AWS Certified Machine Learning - Specialty
Focused View
15:25:34
13 View
01.01.Course Introduction.mp4
03:49
01.02.About the Training Architect.mp4
01:56
01.03.About the Exam.mp4
17:40
link.txt
old-sku.txt
02.01.Artificial Intelligence.mp4
04:33
02.02.What Is Machine Learning.mp4
11:40
02.03.What Is Deep Learning.mp4
06:47
03.01.Section Introduction.mp4
00:57
03.02.Machine Learning Lifecycle.mp4
13:52
03.03.Supervised, Unsupervised, and Reinforcement.mp4
09:51
03.04.Optimization.mp4
09:38
03.05.Regularization.mp4
03:41
03.06.Hyperparameters.mp4
05:21
03.07.Validation.mp4
04:09
04.01.Section Introduction.mp4
00:50
04.02.Feature Selection and Engineering.mp4
10:04
04.03.Principal Component Analysis (PCA).mp4
10:23
04.04.Missing and Unbalanced Data.mp4
11:23
04.05.Label and One Hot Encoding.mp4
04:35
04.06.Splitting and Randomization.mp4
03:44
04.07.RecordIO Format.mp4
04:05
05.01.Section Introduction.mp4
00:41
05.02.Logistical Regression.mp4
07:53
05.03.Linear Regression.mp4
05:41
05.04.Support Vector Machines.mp4
04:35
05.05.Decision Trees.mp4
09:47
05.06.Random Forests.mp4
05:46
05.07.K-Means.mp4
10:32
05.08.K-Nearest Neighbour.mp4
03:37
05.09.Latent Dirichlet Allocation (LDA) Algorithm.mp4
08:52
06.01.Section Introduction.mp4
00:41
06.02.Neural Networks.mp4
15:13
06.03.Convolutional Neural Networks (CNN).mp4
10:27
06.04.Recurrent Neural Networks (RNN).mp4
09:56
07.01.Section Introduction.mp4
01:28
07.02.Confusion Matrix.mp4
11:58
07.03.Sensitivity and Specificity.mp4
14:59
07.04.Accuracy and Precision.mp4
05:41
07.05.ROCAUC.mp4
18:01
07.06.Gini Impurity.mp4
07:31
07.07.F1 Score.mp4
04:56
08.01.Section Introduction.mp4
01:48
08.02.Introduction to Jupyter Notebooks.mp4
16:05
08.03.ML and DL Frameworks.mp4
11:54
08.04.TensorFlow.mp4
16:42
08.05.PyTorch.mp4
09:23
08.06.MXNet.mp4
07:34
08.07.Scikit-learn.mp4
14:36
09.01.Section Introduction.mp4
01:25
09.02.S3.mp4
21:00
09.03.Glue.mp4
16:34
09.04.Athena.mp4
13:49
09.05.QuickSight.mp4
08:29
09.06.Kinesis, Streams, Firehose, Video, and Analytics.mp4
15:06
09.07.EMR with Spark.mp4
06:20
09.08.EC2 for ML.mp4
10:54
09.09.Amazon ML.mp4
02:03
10.01.Section Introduction.mp4
03:15
10.02.Amazon Rekognition (Images) Part 1.mp4
13:35
10.03.Amazon Rekognition (Images) Part 2 - the API.mp4
23:19
10.04.Amazon Rekognition (Video).mp4
12:32
10.05.Amazon Polly.mp4
09:23
10.06.Amazon Transcribe.mp4
10:27
10.07.Amazon Translate.mp4
13:52
10.08.Amazon Comprehend.mp4
14:29
10.09.Amazon Lex.mp4
13:32
10.10.Amazon Service Chaining with AWS Step Functions.mp4
16:26
11.01.Section Introduction.mp4
01:39
11.02.What is Amazon SageMaker.mp4
07:18
11.03.The Three Stages.mp4
03:15
11.04.Control (ConsoleSDKNotebooks).mp4
12:07
11.05.SageMaker Notebooks.mp4
15:07
12.01.Data Preprocessing.mp4
13:57
12.02.Ground Truth.mp4
09:41
12.03.Preprocessing Image Data (Pinehead NotPinehead).mp4
26:38
12.04.Algorithms.mp4
14:30
13.01.SageMaker Algorithms - Architecture 1.mp4
10:19
13.02.SageMaker Algorithms - Architecture 2.mp4
07:02
13.03.SageMaker Algorithms - Architecture 3.mp4
05:58
13.04.Training an Image Classifier - Part 1 (Pinehead NotPinehead).mp4
19:02
13.05.Training an Image Classifier - Part 2 (Pinehead NotPinehead).mp4
04:48
13.06.Hyperparameter Tuning.mp4
10:21
14.01.Inference Pipelines.mp4
03:42
14.02.Real-Time and Batch Inference.mp4
06:01
14.03.Deploy an Image Classifier (Pinehead, NotPinehead).mp4
16:33
14.04.Accessing Inference from Apps.mp4
03:56
14.05.Create a custom API for inference - Part 1 (Pinehead NotPinehead).mp4
09:05
14.06.Create a custom API for inference - Part 2 (Pinehead NotPinehead).mp4
11:51
15.01.Securing SageMaker Notebooks.mp4
19:13
15.02.SageMaker and the VPC.mp4
04:45
16.01.Section Introduction.mp4
00:52
16.02.DeepLens - Part 1.mp4
24:07
16.03.DeepLens - Part 2.mp4
05:30
16.04.DeepRacer - Part 1.mp4
23:07
16.05.DeepRacer - Part 2.mp4
05:25
17.01.How to Answer Questions.mp4
16:16
17.02.How to Prepare.mp4
07:07
18.01.Goodbye!.mp4
04:37
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Acloud Guru
View courses Acloud GuruA Cloud Guru is an online training platform for people interested in Information Technology. Most of the courses offered prepare students to take certification exams for the three major cloud providers.
- language english
- Training sessions 97
- duration 15:25:34
- Release Date 2024/04/28
