Урок #1 01-ai-engineering-bootcamp-learn-aws-sagemaker-with-patrik-szepesi-zer-1920x1080-2055k
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Урок #2 02-course-introduction-zer-1920x1080-278k
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Урок #3 03-setting-up-our-aws-account-zer-1920x1080-441k
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Урок #4 04-set-up-iam-roles-best-practices-zer-1920x1080-484k
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Урок #5 05-aws-security-best-practices-zer-1920x1080-468k
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Урок #6 06-set-up-aws-sagemaker-domain-zer-1920x1080-453k
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Урок #7 07-ui-domain-change-zer-1920x1080-606k
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Урок #8 08-setting-up-sagemaker-environment-zer-1920x1080-416k
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Урок #9 09-sagemaker-studio-and-pricing-zer-1920x1080-429k
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Урок #10 10-setup-sagemaker-server-pytorch-zer-1920x1080-342k
6:08
Урок #11 11-huggingface-models-sentiment-analysis-and-autoscaling-zer-1920x1080-703k
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Урок #12 12-get-dataset-for-multiclass-text-classification-zer-1920x1080-337k
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Урок #13 13-creating-our-aws-s3-bucket-zer-1920x1080-445k
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Урок #14 14-uploading-our-training-data-to-s3-zer-1920x1080-497k
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Урок #15 15-exploratory-data-analysis-part-1-zer-1920x1080-422k
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Урок #16 16-exploratory-data-analysis-part-2-zer-1920x1080-323k
6:08
Урок #17 17-data-visualization-and-best-practices-zer-1920x1080-296k
11:08
Урок #18 18-setting-up-our-training-job-notebook-reasons-to-use-sagemaker-zer-1920x1080-457k
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Урок #19 19-python-script-for-huggingface-estimator-zer-1920x1080-254k
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Урок #20 20-creating-our-optional-experiment-notebook-part-1-zer-1920x1080-441k
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Урок #21 21-creating-our-optional-experiment-notebook-part-2-zer-1920x1080-747k
4:01
Урок #22 22-encoding-categorical-labels-to-numeric-values-zer-1920x1080-453k
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Урок #23 23-understanding-the-tokenization-vocabulary-zer-1920x1080-286k
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Урок #24 24-encoding-tokens-zer-1920x1080-318k
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Урок #25 25-practical-example-of-tokenization-and-encoding-zer-1920x1080-395k
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Урок #26 26-creating-our-dataset-loader-class-zer-1920x1080-390k
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Урок #27 27-setting-pytorch-dataloader-zer-1920x1080-337k
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Урок #28 28-which-path-will-you-take_-zer-1920x1080-227k
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Урок #29 29-distilbert-vs-bert-differences-zer-1920x1080-234k
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Урок #30 30-embeddings-in-a-continuous-vector-space-zer-1920x1080-240k
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Урок #31 31-introduction-to-positional-encodings-zer-1920x1080-229k
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Урок #32 32-positional-encodings-part-1-zer-1920x1080-384k
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Урок #33 33-positional-encodings-part-2-even-and-odd-indices-zer-1920x1080-297k
10:11
Урок #34 34-why-use-sine-and-cosine-functions-zer-1920x1080-337k
5:08
Урок #35 35-understanding-the-nature-of-sine-and-cosine-functions-zer-1920x1080-419k
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Урок #36 36-visualizing-positional-encodings-in-sine-and-cosine-graphs-zer-1920x1080-404k
9:25
Урок #37 37-solving-the-equations-to-get-the-values-for-positional-encodings-zer-1920x1080-324k
18:07
Урок #38 38-introduction-to-attention-mechanism-zer-1920x1080-245k
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Урок #39 39-query-key-and-value-matrix-zer-1920x1080-236k
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Урок #40 40-getting-started-with-our-step-by-step-attention-calculation-zer-1920x1080-249k
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Урок #41 41-calculating-key-vectors-zer-1920x1080-349k
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Урок #42 42-query-matrix-introduction-zer-1920x1080-293k
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Урок #43 43-calculating-raw-attention-scores-zer-1920x1080-295k
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Урок #44 44-understanding-the-mathematics-behind-dot-products-and-vector-alignment-zer-1920x1080-328k
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Урок #45 45-visualizing-raw-attention-scores-in-2d-zer-1920x1080-310k
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Урок #46 46-converting-raw-attention-scores-to-probability-distributions-with-softmax-zer-1920x1080-379k
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Урок #47 47-normalization-zer-1920x1080-304k
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Урок #48 48-understanding-the-value-matrix-and-value-vector-zer-1920x1080-296k
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Урок #49 49-calculating-the-final-context-aware-rich-representation-for-the-word-_river_-zer-1920x1080-430k
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Урок #50 50-understanding-the-output-zer-1920x1080-497k
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Урок #51 51-understanding-multi-head-attention-zer-1920x1080-345k
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Урок #52 52-multi-head-attention-example-and-subsequent-layers-zer-1920x1080-446k
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Урок #53 53-masked-language-learning-zer-1920x1080-164k
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Урок #54 54-exercise-imposter-syndrome-zer-1920x1080-894k
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Урок #55 55-creating-our-custom-model-architecture-with-pytorch-zer-1920x1080-293k
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Урок #56 56-adding-the-dropout-linear-layer-and-relu-to-our-model-zer-1920x1080-317k
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Урок #57 57-creating-our-accuracy-function-zer-1920x1080-296k
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Урок #58 58-creating-our-train-function-zer-1920x1080-355k
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Урок #59 59-finishing-our-train-function-zer-1920x1080-367k
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Урок #60 60-setting-up-the-validation-function-zer-1920x1080-354k
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Урок #61 61-passing-parameters-in-sagemaker-zer-1920x1080-416k
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Урок #62 62-setting-up-model-parameters-for-training-zer-1920x1080-296k
4:27
Урок #63 63-understanding-the-mathematics-behind-cross-entropy-loss-zer-1920x1080-359k
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Урок #64 64-finishing-our-script-py-file-zer-1920x1080-412k
6:56
Урок #65 65-quota-increase-zer-1920x1080-549k
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Урок #66 66-starting-our-training-job-zer-1920x1080-863k
8:16
Урок #67 67-debugging-our-training-job-with-aws-cloudwatch-zer-1920x1080-606k
14:17
Урок #68 68-analyzing-our-training-job-results-zer-1920x1080-707k
5:47
Урок #69 69-creating-our-inference-script-for-our-pytorch-model-zer-1920x1080-324k
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Урок #70 70-finishing-our-pytorch-inference-script-zer-1920x1080-365k
9:13
Урок #71 71-setting-up-our-deployment-zer-1920x1080-476k
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Урок #72 72-deploying-our-model-to-a-sagemaker-endpoint-zer-1920x1080-631k
8:55
Урок #73 73-introduction-to-endpoint-load-testing-zero-to-mastery-academy-1920x1080-213k
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Урок #74 74-creating-our-test-data-for-load-testing-zero-to-mastery-academy-1920x1080-230k
10:03
Урок #75 75-upload-testing-data-to-s3-zero-to-mastery-academy-1920x1080-715k
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Урок #76 76-creating-our-model-for-load-testing-zero-to-mastery-academy-1920x1080-782k
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Урок #77 77-starting-our-load-test-job-zero-to-mastery-academy-1920x1080-621k
7:14
Урок #78 78-analyze-load-test-results-zero-to-mastery-academy-1920x1080-425k
10:17
Урок #79 79-deploying-our-endpoint-zero-to-mastery-academy-1920x1080-538k
3:50
Урок #80 80-creating-lambda-function-to-call-our-endpoint-zero-to-mastery-academy-1920x1080-412k
10:26
Урок #81 81-setting-up-our-aws-api-gateway-zero-to-mastery-academy-1920x1080-449k
5:28
Урок #82 82-testing-our-model-with-postman-api-gateway-and-lambda-zero-to-mastery-academy-1920x1080-518k
5:39
Урок #83 83-cleaning-up-resources-zero-to-mastery-academy-1920x1080-421k
2:51
Урок #84 84-thank-you-zero-to-mastery-academy-1920x1080-1046k
1:18
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