Udemy - Machine Learning & Deep Learning Projects for Beginners 2023
大小
7.9 GB
文件数
110
Info Hash:
DE5B6A132FEB2A2F9F1DD4E8A9390B6FD11C9967
收录时间
2026-01-02 11:06:33
更新时间
2026-01-02 11:06:33
文件列表 (110)
02 - Project 1 Breast Cancer Detection/6 - Data Preprocessing Part 2.mp4
182.46 MB
01 - Introduction/2 - Important Udemy Review Update.mp4
8.39 MB
01 - Introduction/3 - Colab Notebooks.html
273 B
02 - Project 1 Breast Cancer Detection/4 - Business Problem.mp4
46.22 MB
02 - Project 1 Breast Cancer Detection/5 - Data Preprocessing Part 1.mp4
133.05 MB
01 - Introduction/1 - Course Overview.mp4
9.36 MB
02 - Project 1 Breast Cancer Detection/7 - Logistic Regression.mp4
130.8 MB
02 - Project 1 Breast Cancer Detection/8 - Random Forest Classifier.mp4
60.78 MB
02 - Project 1 Breast Cancer Detection/9 - Hyperparameter Tuning using Randomized search.mp4
170.99 MB
02 - Project 1 Breast Cancer Detection/10 - Predicting a Single Observation.mp4
34.24 MB
03 - Project 2 Customer churn rate prediction/11 - Business Problem.mp4
33.34 MB
03 - Project 2 Customer churn rate prediction/12 - Data Preprocessing part 1.mp4
125.9 MB
03 - Project 2 Customer churn rate prediction/13 - Data Preprocessing part 2.mp4
104.54 MB
03 - Project 2 Customer churn rate prediction/14 - Logistic Regression.mp4
88.78 MB
03 - Project 2 Customer churn rate prediction/15 - Random Forest Classifier.mp4
47.15 MB
03 - Project 2 Customer churn rate prediction/16 - XGBoost Classifier.mp4
38.71 MB
03 - Project 2 Customer churn rate prediction/17 - Hyperparameter Tuning using Randomized Search.mp4
153.63 MB
03 - Project 2 Customer churn rate prediction/18 - Predicting a Single Observation.mp4
27.47 MB
04 - Project 3 Medical insurance premium prediction/19 - Business Problem.mp4
19.27 MB
04 - Project 3 Medical insurance premium prediction/20 - Data Preprocessing Part 1.mp4
76.98 MB
04 - Project 3 Medical insurance premium prediction/21 - Data Preprocessing Part 2.mp4
105.99 MB
04 - Project 3 Medical insurance premium prediction/22 - Building and Finalizing the model.mp4
83.97 MB
04 - Project 3 Medical insurance premium prediction/23 - Predicting a single observation.mp4
37.82 MB
05 - Project 4 House price prediction/24 - Business Problem.mp4
31.53 MB
05 - Project 4 House price prediction/25 - Data Preprocessing Part 1.mp4
159.17 MB
05 - Project 4 House price prediction/26 - Data Preprocessing Part 2.mp4
143.31 MB
05 - Project 4 House price prediction/27 - Building and Finalizing the model.mp4
92.45 MB
05 - Project 4 House price prediction/28 - Hyperparameter Tuning using Randomized Search.mp4
111.04 MB
06 - Project 5 E signing of customers based on financial data/29 - Business Problem.mp4
30.41 MB
06 - Project 5 E signing of customers based on financial data/30 - Data Preprocessing Part 1.mp4
82.11 MB
06 - Project 5 E signing of customers based on financial data/31 - Data Preprocessing Part 2.mp4
107.44 MB
06 - Project 5 E signing of customers based on financial data/32 - Building and Finalizing the model.mp4
92.63 MB
06 - Project 5 E signing of customers based on financial data/33 - Hyperparameter Tuning using Randomized Search.mp4
89.38 MB
06 - Project 5 E signing of customers based on financial data/34 - Predicting a single observation.mp4
20.21 MB
07 - Project 6 Credit card fraud detection/35 - Business Problem.mp4
31.1 MB
07 - Project 6 Credit card fraud detection/36 - Data Preprocessing Part 1.mp4
47.74 MB
07 - Project 6 Credit card fraud detection/37 - Data Preprocessing Part 2.mp4
113.21 MB
07 - Project 6 Credit card fraud detection/38 - Building and Finalizing the model.mp4
91.78 MB
07 - Project 6 Credit card fraud detection/39 - Predicting a single observation.mp4
25.17 MB
08 - Project 7 Employee Attrition Prediction/40 - Business Problem.mp4
25.42 MB
08 - Project 7 Employee Attrition Prediction/41 - Data Preprocessing Part 1.mp4
89 MB
08 - Project 7 Employee Attrition Prediction/42 - Data Preprocessing Part 2.mp4
96.23 MB
08 - Project 7 Employee Attrition Prediction/43 - Building and Finalizing the model.mp4
87.88 MB
08 - Project 7 Employee Attrition Prediction/44 - Hyperparameter Tuning using Randomized Search.mp4
102.03 MB
08 - Project 7 Employee Attrition Prediction/45 - Predicting a single observation.mp4
13.67 MB
09 - Project 8 Customer Segmentation/46 - Business Problem.mp4
27.63 MB
09 - Project 8 Customer Segmentation/47 - Data Preprocessing.mp4
100.75 MB
09 - Project 8 Customer Segmentation/48 - Building the model and predicting results.mp4
96.47 MB
10 - Project 9 Used Car Price Prediction/49 - Business Problem.mp4
18.29 MB
10 - Project 9 Used Car Price Prediction/50 - Data Preprocessing Part 1.mp4
75.22 MB
10 - Project 9 Used Car Price Prediction/51 - Data Preprocessing Part 2.mp4
68.2 MB
10 - Project 9 Used Car Price Prediction/52 - Building and finalizing the Model.mp4
62.83 MB
10 - Project 9 Used Car Price Prediction/53 - HyperParameter tuning and predicting the results.mp4
101.42 MB
11 - Project 10 Restaurant Reviews Classification/54 - Business Problem.mp4
14.42 MB
11 - Project 10 Restaurant Reviews Classification/55 - Data Preprocessing Part 1.mp4
86.57 MB
11 - Project 10 Restaurant Reviews Classification/56 - Data Preprocessing Part 2.mp4
42.43 MB
11 - Project 10 Restaurant Reviews Classification/57 - Data Preprocessing Part 3.mp4
35.16 MB
11 - Project 10 Restaurant Reviews Classification/58 - Building and Finalizing the Model.mp4
54.92 MB
12 - Project 11 Multiclass image classification with ANN/59 - Step 1 Installation and Setup.mp4
33.04 MB
12 - Project 11 Multiclass image classification with ANN/60 - Step 2 Data Preprocessing.mp4
143.43 MB
12 - Project 11 Multiclass image classification with ANN/61 - Imp Lecture dont skip.html
2.71 KB
12 - Project 11 Multiclass image classification with ANN/62 - Step 3 Building the Model.mp4
78.63 MB
12 - Project 11 Multiclass image classification with ANN/63 - Step 4 Training the Model.mp4
69.9 MB
12 - Project 11 Multiclass image classification with ANN/64 - Step 5 Model evaluation and performance.mp4
80.11 MB
13 - Project 12 Binary Data Classification with ANN/65 - Binary Data Classification Step 1.mp4
22.33 MB
13 - Project 12 Binary Data Classification with ANN/66 - Binary Data Classification Step 2.mp4
171.35 MB
13 - Project 12 Binary Data Classification with ANN/67 - Binary Data Classification Step 3.mp4
67.4 MB
13 - Project 12 Binary Data Classification with ANN/68 - Binary Data Classification Step 4.mp4
20.44 MB
13 - Project 12 Binary Data Classification with ANN/69 - Binary Data Classification Step 5.mp4
56.77 MB
14 - Project 13 Object Recognition in Images with CNN/70 - Object Recognition in Images Step 1.mp4
11.21 MB
14 - Project 13 Object Recognition in Images with CNN/71 - Object Recognition in Images Step 2.mp4
59.56 MB
14 - Project 13 Object Recognition in Images with CNN/72 - Object Recognition in Images Step 3.mp4
134.39 MB
14 - Project 13 Object Recognition in Images with CNN/73 - Object Recognition in Images Step 4.mp4
41.03 MB
14 - Project 13 Object Recognition in Images with CNN/74 - Object Recognition in Images Step 5.mp4
50.82 MB
15 - Project 14 Binary Image Classification with CNN/75 - Binary Image Classification Step 1.mp4
17.56 MB
15 - Project 14 Binary Image Classification with CNN/76 - Binary Image Classification Step 2.mp4
85.54 MB
15 - Project 14 Binary Image Classification with CNN/77 - Binary Image Classification Step 3.mp4
101.98 MB
15 - Project 14 Binary Image Classification with CNN/78 - Binary Image Classification Step 4.mp4
87.86 MB
15 - Project 14 Binary Image Classification with CNN/79 - Binary Image Classification Step 5.mp4
54.5 MB
16 - Project 15 Digit Recognition with CNN/80 - Digit Recognition with CNN Step 1.mp4
68.14 MB
16 - Project 15 Digit Recognition with CNN/81 - Digit Recognition with CNN Step 2.mp4
68.28 MB
16 - Project 15 Digit Recognition with CNN/82 - Digit Recognition with CNN Step 3.mp4
66.13 MB
17 - Project 16 Breast Cancer Detection with CNN/83 - Breast Cancer Detection with CNN Step 1.mp4
102.54 MB
17 - Project 16 Breast Cancer Detection with CNN/84 - Breast Cancer Detection with CNN Step 2.mp4
57.76 MB
17 - Project 16 Breast Cancer Detection with CNN/85 - Breast Cancer Detection with CNN Step 3.mp4
53.72 MB
18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/86 - Predicting the Bank Customer Satisfaction Step 1.mp4
84.39 MB
18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/87 - Predicting the Bank Customer Satisfaction Step 2.mp4
151.29 MB
18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/88 - Predicting the Bank Customer Satisfaction Step 3.mp4
90.86 MB
18 - Project 17 Predicting the Bank Customer Satisfaction with CNN/89 - Predicting the Bank Customer Satisfaction Step 4.mp4
63.41 MB
19 - Project 18 Credit Card Fraud Detection with CNN/90 - Credit Card Fraud Detection with CNN Step 1.mp4
90.44 MB
19 - Project 18 Credit Card Fraud Detection with CNN/91 - Credit Card Fraud Detection with CNN Step 2.mp4
107.8 MB
19 - Project 18 Credit Card Fraud Detection with CNN/92 - Credit Card Fraud Detection with CNN Step 3.mp4
96.73 MB
19 - Project 18 Credit Card Fraud Detection with CNN/93 - Credit Card Fraud Detection with CNN Step 4.mp4
62.81 MB
20 - Project 19 IMDB Review Classification with RNN LSTM/94 - IMDB Review Classification with RNN LSTM Step 1.mp4
62.09 MB
20 - Project 19 IMDB Review Classification with RNN LSTM/95 - IMDB Review Classification with RNN LSTM Step 2.mp4
57.47 MB
20 - Project 19 IMDB Review Classification with RNN LSTM/96 - IMDB Review Classification with RNN LSTM Step 3.mp4
66.47 MB
21 - Project 20 Multiclass Image Classification with RNN LSTM/97 - Multiclass Image Classification with RNN LSTM Step 1.mp4
57.12 MB
21 - Project 20 Multiclass Image Classification with RNN LSTM/98 - Multiclass Image Classification with RNN LSTM Step 2.mp4
83.38 MB
21 - Project 20 Multiclass Image Classification with RNN LSTM/99 - Multiclass Image Classification with RNN LSTM Step 3.mp4
69 MB
22 - Project 21 Google Stock Price Prediction with RNN and LSTM/100 - Google Stock Price Prediction with RNN and LSTM Step 1.mp4
117.14 MB
22 - Project 21 Google Stock Price Prediction with RNN and LSTM/101 - Google Stock Price Prediction with RNN and LSTM Step 2.mp4
58.11 MB
22 - Project 21 Google Stock Price Prediction with RNN and LSTM/102 - Google Stock Price Prediction with RNN and LSTM Step 3.mp4
85.32 MB
22 - Project 21 Google Stock Price Prediction with RNN and LSTM/103 - Google Stock Price Prediction with RNN and LSTM Step 4.mp4
120.31 MB
22 - Project 21 Google Stock Price Prediction with RNN and LSTM/104 - Google Stock Price Prediction with RNN and LSTM Step 5.mp4
23.47 MB
23 - Project 22 Transfer Learning for Cats and Dogs Classification/105 - Cats and Dogs Classification Step 1.mp4
81.56 MB
23 - Project 22 Transfer Learning for Cats and Dogs Classification/106 - Cats and Dogs Classification Step 2.mp4
61.5 MB
23 - Project 22 Transfer Learning for Cats and Dogs Classification/107 - Cats and Dogs Classification Step 3.mp4
81.46 MB
23 - Project 22 Transfer Learning for Cats and Dogs Classification/108 - Cats and Dogs Classification Step 4.mp4
50.56 MB
24 - Project 23 Movie Review Classification with NLTK/109 - Movie Review Classifivation with NLTK Step 1.mp4
134.81 MB
24 - Project 23 Movie Review Classification with NLTK/110 - Movie Review Classifivation with NLTK Step 2.mp4
145.77 MB