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[GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects
magnet:?xt=urn:btih:5e2eca859f72db31590a754a0ce20f6538bb815f&dn=[GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects
磁力链接详情
Hash值:
5e2eca859f72db31590a754a0ce20f6538bb815f
点击数:
102
文件大小:
10.62 GB
文件数量:
146
创建日期:
2023-11-4 17:31
最后访问:
2024-5-19 22:47
访问标签:
GigaCourse
Com
Udemy
-
Build
30
Real
World
Data
Science
&
Machine
Learning
Projects
文件列表详情
1. Introduction To The Course/1. Introduction To The Course.mp4 31.46 MB
1. Introduction To The Course/2. Projects Information.mp4 57.58 MB
1. Introduction To The Course/3. Udemy Course Feedback.mp4 2.05 MB
1. Introduction To The Course/4. Different roles and salaries of machine learning engineer.mp4 29.76 MB
1. Introduction To The Course/5. How to become a data scientist.mp4 21.32 MB
10. Project-8 Predicting Hotel Booking/1. Importing libraries data.mp4 24.75 MB
10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4 175.63 MB
10. Project-8 Predicting Hotel Booking/3. Feature engineering, model building.mp4 109.4 MB
11. Project-9 Apparent temperature prediction/1. Importing libraries and data.mp4 29.86 MB
11. Project-9 Apparent temperature prediction/2. Dataprocessing.mp4 119.19 MB
11. Project-9 Apparent temperature prediction/3. Model building part1.mp4 198.44 MB
11. Project-9 Apparent temperature prediction/4. Model building part 2.mp4 50.4 MB
12. Project-10 Consumer Complaint classification/1. Importing data.mp4 31.86 MB
12. Project-10 Consumer Complaint classification/2. Data preprocessing.mp4 32.56 MB
12. Project-10 Consumer Complaint classification/3. Model building.mp4 143.22 MB
12. Project-10 Consumer Complaint classification/4. Hyperparameter tuning.mp4 122.45 MB
13. Project-11 Live Sketch Project/1. Introduction to case study.mp4 20.9 MB
13. Project-11 Live Sketch Project/2. Understanding the code.mp4 48.54 MB
13. Project-11 Live Sketch Project/3. Write function to capture video.mp4 52.82 MB
13. Project-11 Live Sketch Project/4. Completing the function.mp4 74.07 MB
13. Project-11 Live Sketch Project/5. Testing the code.mp4 16.78 MB
14. Project-12 Traditional Dance/1. Introduction.mp4 18.41 MB
14. Project-12 Traditional Dance/2. Introductio To Colab.mp4 22.11 MB
14. Project-12 Traditional Dance/3. Importing the dataset.mp4 32.01 MB
14. Project-12 Traditional Dance/4. Splitting the data.mp4 19.25 MB
14. Project-12 Traditional Dance/5. Creating the model.mp4 81.61 MB
14. Project-12 Traditional Dance/6. Complile the model.mp4 43.07 MB
14. Project-12 Traditional Dance/7. Train the model.mp4 45.68 MB
15. Project-13 Leaf disease detector/1. Introduction.mp4 23.5 MB
15. Project-13 Leaf disease detector/2. Importing Libraries and dataset.mp4 48.19 MB
15. Project-13 Leaf disease detector/3. Creating inception layer.mp4 65.91 MB
15. Project-13 Leaf disease detector/4. Data processing and creating model.mp4 72.16 MB
15. Project-13 Leaf disease detector/5. Compiling the model.mp4 111.09 MB
15. Project-13 Leaf disease detector/6. Training the model.mp4 51.15 MB
16. Project-14 Car Brand Identification/1. Introduction.mp4 24 MB
16. Project-14 Car Brand Identification/2. Importing the data.mp4 43.97 MB
16. Project-14 Car Brand Identification/3. Creating the model.mp4 80.38 MB
16. Project-14 Car Brand Identification/4. Compile the model.mp4 75.02 MB
16. Project-14 Car Brand Identification/5. Train the model.mp4 89.05 MB
17. Project-15 Tweet Analysis Project/1. Introduction.mp4 19.64 MB
17. Project-15 Tweet Analysis Project/2. Importing libraries.mp4 39.87 MB
17. Project-15 Tweet Analysis Project/3. Understanding the data.mp4 57.49 MB
17. Project-15 Tweet Analysis Project/4. Splitting the data.mp4 18.43 MB
17. Project-15 Tweet Analysis Project/5. Data Preprocessing.mp4 58.23 MB
17. Project-15 Tweet Analysis Project/6. Creating the model.mp4 75.54 MB
18. Project-16 Emotion Analysis using NLP/1. Introduction.mp4 24.74 MB
18. Project-16 Emotion Analysis using NLP/2. Importing libraries and data.mp4 55.36 MB
18. Project-16 Emotion Analysis using NLP/3. Understand the data.mp4 81.63 MB
18. Project-16 Emotion Analysis using NLP/4. Data visualization.mp4 38.72 MB
18. Project-16 Emotion Analysis using NLP/5. Data preprocessing.mp4 105.98 MB
18. Project-16 Emotion Analysis using NLP/6. Creating a model.mp4 86.92 MB
19. Project-17 Amazon Alexa Review system/1. Introduction.mp4 38.68 MB
19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4 175.91 MB
19. Project-17 Amazon Alexa Review system/3. EDA.mp4 138.52 MB
19. Project-17 Amazon Alexa Review system/4. Model building.mp4 109.04 MB
20. Project-18 Disaster Predictor System/1. Introduction.mp4 31.69 MB
20. Project-18 Disaster Predictor System/2. importing libraries and data.mp4 116.26 MB
20. Project-18 Disaster Predictor System/3. data preprocessing.mp4 94.25 MB
20. Project-18 Disaster Predictor System/4. Data visualization.mp4 71.48 MB
20. Project-18 Disaster Predictor System/5. Creating NLP model.mp4 86.25 MB
21. Project-19 IMDB Movie Review system/1. Introduction.mp4 16.39 MB
21. Project-19 IMDB Movie Review system/2. Importing Libraries and dataset.mp4 96.28 MB
21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4 146.83 MB
21. Project-19 IMDB Movie Review system/4. Data Preprocessing.mp4 113.01 MB
21. Project-19 IMDB Movie Review system/5. Building Models.mp4 72.78 MB
22. Project-20 Vaccination for justified user system using NLP/1. Introduction.mp4 20.96 MB
22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4 183.18 MB
22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4 137.21 MB
22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4 132.33 MB
22. Project-20 Vaccination for justified user system using NLP/5. creating models.mp4 65.02 MB
23. Project-21 Blood donation analysis/1. Introduction.mp4 41.59 MB
23. Project-21 Blood donation analysis/2. importing libraries.mp4 89.07 MB
23. Project-21 Blood donation analysis/3. EDA or data exploration.mp4 85.61 MB
23. Project-21 Blood donation analysis/4. model building.mp4 127.68 MB
24. Project-22 DNA classification/1. Introduction.mp4 36.34 MB
24. Project-22 DNA classification/2. importing libraries.mp4 31.2 MB
24. Project-22 DNA classification/3. EDA Human data.mp4 48.74 MB
24. Project-22 DNA classification/4. EDA chimp dat.mp4 16.57 MB
24. Project-22 DNA classification/5. model building human data.mp4 113.36 MB
24. Project-22 DNA classification/6. model building chimp data.mp4 104.03 MB
25. Project-23 Kyphosis disease classification/1. Introduction.mp4 29.45 MB
25. Project-23 Kyphosis disease classification/2. importing data.mp4 40.55 MB
25. Project-23 Kyphosis disease classification/3. visualize data.mp4 98.84 MB
25. Project-23 Kyphosis disease classification/4. model building.mp4 107.71 MB
26. Project-24 Mortality prediction in ICU using ANN/1. Introduction.mp4 15.66 MB
26. Project-24 Mortality prediction in ICU using ANN/2. importing libraries.mp4 35.45 MB
26. Project-24 Mortality prediction in ICU using ANN/3. EDA-1.mp4 83.66 MB
26. Project-24 Mortality prediction in ICU using ANN/4. EDA-2 correlations.mp4 70.1 MB
26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4 128.8 MB
27. Project-25 Sucide rate trend analysis/1. Introduction.mp4 7.12 MB
27. Project-25 Sucide rate trend analysis/2. importing libraries and dataset.mp4 108.19 MB
27. Project-25 Sucide rate trend analysis/3. EDA.mp4 101.92 MB
27. Project-25 Sucide rate trend analysis/4. model building.mp4 57.33 MB
28. Project-26 E-signing of loan based on financial history/1. Introduction.mp4 14.22 MB
28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4 130.88 MB
28. Project-26 E-signing of loan based on financial history/3. data preprocessing.mp4 54.77 MB
28. Project-26 E-signing of loan based on financial history/4. building Ann.mp4 55.4 MB
28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4 136.49 MB
28. Project-26 E-signing of loan based on financial history/6. model building.mp4 88.26 MB
29. Project-27 Mutual fund project/1. Introduction.mp4 43.17 MB
29. Project-27 Mutual fund project/2. loading data.mp4 54.37 MB
29. Project-27 Mutual fund project/3. Exploratory data analysis.mp4 119.15 MB
29. Project-27 Mutual fund project/4. comparing 1yr 3yr 5yr returns.mp4 76.66 MB
29. Project-27 Mutual fund project/5. Understanding various parameters.mp4 133.54 MB
29. Project-27 Mutual fund project/6. understanding good scheme vs bad scheme.mp4 126.84 MB
3. Project-1 Image Caption Bot/1. Importing libraries -Image Caption Bot.mp4 40.86 MB
3. Project-1 Image Caption Bot/2. Data cleaning.mp4 41.89 MB
3. Project-1 Image Caption Bot/3. Data preprocessing.mp4 90.31 MB
3. Project-1 Image Caption Bot/4. Data preparation.mp4 57.23 MB
3. Project-1 Image Caption Bot/5. Training the model.mp4 126.35 MB
30. Project-28 NYSE Stock Price Prediction/1. Introduction.mp4 23.97 MB
30. Project-28 NYSE Stock Price Prediction/2. Loading data.mp4 92.38 MB
30. Project-28 NYSE Stock Price Prediction/3. EDA.mp4 94.6 MB
30. Project-28 NYSE Stock Price Prediction/4. Feature Engineering.mp4 86.03 MB
30. Project-28 NYSE Stock Price Prediction/5. Model building.mp4 113.09 MB
31. Project-29 Prediction of default of credit card/1. Introduction.mp4 31.75 MB
31. Project-29 Prediction of default of credit card/2. Loading dataset.mp4 55.57 MB
31. Project-29 Prediction of default of credit card/3. EDA.mp4 119.77 MB
31. Project-29 Prediction of default of credit card/4. model building.mp4 75.1 MB
32. Project-30 RBI Resources Data Analysis/1. Introduction.mp4 111.7 MB
32. Project-30 RBI Resources Data Analysis/2. loading data.mp4 62.61 MB
32. Project-30 RBI Resources Data Analysis/3. EDA.mp4 66.24 MB
32. Project-30 RBI Resources Data Analysis/4. model building.mp4 83.32 MB
4. Project-2 Costa Rican household poverty prediction/1. Importing libraries and data.mp4 31.88 MB
4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4 207.2 MB
4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4 152.18 MB
5. Project-3 Stroke prediction problem/1. Importing libraries -Stroke prediction problem.mp4 41.95 MB
5. Project-3 Stroke prediction problem/2. Data preprocessing.mp4 58.59 MB
5. Project-3 Stroke prediction problem/3. Creating models.mp4 111.08 MB
5. Project-3 Stroke prediction problem/4. PCA.mp4 63.32 MB
6. Project-4 Car price prediction/1. Importing Libraries - Car price prediction.mp4 32.89 MB
6. Project-4 Car price prediction/2. Understanding the data.mp4 90.66 MB
6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4 188.91 MB
7. Project-5 Bigmart sales prediction/1. importing libraries and data -Bigmart sales prediction.mp4 27.24 MB
7. Project-5 Bigmart sales prediction/2. Understanding the data.mp4 81.01 MB
7. Project-5 Bigmart sales prediction/3. EDA.mp4 51.97 MB
7. Project-5 Bigmart sales prediction/4. Creating models.mp4 90.1 MB
7. Project-5 Bigmart sales prediction/5. Hypertuning.mp4 112.61 MB
8. Project-6 Loan Prediction Analysis/1. Importing libraries and data.mp4 24 MB
8. Project-6 Loan Prediction Analysis/2. Data preprocessing, visualization.mp4 111.64 MB
8. Project-6 Loan Prediction Analysis/3. Creating models.mp4 84.24 MB
8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4 142.48 MB
9. Project-7 Predicting employee attrition/1. Importing libraries and data.mp4 17.23 MB
9. Project-7 Predicting employee attrition/2. Data preprocessing and visualization.mp4 118.75 MB
9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4 150.64 MB
9. Project-7 Predicting employee attrition/4. Hypertuning.mp4 51.19 MB
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