanding the code.mp4
48.54MB
13. Project-11 Live Sketch Project/3. Write function to capture video.mp4
52.82MB
13. Project-11 Live Sketch Project/4. Completing the function.mp4
74.07MB
13. Project-11 Live Sketch Project/5. Testing the code.mp4
16.78MB
14. Project-12 Traditional Dance/1. Introduction.mp4
18.41MB
14. Project-12 Traditional Dance/2. Introductio To Colab.mp4
22.11MB
14. Project-12 Traditional Dance/3. Importing the dataset.mp4
32.01MB
14. Project-12 Traditional Dance/4. Splitting the data.mp4
19.25MB
14. Project-12 Traditional Dance/5. Creating the model.mp4
81.61MB
14. Project-12 Traditional Dance/6. Complile the model.mp4
43.07MB
14. Project-12 Traditional Dance/7. Train the model.mp4
45.68MB
15. Project-13 Leaf disease detector/1. Introduction.mp4
23.5MB
15. Project-13 Leaf disease detector/2. Importing Libraries and dataset.mp4
48.19MB
15. Project-13 Leaf disease detector/3. Creating inception layer.mp4
65.91MB
15. Project-13 Leaf disease detector/4. Data processing and creating model.mp4
72.16MB
15. Project-13 Leaf disease detector/5. Compiling the model.mp4
111.09MB
15. Project-13 Leaf disease detector/6. Training the model.mp4
51.15MB
16. Project-14 Car Brand Identification/1. Introduction.mp4
24MB
16. Project-14 Car Brand Identification/2. Importing the data.mp4
43.97MB
16. Project-14 Car Brand Identification/3. Creating the model.mp4
80.38MB
16. Project-14 Car Brand Identification/4. Compile the model.mp4
75.02MB
16. Project-14 Car Brand Identification/5. Train the model.mp4
89.05MB
17. Project-15 Tweet Analysis Project/1. Introduction.mp4
19.64MB
17. Project-15 Tweet Analysis Project/2. Importing libraries.mp4
39.87MB
17. Project-15 Tweet Analysis Project/3. Understanding the data.mp4
57.49MB
17. Project-15 Tweet Analysis Project/4. Splitting the data.mp4
18.43MB
17. Project-15 Tweet Analysis Project/5. Data Preprocessing.mp4
58.23MB
17. Project-15 Tweet Analysis Project/6. Creating the model.mp4
75.54MB
18. Project-16 Emotion Analysis using NLP/1. Introduction.mp4
24.74MB
18. Project-16 Emotion Analysis using NLP/2. Importing libraries and data.mp4
55.36MB
18. Project-16 Emotion Analysis using NLP/3. Understand the data.mp4
81.63MB
18. Project-16 Emotion Analysis using NLP/4. Data visualization.mp4
38.72MB
18. Project-16 Emotion Analysis using NLP/5. Data preprocessing.mp4
105.98MB
18. Project-16 Emotion Analysis using NLP/6. Creating a model.mp4
86.92MB
19. Project-17 Amazon Alexa Review system/1. Introduction.mp4
38.68MB
19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4
175.91MB
19. Project-17 Amazon Alexa Review system/3. EDA.mp4
138.52MB
19. Project-17 Amazon Alexa Review system/4. Model building.mp4
109.04MB
20. Project-18 Disaster Predictor System/1. Introduction.mp4
31.69MB
20. Project-18 Disaster Predictor System/2. importing libraries and data.mp4
116.26MB
20. Project-18 Disaster Predictor System/3. data preprocessing.mp4
94.25MB
20. Project-18 Disaster Predictor System/4. Data visualization.mp4
71.48MB
20. Project-18 Disaster Predictor System/5. Creating NLP model.mp4
86.25MB
21. Project-19 IMDB Movie Review system/1. Introduction.mp4
16.39MB
21. Project-19 IMDB Movie Review system/2. Importing Libraries and dataset.mp4
96.28MB
21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4
146.83MB
21. Project-19 IMDB Movie Review system/4. Data Preprocessing.mp4
113.01MB
21. Project-19 IMDB Movie Review system/5. Building Models.mp4
72.78MB
22. Project-20 Vaccination for justified user system using NLP/1. Introduction.mp4
20.96MB
22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4
183.18MB
22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4
137.21MB
22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4
132.33MB
22. Project-20 Vaccination for justified user system using NLP/5. creating models.mp4
65.02MB
23. Project-21 Blood donation analysis/1. Introduction.mp4
41.59MB
23. Project-21 Blood donation analysis/2. importing libraries.mp4
89.07MB
23. Project-21 Blood donation analysis/3. EDA or data exploration.mp4
85.61MB
23. Project-21 Blood donation analysis/4. model building.mp4
127.68MB
24. Project-22 DNA classification/1. Introduction.mp4
36.34MB
24. Project-22 DNA classification/2. importing libraries.mp4
31.2MB
24. Project-22 DNA classification/3. EDA Human data.mp4
48.74MB
24. Project-22 DNA classification/4. EDA chimp dat.mp4
16.57MB
24. Project-22 DNA classification/5. model building human data.mp4
113.36MB
24. Project-22 DNA classification/6. model building chimp data.mp4
104.03MB
25. Project-23 Kyphosis disease classification/1. Introduction.mp4
29.45MB
25. Project-23 Kyphosis disease classification/2. importing data.mp4
40.55MB
25. Project-23 Kyphosis disease classification/3. visualize data.mp4
98.84MB
25. Project-23 Kyphosis disease classification/4. model building.mp4
107.71MB
26. Project-24 Mortality prediction in ICU using ANN/1. Introduction.mp4
15.66MB
26. Project-24 Mortality prediction in ICU using ANN/2. importing libraries.mp4
35.45MB
26. Project-24 Mortality prediction in ICU using ANN/3. EDA-1.mp4
83.66MB
26. Project-24 Mortality prediction in ICU using ANN/4. EDA-2 correlations.mp4
70.1MB
26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4
128.8MB
27. Project-25 Sucide rate trend analysis/1. Introduction.mp4
7.12MB
27. Project-25 Sucide rate trend analysis/2. importing libraries and dataset.mp4
108.19MB
27. Project-25 Sucide rate trend analysis/3. EDA.mp4
101.92MB
27. Project-25 Sucide rate trend analysis/4. model building.mp4
57.33MB
28. Project-26 E-signing of loan based on financial history/1. Introduction.mp4
14.22MB
28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4
130.88MB
28. Project-26 E-signing of loan based on financial history/3. data preprocessing.mp4
54.77MB
28. Project-26 E-signing of loan based on financial history/4. building Ann.mp4
55.4MB
28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4
136.49MB
28. Project-26 E-signing of loan based on financial history/6. model building.mp4
88.26MB
29. Project-27 Mutual fund project/1. Introduction.mp4
43.17MB
29. Project-27 Mutual fund project/2. loading data.mp4
54.37MB
29. Project-27 Mutual fund project/3. Exploratory data analysis.mp4
119.15MB
29. Project-27 Mutual fund project/4. comparing 1yr 3yr 5yr returns.mp4
76.66MB
29. Project-27 Mutual fund project/5. Understanding various parameters.mp4
133.54MB
29. Project-27 Mutual fund project/6. understanding good scheme vs bad scheme.mp4
126.84MB
3. Project-1 Image Caption Bot/1. Importing libraries -Image Caption Bot.mp4
40.86MB
3. Project-1 Image Caption Bot/2. Data cleaning.mp4
41.89MB
3. Project-1 Image Caption Bot/3. Data preprocessing.mp4
90.31MB
3. Project-1 Image Caption Bot/4. Data preparation.mp4
57.23MB
3. Project-1 Image Caption Bot/5. Training the model.mp4
126.35MB
30. Project-28 NYSE Stock Price Prediction/1. Introduction.mp4
23.97MB
30. Project-28 NYSE Stock Price Prediction/2. Loading data.mp4
92.38MB
30. Project-28 NYSE Stock Price Prediction/3. EDA.mp4
94.6MB
30. Project-28 NYSE Stock Price Prediction/4. Feature Engineering.mp4
86.03MB
30. Project-28 NYSE Stock Price Prediction/5. Model building.mp4
113.09MB
31. Project-29 Prediction of default of credit card/1. Introduction.mp4
31.75MB
31. Project-29 Prediction of default of credit card/2. Loading dataset.mp4
55.57MB
31. Project-29 Prediction of default of credit card/3. EDA.mp4
119.77MB
31. Project-29 Prediction of default of credit card/4. model building.mp4
75.1MB
32. Project-30 RBI Resources Data Analysis/1. Introduction.mp4
111.7MB
32. Project-30 RBI Resources Data Analysis/2. loading data.mp4
62.61MB
32. Project-30 RBI Resources Data Analysis/3. EDA.mp4
66.24MB
32. Project-30 RBI Resources Data Analysis/4. model building.mp4
83.32MB
4. Project-2 Costa Rican household poverty prediction/1. Importing libraries and data.mp4
31.88MB
4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4
207.2MB
4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4
152.18MB
5. Project-3 Stroke prediction problem/1. Importing libraries -Stroke prediction problem.mp4
41.95MB
5. Project-3 Stroke prediction problem/2. Data preprocessing.mp4
58.59MB
5. Project-3 Stroke prediction problem/3. Creating models.mp4
111.08MB
5. Project-3 Stroke prediction problem/4. PCA.mp4
63.32MB
6. Project-4 Car price prediction/1. Importing Libraries - Car price prediction.mp4
32.89MB
6. Project-4 Car price prediction/2. Understanding the data.mp4
90.66MB
6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4
188.91MB
7. Project-5 Bigmart sales prediction/1. importing libraries and data -Bigmart sales prediction.mp4
27.24MB
7. Project-5 Bigmart sales prediction/2. Understanding the data.mp4
81.01MB
7. Project-5 Bigmart sales prediction/3. EDA.mp4
51.97MB
7. Project-5 Bigmart sales prediction/4. Creating models.mp4
90.1MB
7. Project-5 Bigmart sales prediction/5. Hypertuning.mp4
112.61MB
8. Project-6 Loan Prediction Analysis/1. Importing libraries and data.mp4
24MB
8. Project-6 Loan Prediction Analysis/2. Data preprocessing, visualization.mp4
111.64MB
8. Project-6 Loan Prediction Analysis/3. Creating models.mp4
84.24MB
8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4
142.48MB
9. Project-7 Predicting employee attrition/1. Importing libraries and data.mp4
17.23MB
9. Project-7 Predicting employee attrition/2. Data preprocessing and visualization.mp4
118.75MB
9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4
150.64MB
9. Project-7 Predicting employee attrition/4. Hypertuning.mp4
51.19MB
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