Artificial Intelligence and Machine Learning Complete Guide
Language: English | Size:7.97 GB
Genre:eLearning
Files Included :
1 Course content.mp4 (80.7 MB)
MP4
2 Terminology.mp4 (37.09 MB)
MP4
1 Missing values and normalization.mp4 (93.5 MB)
MP4
10 COVID dataset 1.mp4 (60.48 MB)
MP4
11 COVID dataset 2.mp4 (79.63 MB)
MP4
12 COVID dataset 3.mp4 (33.64 MB)
MP4
2 Discretization.mp4 (43.21 MB)
MP4
3 Feature selection.mp4 (50.22 MB)
MP4
4 Dimensionality reduction using PCA.mp4 (55.98 MB)
MP4
5 PCA and clustering.mp4 (27.44 MB)
MP4
6 Outliers detection.mp4 (52.32 MB)
MP4
7 Time series 1.mp4 (42.74 MB)
MP4
8 Time series 2.mp4 (66.6 MB)
MP4
9 Basic charts.mp4 (41.56 MB)
MP4
1 Introduction.mp4 (21.74 MB)
MP4
2 Intuition.mp4 (98.08 MB)
MP4
3 Implementation 1 - environment.mp4 (77.96 MB)
MP4
4 Implementation 2 - training 1.mp4 (72.97 MB)
MP4
5 Implementation 3 - training 2.mp4 (93.53 MB)
MP4
6 Implementation 4 - evaluation.mp4 (62.17 MB)
MP4
1 Introduction.mp4 (9.78 MB)
MP4
10 Neural networks in Orange.mp4 (42.98 MB)
MP4
11 Case study Homer and Bart classification.mp4 (26.49 MB)
MP4
12 Deep learning with TensorFlow 1.mp4 (67.29 MB)
MP4
13 Deep learning with TensorFlow 2.mp4 (47.46 MB)
MP4
14 Deep learning with TensorFlow 3.mp4 (60.56 MB)
MP4
16 Homework solution.mp4 (42.44 MB)
MP4
17 Introduction to convolutional neural networks.mp4 (54.26 MB)
MP4
18 Convolutional operator.mp4 (39.93 MB)
MP4
19 Pooling.mp4 (24.84 MB)
MP4
2 Biological fundamentals.mp4 (59.51 MB)
MP4
20 Flattening.mp4 (63.81 MB)
MP4
21 Dense neural network.mp4 (43.38 MB)
MP4
22 Convolutional neural networks with TensorFlow 1.mp4 (84.22 MB)
MP4
23 Convolutional neural networks with TensorFlow 2.mp4 (110.71 MB)
MP4
25 Homework solution.mp4 (57.25 MB)
MP4
3 Single layer perceptron.mp4 (57.7 MB)
MP4
4 Multilayer perceptron - sum and activation functions.mp4 (48.79 MB)
MP4
5 Multilayer perceptron - error calculation.mp4 (17.71 MB)
MP4
6 Gradient descent.mp4 (45.98 MB)
MP4
7 Delta parameter.mp4 (29.14 MB)
MP4
8 Updating weights with backpropagation.mp4 (54.71 MB)
MP4
9 Bias, error, stochastic gradient descent, and more parameters.mp4 (67.78 MB)
MP4
1 Introduction.mp4 (16.14 MB)
MP4
10 Sentiment analysis 3.mp4 (84.8 MB)
MP4
11 Sentiment analysis 4.mp4 (49.2 MB)
MP4
12 Sentiment analysis 5.mp4 (43.14 MB)
MP4
13 Sentiment analysis 6.mp4 (48.18 MB)
MP4
14 Sentiment analysis 7.mp4 (31.67 MB)
MP4
15 Sentiment analysis 8.mp4 (36 MB)
MP4
17 Text classification in Orange.mp4 (49.71 MB)
MP4
2 POS (part of speech), lemmatization, and stemming.mp4 (116.35 MB)
MP4
3 Loading texts from the Internet.mp4 (62.61 MB)
MP4
4 Text search using spaCy.mp4 (98.79 MB)
MP4
5 Named entity recognition.mp4 (27.51 MB)
MP4
6 Word cloud in Python.mp4 (61.69 MB)
MP4
7 Word cloud in Orange.mp4 (26.16 MB)
MP4
8 Sentiment analysis 1.mp4 (52.97 MB)
MP4
9 Sentiment analysis 2.mp4 (34.94 MB)
MP4
1 Introduction.mp4 (29.79 MB)
MP4
10 Object tracking - intuition.mp4 (44.29 MB)
MP4
11 Object tracking - implementation.mp4 (122.48 MB)
MP4
12 Image generation with Stable Diffusion.mp4 (81.54 MB)
MP4
2 Images and pixels.mp4 (31.93 MB)
MP4
3 Face detection - intuition.mp4 (86.57 MB)
MP4
4 Face detection - implementation.mp4 (200.34 MB)
MP4
6 Homework solution.mp4 (51.88 MB)
MP4
7 Face recognition - intuition.mp4 (38.28 MB)
MP4
8 Face recognition - training.mp4 (96.16 MB)
MP4
9 Face recognition - classification.mp4 (34.13 MB)
MP4
1 Introduction to Python.mp4 (25.33 MB)
MP4
10 Conditional operators.mp4 (40.92 MB)
MP4
12 Homework solution.mp4 (54.78 MB)
MP4
13 Loops - for.mp4 (43.2 MB)
MP4
14 Loops - while.mp4 (38.48 MB)
MP4
16 Homework solution.mp4 (31.28 MB)
MP4
17 Collections - tuples and lists.mp4 (38.25 MB)
MP4
18 Collections - dictionaries and sets.mp4 (40.09 MB)
MP4
19 Collections - matrices.mp4 (29 MB)
MP4
2 Installation.mp4 (50.97 MB)
MP4
21 Homework solution.mp4 (48.12 MB)
MP4
22 Functions.mp4 (48.28 MB)
MP4
24 Homework solution.mp4 (48.8 MB)
MP4
25 Modules - math and datetime.mp4 (58.25 MB)
MP4
26 Modules - random and time.mp4 (59.06 MB)
MP4
27 Creating custom models.mp4 (37.27 MB)
MP4
29 Homework solution.mp4 (30.25 MB)
MP4
3 Python IDEs.mp4 (67.77 MB)
MP4
30 Errors and exceptions.mp4 (76.06 MB)
MP4
32 Homework solution.mp4 (29.57 MB)
MP4
33 Reading and writing text files.mp4 (25.19 MB)
MP4
35 Homework solution.mp4 (22.26 MB)
MP4
36 Regular expressions - intuition.mp4 (58.51 MB)
MP4
37 Regular expressions - implementation.mp4 (70.83 MB)
MP4
39 Homework solution.mp4 (27.27 MB)
MP4
4 Variables and constants.mp4 (69.39 MB)
MP4
40 Object oriented - intuition.mp4 (27.79 MB)
MP4
41 Object oriented - implementation.mp4 (64.6 MB)
MP4
43 Homework solution.mp4 (23.62 MB)
MP4
5 Mathematical operations.mp4 (26.67 MB)
MP4
6 Strings.mp4 (52.65 MB)
MP4
8 Homework solution.mp4 (32.68 MB)
MP4
9 Logical and relational operators.mp4 (41.26 MB)
MP4
1 Final remarks.mp4 (14.17 MB)
MP4
2 BONUS.mp4 (29.44 MB)
MP4
1 Introduction.mp4 (6.23 MB)
MP4
10 A search - implementation.mp4 (82.17 MB)
MP4
12 Homework solution.mp4 (52.04 MB)
MP4
2 Search - intuition.mp4 (25.05 MB)
MP4
3 Heuristics - intuition.mp4 (32.94 MB)
MP4
4 Ordered arrays - intuition.mp4 (13.12 MB)
MP4
5 Ordered arrays - implementation.mp4 (70.24 MB)
MP4
6 Creating the city map.mp4 (109.97 MB)
MP4
7 Greedy search - intuition.mp4 (30.66 MB)
MP4
8 Greedy search - implementation.mp4 (69.8 MB)
MP4
9 A search - intuition.mp4 (50.56 MB)
MP4
1 Optimization algorithms - intuition.mp4 (42.33 MB)
MP4
10 Genetic algorithm - intuition.mp4 (30.38 MB)
MP4
11 Genetic algorithm - implementation.mp4 (34.58 MB)
MP4
12 HOMEWORK.mp4 (37.23 MB)
MP4
13 Homework solution.mp4 (67.57 MB)
MP4
2 Case study - flight schedule.mp4 (35.94 MB)
MP4
3 Representing the problem.mp4 (95.57 MB)
MP4
4 Printing the solution.mp4 (117.86 MB)
MP4
5 Fitness function.mp4 (71.26 MB)
MP4
6 Hill climb - intuition.mp4 (48.51 MB)
MP4
7 Hill climb - implementation.mp4 (28.81 MB)
MP4
8 Simulated annealing - intuition.mp4 (31.5 MB)
MP4
9 Simulated annealing - implementation.mp4 (40.5 MB)
MP4
1 Introduction.mp4 (9.31 MB)
MP4
2 Applications of fuzzy logic.mp4 (19.32 MB)
MP4
3 Fuzzy logic - intuition.mp4 (50.17 MB)
MP4
4 Implementation 1.mp4 (50.17 MB)
MP4
5 Implementation 2.mp4 (97.44 MB)
MP4
6 Implementation 3.mp4 (36.11 MB)
MP4
8 Homework solution.mp4 (44.78 MB)
MP4
1 Introduction.mp4 (11.75 MB)
MP4
2 Machine learning and Data Science.mp4 (49.34 MB)
MP4
1 What is classification.mp4 (51.86 MB)
MP4
10 SVM (Support Vectors Machines) - intuition.mp4 (11.26 MB)
MP4
11 SVM (Support Vectors Machines) in Orange.mp4 (12.37 MB)
MP4
12 Logistic regression - intuition.mp4 (14.3 MB)
MP4
13 Logistic regression in Orange.mp4 (31.22 MB)
MP4
14 Crossvalidation.mp4 (18.29 MB)
MP4
16 Homework solution.mp4 (43.15 MB)
MP4
17 Image classification in Orange.mp4 (71.91 MB)
MP4
2 Naïve Bayes - intuition.mp4 (56.03 MB)
MP4
3 Naïve Bayes in Orange.mp4 (102.54 MB)
MP4
4 Decision trees - intuition.mp4 (27.23 MB)
MP4
5 Decision trees in Orange.mp4 (16.34 MB)
MP4
6 Rule based learning - intuition.mp4 (24.88 MB)
MP4
7 Rule based learning in Orange.mp4 (21.07 MB)
MP4
8 kNN (k nearest neighbors) - intuition.mp4 (43.42 MB)
MP4
9 kNN (k nearest neighbors) in Orange.mp4 (13.42 MB)
MP4
1 What is regression.mp4 (9.85 MB)
MP4
2 Linear regression - intuition.mp4 (20.87 MB)
MP4
3 Linear regression in Orange.mp4 (53.25 MB)
MP4
5 Homework solution.mp4 (62.26 MB)
MP4
1 What is clustering.mp4 (14.8 MB)
MP4
2 K-means algorithm - intuition.mp4 (13.14 MB)
MP4
3 K-means algorithm in Orange.mp4 (50.67 MB)
MP4
5 Homework solution.mp4 (96.51 MB)
MP4
6 Clustering images in Orange.mp4 (57.61 MB)
MP4
1 What are association rules.mp4 (13.16 MB)
MP4
2 Apriori algorithm.mp4 (57.11 MB)
MP4
3 Apriori in Orange.mp4 (39.98 MB)
MP4
5 Homework solution.mp4 (33.92 MB)
MP4
Artificial Intelligence and Machine Learning Complete Guide.z01
https://rapidgator.net/file/ae73dd7bc54543a104505fdd06f74869/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z01
Artificial Intelligence and Machine Learning Complete Guide.z02
https://rapidgator.net/file/c102c577a7df40eac4654508a4b51f0a/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z02
Artificial Intelligence and Machine Learning Complete Guide.z03
https://rapidgator.net/file/00b986e8aaa66ef0f9e2e0ea4526394e/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z03
Artificial Intelligence and Machine Learning Complete Guide.z04
https://rapidgator.net/file/f889a8011bbe9c51cbb7e527cc8b2668/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z04
Artificial Intelligence and Machine Learning Complete Guide.z05
https://rapidgator.net/file/2290f8eb1e4fb655d7e1d369cd91fac7/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z05
Artificial Intelligence and Machine Learning Complete Guide.z06
https://rapidgator.net/file/6fbe716a6944f3d36d904dd905167224/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z06
Artificial Intelligence and Machine Learning Complete Guide.z07
https://rapidgator.net/file/4e5accb4d577fbcc60b0bf45cb01fbc1/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z07
Artificial Intelligence and Machine Learning Complete Guide.z08
https://rapidgator.net/file/9ff55e794383dfd1cabb76fea476cb3a/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z08
Artificial Intelligence and Machine Learning Complete Guide.zip
https://rapidgator.net/file/f524125bdcdcf91be3c98af50a980dcc/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.zip
Artificial Intelligence and Machine Learning Complete Guide.z01
https://nitroflare.com/view/589A790BFB7B965/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z01
Artificial Intelligence and Machine Learning Complete Guide.z02
https://nitroflare.com/view/6D4C0BED79F2AB8/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z02
Artificial Intelligence and Machine Learning Complete Guide.z03
https://nitroflare.com/view/FF2415D97868B6B/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z03
Artificial Intelligence and Machine Learning Complete Guide.z04
https://nitroflare.com/view/CA399C273F3FA2C/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z04
Artificial Intelligence and Machine Learning Complete Guide.z05
https://nitroflare.com/view/35FEF014CD78F75/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z05
Artificial Intelligence and Machine Learning Complete Guide.z06
https://nitroflare.com/view/9EFE704E0A5CA84/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z06
Artificial Intelligence and Machine Learning Complete Guide.z07
https://nitroflare.com/view/293759C594F1F6B/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z07
Artificial Intelligence and Machine Learning Complete Guide.z08
https://nitroflare.com/view/78380776AA6FD5E/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.z08
Artificial Intelligence and Machine Learning Complete Guide.zip
https://nitroflare.com/view/401F4EF30ECB2E9/Artificial_Intelligence_and_Machine_Learning_Complete_Guide.zip