Magnet link
| # | File Name | Size |
|---|---|---|
| 1 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
678.3 MB |
| 2 | 1 - Data Science Modules Introduction and Brief Overview |
7.3 MB |
| 3 | 1 - Data Science Modules Introduction and Brief Overview |
420.6 kB |
| 4 | 1 - Data Science Modules Introduction and Brief Overview |
25.3 MB |
| 5 | 1 - Data Science Modules Introduction and Brief Overview |
19.1 MB |
| 6 | 1 - Data Science Modules Introduction and Brief Overview |
18.9 MB |
| 7 | 1 - Data Science Modules Introduction and Brief Overview |
19.2 MB |
| 8 | 1 - Data Science Modules Introduction and Brief Overview |
19.5 MB |
| 9 | 1 - Data Science Modules Introduction and Brief Overview |
25.5 MB |
| 10 | 1 - Data Science Modules Introduction and Brief Overview |
24.6 MB |
| 11 | 1 - Data Science Modules Introduction and Brief Overview |
19.8 MB |
| 12 | 1 - Data Science Modules Introduction and Brief Overview |
23.3 MB |
| 13 | 1 - Data Science Modules Introduction and Brief Overview |
28.2 MB |
| 14 | 1 - Data Science Modules Introduction and Brief Overview |
27.1 MB |
| 15 | 1 - Data Science Modules Introduction and Brief Overview |
28.6 MB |
| 16 | 1 - Data Science Modules Introduction and Brief Overview |
2.6 MB |
| 17 | 2 - Week 1 Python Programming Basics |
1.5 MB |
| 18 | 2 - Week 1 Python Programming Basics |
202.7 MB |
| 19 | 2 - Week 1 Python Programming Basics |
153.4 MB |
| 20 | 2 - Week 1 Python Programming Basics |
95.9 MB |
| 21 | 2 - Week 1 Python Programming Basics |
137.8 MB |
| 22 | 2 - Week 1 Python Programming Basics |
179.8 MB |
| 23 | 2 - Week 1 Python Programming Basics |
119.0 MB |
| 24 | 2 - Week 1 Python Programming Basics |
505.3 MB |
| 25 | 3 - Week 2 Data Science Essentials |
1.8 MB |
| 26 | 3 - Week 2 Data Science Essentials |
236.2 MB |
| 27 | 3 - Week 2 Data Science Essentials |
100.3 MB |
| 28 | 3 - Week 2 Data Science Essentials |
250.2 MB |
| 29 | 3 - Week 2 Data Science Essentials |
87.0 MB |
| 30 | 3 - Week 2 Data Science Essentials |
80.5 MB |
| 31 | 3 - Week 2 Data Science Essentials |
331.8 MB |
| 32 | 3 - Week 2 Data Science Essentials |
274.3 MB |
| 33 | 4 - Week 3 Mathematics for Machine Learning |
1.9 MB |
| 34 | 4 - Week 3 Mathematics for Machine Learning |
95.7 MB |
| 35 | 4 - Week 3 Mathematics for Machine Learning |
104.6 MB |
| 36 | 4 - Week 3 Mathematics for Machine Learning |
82.5 MB |
| 37 | 4 - Week 3 Mathematics for Machine Learning |
70.5 MB |
| 38 | 4 - Week 3 Mathematics for Machine Learning |
296.2 MB |
| 39 | 4 - Week 3 Mathematics for Machine Learning |
91.0 MB |
| 40 | 4 - Week 3 Mathematics for Machine Learning |
75.6 MB |
| 41 | 5 - Week 4 Probability and Statistics for Machine Learning |
2.1 MB |
| 42 | 5 - Week 4 Probability and Statistics for Machine Learning |
96.0 MB |
| 43 | 5 - Week 4 Probability and Statistics for Machine Learning |
133.8 MB |
| 44 | 5 - Week 4 Probability and Statistics for Machine Learning |
73.4 MB |
| 45 | 5 - Week 4 Probability and Statistics for Machine Learning |
47.7 MB |
| 46 | 5 - Week 4 Probability and Statistics for Machine Learning |
103.7 MB |
| 47 | 5 - Week 4 Probability and Statistics for Machine Learning |
97.0 MB |
| 48 | 5 - Week 4 Probability and Statistics for Machine Learning |
350.9 MB |
| 49 | 6 - Week 5 Introduction to Machine Learning |
2.1 MB |
| 50 | 6 - Week 5 Introduction to Machine Learning |
154.0 MB |
| 51 | 6 - Week 5 Introduction to Machine Learning |
66.0 MB |
| 52 | 6 - Week 5 Introduction to Machine Learning |
516.8 MB |
| 53 | 6 - Week 5 Introduction to Machine Learning |
268.1 MB |
| 54 | 6 - Week 5 Introduction to Machine Learning |
132.5 MB |
| 55 | 6 - Week 5 Introduction to Machine Learning |
106.9 MB |
| 56 | 6 - Week 5 Introduction to Machine Learning |
172.9 MB |
| 57 | 7 - Week 6 Feature Engineering and Model Evaluation |
1.7 MB |
| 58 | 7 - Week 6 Feature Engineering and Model Evaluation |
170.1 MB |
| 59 | 7 - Week 6 Feature Engineering and Model Evaluation |
190.0 MB |
| 60 | 7 - Week 6 Feature Engineering and Model Evaluation |
154.0 MB |
| 61 | 7 - Week 6 Feature Engineering and Model Evaluation |
218.7 MB |
| 62 | 7 - Week 6 Feature Engineering and Model Evaluation |
230.8 MB |
| 63 | 7 - Week 6 Feature Engineering and Model Evaluation |
89.9 MB |
| 64 | 7 - Week 6 Feature Engineering and Model Evaluation |
270.1 MB |
| 65 | 8 - Week 7 Advanced Machine Learning Algorithms |
1.7 MB |
| 66 | 8 - Week 7 Advanced Machine Learning Algorithms |
89.4 MB |
| 67 | 8 - Week 7 Advanced Machine Learning Algorithms |
178.7 MB |
| 68 | 8 - Week 7 Advanced Machine Learning Algorithms |
183.6 MB |
| 69 | 8 - Week 7 Advanced Machine Learning Algorithms |
249.8 MB |
| 70 | 8 - Week 7 Advanced Machine Learning Algorithms |
271.3 MB |
| 71 | 8 - Week 7 Advanced Machine Learning Algorithms |
165.0 MB |
| 72 | 8 - Week 7 Advanced Machine Learning Algorithms |
244.0 MB |
| 73 | 9 - Week 8 Model Tuning and Optimization |
2.5 MB |
| 74 | 9 - Week 8 Model Tuning and Optimization |
160.2 MB |
| 75 | 9 - Week 8 Model Tuning and Optimization |
161.1 MB |
| 76 | 9 - Week 8 Model Tuning and Optimization |
407.4 MB |
| 77 | 9 - Week 8 Model Tuning and Optimization |
201.3 MB |
| 78 | 9 - Week 8 Model Tuning and Optimization |
146.4 MB |
| 79 | 9 - Week 8 Model Tuning and Optimization |
287.9 MB |
| 80 | 9 - Week 8 Model Tuning and Optimization |
245.3 MB |
| 81 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
2.2 MB |
| 82 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
177.0 MB |
| 83 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
180.7 MB |
| 84 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
93.4 MB |
| 85 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
303.5 MB |
| 86 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
244.1 MB |
| 87 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
409.5 MB |
| 88 | 10 - Week 9 Neural Networks and Deep Learning Fundamentals |
130.8 MB |
| 89 | 11 - Week 10 Convolutional Neural Networks CNNs |
2.3 MB |
| 90 | 11 - Week 10 Convolutional Neural Networks CNNs |
345.3 MB |
| 91 | 11 - Week 10 Convolutional Neural Networks CNNs |
99.4 MB |
| 92 | 11 - Week 10 Convolutional Neural Networks CNNs |
165.1 MB |
| 93 | 11 - Week 10 Convolutional Neural Networks CNNs |
228.6 MB |
| 94 | 11 - Week 10 Convolutional Neural Networks CNNs |
243.2 MB |
| 95 | 11 - Week 10 Convolutional Neural Networks CNNs |
211.1 MB |
| 96 | 11 - Week 10 Convolutional Neural Networks CNNs |
430.2 MB |
| 97 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
2.4 MB |
| 98 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
395.6 MB |
| 99 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
313.3 MB |
| 100 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
131.0 MB |
| 101 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
60.5 MB |
| 102 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
241.3 MB |
| 103 | 1 - Data Science Modules Introduction and Brief Overview |
420.6 kB |
| 104 | 12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling |
182.1 MB |
| 105 | 13 - Week 12 Transformers and Attention Mechanisms |
2.3 MB |
| 106 | 13 - Week 12 Transformers and Attention Mechanisms |
87.4 MB |
| 107 | 13 - Week 12 Transformers and Attention Mechanisms |
224.1 MB |
| 108 | 13 - Week 12 Transformers and Attention Mechanisms |
284.1 MB |
| 109 | 13 - Week 12 Transformers and Attention Mechanisms |
195.8 MB |
| 110 | 13 - Week 12 Transformers and Attention Mechanisms |
276.4 MB |
| 111 | 13 - Week 12 Transformers and Attention Mechanisms |
282.3 MB |
| 112 | 13 - Week 12 Transformers and Attention Mechanisms |
258.5 MB |
| 113 | 14 - Week 13 Transfer Learning and FineTuning |
1.9 MB |
| 114 | 14 - Week 13 Transfer Learning and FineTuning |
195.5 MB |
| 115 | 14 - Week 13 Transfer Learning and FineTuning |
278.7 MB |
| 116 | 14 - Week 13 Transfer Learning and FineTuning |
227.4 MB |
| 117 | 14 - Week 13 Transfer Learning and FineTuning |
240.7 MB |
| 118 | 14 - Week 13 Transfer Learning and FineTuning |
175.8 MB |
| 119 | 14 - Week 13 Transfer Learning and FineTuning |
151.3 MB |
| 120 | 14 - Week 13 Transfer Learning and FineTuning |
257.5 MB |
| 121 | 15 - Machine Learning Algorithms and Implementations |
7.3 MB |
| 122 | 15 - Machine Learning Algorithms and Implementations |
28.2 MB |
| 123 | 15 - Machine Learning Algorithms and Implementations |
76.9 MB |
| 124 | 15 - Machine Learning Algorithms and Implementations |
55.4 MB |
| 125 | 15 - Machine Learning Algorithms and Implementations |
52.7 MB |
| 126 | 15 - Machine Learning Algorithms and Implementations |
58.5 MB |
| 127 | 15 - Machine Learning Algorithms and Implementations |
30.8 MB |
| 128 | 15 - Machine Learning Algorithms and Implementations |
48.9 MB |
| 129 | 15 - Machine Learning Algorithms and Implementations |
60.3 MB |
| 130 | 15 - Machine Learning Algorithms and Implementations |
57.1 MB |
| 131 | 15 - Machine Learning Algorithms and Implementations |
22.3 MB |
| 132 | 15 - Machine Learning Algorithms and Implementations |
14.5 MB |
| 133 | 15 - Machine Learning Algorithms and Implementations |
36.0 MB |
| 134 | 15 - Machine Learning Algorithms and Implementations |
16.7 MB |
| 135 | 15 - Machine Learning Algorithms and Implementations |
17.9 MB |
| 136 | 15 - Machine Learning Algorithms and Implementations |
17.6 MB |
| 137 | 15 - Machine Learning Algorithms and Implementations |
38.8 MB |
| 138 | 15 - Machine Learning Algorithms and Implementations |
79.0 MB |
| 139 | 15 - Machine Learning Algorithms and Implementations |
42.9 MB |
| 140 | 15 - Machine Learning Algorithms and Implementations |
53.7 MB |
| 141 | 15 - Machine Learning Algorithms and Implementations |
130.6 MB |
| 142 | 15 - Machine Learning Algorithms and Implementations |
107.6 MB |
| 143 | 15 - Machine Learning Algorithms and Implementations |
18.6 MB |
| 144 | 15 - Machine Learning Algorithms and Implementations |
20.5 MB |
| 145 | 15 - Machine Learning Algorithms and Implementations |
56.1 MB |
| 146 | 15 - Machine Learning Algorithms and Implementations |
43.1 MB |
| 147 | 15 - Machine Learning Algorithms and Implementations |
47.5 MB |
| 148 | 15 - Machine Learning Algorithms and Implementations |
129.4 MB |
| 149 | 16 - Complete TensorFlow Tutorials |
25.8 MB |
| 150 | 16 - Complete TensorFlow Tutorials |
26.7 MB |
| 151 | 16 - Complete TensorFlow Tutorials |
39.6 MB |
| 152 | 16 - Complete TensorFlow Tutorials |
35.3 MB |
| 153 | 16 - Complete TensorFlow Tutorials |
22.9 MB |
| 154 | 16 - Complete TensorFlow Tutorials |
29.9 MB |
| 155 | 16 - Complete TensorFlow Tutorials |
4.9 MB |
| 156 | 16 - Complete TensorFlow Tutorials |
8.9 MB |
| 157 | 16 - Complete TensorFlow Tutorials |
9.7 MB |
| 158 | 16 - Complete TensorFlow Tutorials |
10.2 MB |
| 159 | 16 - Complete TensorFlow Tutorials |
6.2 MB |
| 160 | 16 - Complete TensorFlow Tutorials |
10.4 MB |
| 161 | 16 - Complete TensorFlow Tutorials |
23.0 MB |
| 162 | 16 - Complete TensorFlow Tutorials |
9.9 MB |
| 163 | 16 - Complete TensorFlow Tutorials |
15.3 MB |
| 164 | 16 - Complete TensorFlow Tutorials |
12.9 MB |
| 165 | 16 - Complete TensorFlow Tutorials |
11.5 MB |
| 166 | 16 - Complete TensorFlow Tutorials |
13.0 MB |
| 167 | 16 - Complete TensorFlow Tutorials |
10.5 MB |
| 168 | 16 - Complete TensorFlow Tutorials |
16.6 MB |
| 169 | 16 - Complete TensorFlow Tutorials |
11.7 MB |
| 170 | 16 - Complete TensorFlow Tutorials |
11.2 MB |
| 171 | 16 - Complete TensorFlow Tutorials |
8.2 MB |
| 172 | 16 - Complete TensorFlow Tutorials |
7.7 MB |
| 173 | 16 - Complete TensorFlow Tutorials |
10.2 MB |
| 174 | 16 - Complete TensorFlow Tutorials |
11.1 MB |
| 175 | 16 - Complete TensorFlow Tutorials |
13.0 MB |
| 176 | 16 - Complete TensorFlow Tutorials |
13.5 MB |
| 177 | 16 - Complete TensorFlow Tutorials |
14.4 MB |
| 178 | 16 - Complete TensorFlow Tutorials |
14.2 MB |
| 179 | 16 - Complete TensorFlow Tutorials |
12.2 MB |
| 180 | 16 - Complete TensorFlow Tutorials |
9.5 MB |
| 181 | 16 - Complete TensorFlow Tutorials |
14.1 MB |
| 182 | 16 - Complete TensorFlow Tutorials |
14.4 MB |
| 183 | 16 - Complete TensorFlow Tutorials |
14.3 MB |
| 184 | 16 - Complete TensorFlow Tutorials |
16.3 MB |
| 185 | 16 - Complete TensorFlow Tutorials |
13.1 MB |
| 186 | 16 - Complete TensorFlow Tutorials |
25.1 MB |
| 187 | 16 - Complete TensorFlow Tutorials |
16.0 MB |
| 188 | 16 - Complete TensorFlow Tutorials |
11.5 MB |
| 189 | 16 - Complete TensorFlow Tutorials |
19.8 MB |
| 190 | 16 - Complete TensorFlow Tutorials |
10.4 MB |
| 191 | 16 - Complete TensorFlow Tutorials |
10.7 MB |
| 192 | 16 - Complete TensorFlow Tutorials |
12.5 MB |
| 193 | 16 - Complete TensorFlow Tutorials |
9.3 MB |
| 194 | 16 - Complete TensorFlow Tutorials |
7.2 MB |
| 195 | 16 - Complete TensorFlow Tutorials |
10.7 MB |
| 196 | 16 - Complete TensorFlow Tutorials |
10.2 MB |
| 197 | 16 - Complete TensorFlow Tutorials |
8.7 MB |
| 198 | 17 - Complete PyTorch Tutorials |
7.7 MB |
| 199 | 17 - Complete PyTorch Tutorials |
107.5 MB |
| 200 | 17 - Complete PyTorch Tutorials |
67.1 MB |
| 201 | 17 - Complete PyTorch Tutorials |
115.4 MB |
| 202 | 17 - Complete PyTorch Tutorials |
59.5 MB |
| 203 | 17 - Complete PyTorch Tutorials |
115.6 MB |
| 204 | 17 - Complete PyTorch Tutorials |
80.2 MB |
| 205 | 17 - Complete PyTorch Tutorials |
106.9 MB |
| 206 | 17 - Complete PyTorch Tutorials |
144.8 MB |
| 207 | 17 - Complete PyTorch Tutorials |
41.9 MB |
| 208 | 17 - Complete PyTorch Tutorials |
43.4 MB |
| 209 | 17 - Complete PyTorch Tutorials |
44.4 MB |
| 210 | 17 - Complete PyTorch Tutorials |
118.2 MB |
| 211 | 17 - Complete PyTorch Tutorials |
95.4 MB |
| 212 | 17 - Complete PyTorch Tutorials |
48.1 MB |
| 213 | 17 - Complete PyTorch Tutorials |
98.0 MB |
| 214 | 17 - Complete PyTorch Tutorials |
102.7 MB |
| 215 | 17 - Complete PyTorch Tutorials |
50.4 MB |
| 216 | 18 - Handson Projects on Data Science in Python |
101.9 MB |
| 217 | 18 - Handson Projects on Data Science in Python |
239.1 MB |
| 218 | 18 - Handson Projects on Data Science in Python |
65.2 MB |
| 219 | 18 - Handson Projects on Data Science in Python |
55.0 MB |
| 220 | 18 - Handson Projects on Data Science in Python |
129.5 MB |
| 221 | 18 - Handson Projects on Data Science in Python |
104.6 MB |
| 222 | 18 - Handson Projects on Data Science in Python |
52.5 MB |
| 223 | 18 - Handson Projects on Data Science in Python |
76.9 MB |
| 224 | 18 - Handson Projects on Data Science in Python |
58.3 MB |
| 225 | 18 - Handson Projects on Data Science in Python |
213.3 MB |
| 226 | 18 - Handson Projects on Data Science in Python |
108.3 MB |
| 227 | 18 - Handson Projects on Data Science in Python |
139.9 MB |
| 228 | 18 - Handson Projects on Data Science in Python |
187.8 MB |
| 229 | 18 - Handson Projects on Data Science in Python |
43.7 MB |
| 230 | 18 - Handson Projects on Data Science in Python |
80.7 MB |
| 231 | 18 - Handson Projects on Data Science in Python |
56.9 MB |
| 232 | 18 - Handson Projects on Data Science in Python |
118.3 MB |
| 233 | 18 - Handson Projects on Data Science in Python |
82.7 MB |
| 234 | 18 - Handson Projects on Data Science in Python |
72.2 MB |
| 235 | 18 - Handson Projects on Data Science in Python |
52.6 MB |
| 236 | 18 - Handson Projects on Data Science in Python |
81.4 MB |
| 237 | 18 - Handson Projects on Data Science in Python |
37.7 MB |
| 238 | 18 - Handson Projects on Data Science in Python |
89.8 MB |
| 239 | 18 - Handson Projects on Data Science in Python |
78.8 MB |
| 240 | 18 - Handson Projects on Data Science in Python |
82.8 MB |
| 241 | 18 - Handson Projects on Data Science in Python |
82.4 MB |
| 242 | 18 - Handson Projects on Data Science in Python |
84.2 MB |
| 243 | 18 - Handson Projects on Data Science in Python |
102.3 MB |
| 244 | 18 - Handson Projects on Data Science in Python |
74.1 MB |
| 245 | 18 - Handson Projects on Data Science in Python |
196.4 MB |