ZerotoMastery - AI Engineering Bootcamp - Build, Train and Deploy Models with AWS SageMaker --> [ DevCourseWeb ]
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| Torrent Hash : | 0FC782361D4B9D92D4AD604705018F0608C3396E |
| Torrent Added : | 19 days ago in Other - Other |
| Torrent Size : | 1.9 GB |
ZerotoMastery - AI Engineering Bootcamp - Build, Train and Deploy Models with AWS SageMaker --> [ DevCourseWeb ]
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Torrent File Content (87 files)
[ DevCourseWeb.com ] ZerotoMastery - AI Engineering Bootcamp - Build, Train and Deploy Models with AWS SageMaker
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Get Bonus Downloads Here.url -
182 bytes
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01. AI Engineering Bootcamp Learn AWS SageMaker with Patrik Szepesi - Zer - 1920x1080 2055K.mp4 -
01. AI Engineering Bootcamp Learn AWS SageMaker with Patrik Szepesi - Zer - 1920x1080 2055K.mp4 -
17.13 MB
02. Course Introduction - Zer - 1920x1080 278K.mp4 -
17.41 MB
03. Setting Up Our AWS Account - Zer - 1920x1080 441K.mp4 -
13.03 MB
04. Set Up IAM Roles + Best Practices - Zer - 1920x1080 484K.mp4 -
23.32 MB
05. AWS Security Best Practices - Zer - 1920x1080 468K.mp4 -
21.99 MB
06. Set Up AWS SageMaker Domain - Zer - 1920x1080 453K.mp4 -
6.52 MB
07. UI Domain Change - Zer - 1920x1080 606K.mp4 -
2.46 MB
08. Setting Up SageMaker Environment - Zer - 1920x1080 416K.mp4 -
13.22 MB
09. SageMaker Studio and Pricing - Zer - 1920x1080 429K.mp4 -
28.39 MB
10. Setup SageMaker Server + PyTorch - Zer - 1920x1080 342K.mp4 -
15.82 MB
11. HuggingFace Models, Sentiment Analysis, and AutoScaling - Zer - 1920x1080 703K.mp4 -
91.79 MB
12. Get Dataset for Multiclass Text Classification - Zer - 1920x1080 337K.mp4 -
14.89 MB
13. Creating Our AWS S3 Bucket - Zer - 1920x1080 445K.mp4 -
12.07 MB
14. Uploading Our Training Data to S3 - Zer - 1920x1080 497K.mp4 -
4.61 MB
15. Exploratory Data Analysis - Part 1 - Zer - 1920x1080 422K.mp4 -
40.04 MB
16. Exploratory Data Analysis - Part 2 - Zer - 1920x1080 323K.mp4 -
13.77 MB
17. Data Visualization and Best Practices - Zer - 1920x1080 296K.mp4 -
25.99 MB
18. Setting Up Our Training Job Notebook + Reasons to Use SageMaker - Zer - 1920x1080 457K.mp4 -
55.7 MB
19. Python Script for HuggingFace Estimator - Zer - 1920x1080 254K.mp4 -
28.22 MB
20. Creating Our Optional Experiment Notebook - Part 1 - Zer - 1920x1080 441K.mp4 -
9.67 MB
21. Creating Our Optional Experiment Notebook - Part 2 - Zer - 1920x1080 747K.mp4 -
18.57 MB
22. Encoding Categorical Labels to Numeric Values - Zer - 1920x1080 453K.mp4 -
39.89 MB
23. Understanding the Tokenization Vocabulary - Zer - 1920x1080 286K.mp4 -
30.06 MB
24. Encoding Tokens - Zer - 1920x1080 318K.mp4 -
25.2 MB
25. Practical Example of Tokenization and Encoding - Zer - 1920x1080 395K.mp4 -
32.68 MB
26. Creating Our Dataset Loader Class - Zer - 1920x1080 390K.mp4 -
44.58 MB
27. Setting Pytorch DataLoader - Zer - 1920x1080 337K.mp4 -
36.75 MB
28. Which Path Will You Take_ - Zer - 1920x1080 227K.mp4 -
2.42 MB
29. DistilBert vs. Bert Differences - Zer - 1920x1080 234K.mp4 -
7.69 MB
30. Embeddings In A Continuous Vector Space - Zer - 1920x1080 240K.mp4 -
12.86 MB
31. Introduction To Positional Encodings - Zer - 1920x1080 229K.mp4 -
8.34 MB
32. Positional Encodings - Part 1 - Zer - 1920x1080 384K.mp4 -
10.12 MB
33. Positional Encodings - Part 2 (Even and Odd Indices) - Zer - 1920x1080 297K.mp4 -
20.91 MB
34. Why Use Sine and Cosine Functions - Zer - 1920x1080 337K.mp4 -
12.22 MB
35. Understanding the Nature of Sine and Cosine Functions - Zer - 1920x1080 419K.mp4 -
26.88 MB
36. Visualizing Positional Encodings in Sine and Cosine Graphs - Zer - 1920x1080 404K.mp4 -
25.24 MB
37. Solving the Equations to Get the Values for Positional Encodings - Zer - 1920x1080 324K.mp4 -
39.19 MB
38. Introduction to Attention Mechanism - Zer - 1920x1080 245K.mp4 -
5.15 MB
39. Query, Key and Value Matrix - Zer - 1920x1080 236K.mp4 -
29.56 MB
40. Getting Started with Our Step by Step Attention Calculation - Zer - 1920x1080 249K.mp4 -
13.03 MB
41. Calculating Key Vectors - Zer - 1920x1080 349K.mp4 -
52.35 MB
42. Query Matrix Introduction - Zer - 1920x1080 293K.mp4 -
23.68 MB
43. Calculating Raw Attention Scores - Zer - 1920x1080 295K.mp4 -
48.01 MB
44. Understanding the Mathematics Behind Dot Products and Vector Alignment - Zer - 1920x1080 328K.mp4 -
31.54 MB
45. Visualizing Raw Attention Scores in 2D - Zer - 1920x1080 310K.mp4 -
12.97 MB
46. Converting Raw Attention Scores to Probability Distributions with Softmax - Zer - 1920x1080 379K.mp4 -
23.98 MB
47. Normalization - Zer - 1920x1080 304K.mp4 -
7.58 MB
48. Understanding the Value Matrix and Value Vector - Zer - 1920x1080 296K.mp4 -
21.25 MB
49. Calculating the Final Context Aware Rich Representation for the Word _River_ - Zer - 1920x1080 430K.mp4 -
33.73 MB
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