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Get Bonus Downloads Here.url 182 B
~Get Your Files Here !/01. AI Engineering Bootcamp Learn AWS SageMaker with Patrik Szepesi - Zer - 1920x1080 2055K.mp4 17.13 MB
~Get Your Files Here !/02. Course Introduction - Zer - 1920x1080 278K.mp4 17.41 MB
~Get Your Files Here !/03. Setting Up Our AWS Account - Zer - 1920x1080 441K.mp4 13.03 MB
~Get Your Files Here !/04. Set Up IAM Roles + Best Practices - Zer - 1920x1080 484K.mp4 23.32 MB
~Get Your Files Here !/05. AWS Security Best Practices - Zer - 1920x1080 468K.mp4 21.99 MB
~Get Your Files Here !/06. Set Up AWS SageMaker Domain - Zer - 1920x1080 453K.mp4 6.52 MB
~Get Your Files Here !/07. UI Domain Change - Zer - 1920x1080 606K.mp4 2.46 MB
~Get Your Files Here !/08. Setting Up SageMaker Environment - Zer - 1920x1080 416K.mp4 13.22 MB
~Get Your Files Here !/09. SageMaker Studio and Pricing - Zer - 1920x1080 429K.mp4 28.39 MB
~Get Your Files Here !/10. Setup SageMaker Server + PyTorch - Zer - 1920x1080 342K.mp4 15.82 MB
~Get Your Files Here !/11. HuggingFace Models, Sentiment Analysis, and AutoScaling - Zer - 1920x1080 703K.mp4 91.79 MB
~Get Your Files Here !/12. Get Dataset for Multiclass Text Classification - Zer - 1920x1080 337K.mp4 14.89 MB
~Get Your Files Here !/13. Creating Our AWS S3 Bucket - Zer - 1920x1080 445K.mp4 12.07 MB
~Get Your Files Here !/14. Uploading Our Training Data to S3 - Zer - 1920x1080 497K.mp4 4.61 MB
~Get Your Files Here !/15. Exploratory Data Analysis - Part 1 - Zer - 1920x1080 422K.mp4 40.04 MB
~Get Your Files Here !/16. Exploratory Data Analysis - Part 2 - Zer - 1920x1080 323K.mp4 13.77 MB
~Get Your Files Here !/17. Data Visualization and Best Practices - Zer - 1920x1080 296K.mp4 25.99 MB
~Get Your Files Here !/18. Setting Up Our Training Job Notebook + Reasons to Use SageMaker - Zer - 1920x1080 457K.mp4 55.7 MB
~Get Your Files Here !/19. Python Script for HuggingFace Estimator - Zer - 1920x1080 254K.mp4 28.22 MB
~Get Your Files Here !/20. Creating Our Optional Experiment Notebook - Part 1 - Zer - 1920x1080 441K.mp4 9.67 MB
~Get Your Files Here !/21. Creating Our Optional Experiment Notebook - Part 2 - Zer - 1920x1080 747K.mp4 18.57 MB
~Get Your Files Here !/22. Encoding Categorical Labels to Numeric Values - Zer - 1920x1080 453K.mp4 39.89 MB
~Get Your Files Here !/23. Understanding the Tokenization Vocabulary - Zer - 1920x1080 286K.mp4 30.06 MB
~Get Your Files Here !/24. Encoding Tokens - Zer - 1920x1080 318K.mp4 25.2 MB
~Get Your Files Here !/25. Practical Example of Tokenization and Encoding - Zer - 1920x1080 395K.mp4 32.68 MB
~Get Your Files Here !/26. Creating Our Dataset Loader Class - Zer - 1920x1080 390K.mp4 44.58 MB
~Get Your Files Here !/27. Setting Pytorch DataLoader - Zer - 1920x1080 337K.mp4 36.75 MB
~Get Your Files Here !/28. Which Path Will You Take_ - Zer - 1920x1080 227K.mp4 2.42 MB
~Get Your Files Here !/29. DistilBert vs. Bert Differences - Zer - 1920x1080 234K.mp4 7.69 MB
~Get Your Files Here !/30. Embeddings In A Continuous Vector Space - Zer - 1920x1080 240K.mp4 12.86 MB
~Get Your Files Here !/31. Introduction To Positional Encodings - Zer - 1920x1080 229K.mp4 8.34 MB
~Get Your Files Here !/32. Positional Encodings - Part 1 - Zer - 1920x1080 384K.mp4 10.12 MB
~Get Your Files Here !/33. Positional Encodings - Part 2 (Even and Odd Indices) - Zer - 1920x1080 297K.mp4 20.91 MB
~Get Your Files Here !/34. Why Use Sine and Cosine Functions - Zer - 1920x1080 337K.mp4 12.22 MB
~Get Your Files Here !/35. Understanding the Nature of Sine and Cosine Functions - Zer - 1920x1080 419K.mp4 26.88 MB
~Get Your Files Here !/36. Visualizing Positional Encodings in Sine and Cosine Graphs - Zer - 1920x1080 404K.mp4 25.24 MB
~Get Your Files Here !/37. Solving the Equations to Get the Values for Positional Encodings - Zer - 1920x1080 324K.mp4 39.19 MB
~Get Your Files Here !/38. Introduction to Attention Mechanism - Zer - 1920x1080 245K.mp4 5.15 MB
~Get Your Files Here !/39. Query, Key and Value Matrix - Zer - 1920x1080 236K.mp4 29.56 MB
~Get Your Files Here !/40. Getting Started with Our Step by Step Attention Calculation - Zer - 1920x1080 249K.mp4 13.03 MB
~Get Your Files Here !/41. Calculating Key Vectors - Zer - 1920x1080 349K.mp4 52.35 MB
~Get Your Files Here !/42. Query Matrix Introduction - Zer - 1920x1080 293K.mp4 23.68 MB
~Get Your Files Here !/43. Calculating Raw Attention Scores - Zer - 1920x1080 295K.mp4 48.01 MB
~Get Your Files Here !/44. Understanding the Mathematics Behind Dot Products and Vector Alignment - Zer - 1920x1080 328K.mp4 31.54 MB
~Get Your Files Here !/45. Visualizing Raw Attention Scores in 2D - Zer - 1920x1080 310K.mp4 12.97 MB
~Get Your Files Here !/46. Converting Raw Attention Scores to Probability Distributions with Softmax - Zer - 1920x1080 379K.mp4 23.98 MB
~Get Your Files Here !/47. Normalization - Zer - 1920x1080 304K.mp4 7.58 MB
~Get Your Files Here !/48. Understanding the Value Matrix and Value Vector - Zer - 1920x1080 296K.mp4 21.25 MB
~Get Your Files Here !/49. Calculating the Final Context Aware Rich Representation for the Word _River_ - Zer - 1920x1080 430K.mp4 33.73 MB
~Get Your Files Here !/50. Understanding the Output - Zer - 1920x1080 497K.mp4 5.35 MB
~Get Your Files Here !/51. Understanding Multi Head Attention - Zer - 1920x1080 345K.mp4 30.02 MB
~Get Your Files Here !/52. Multi Head Attention Example and Subsequent Layers - Zer - 1920x1080 446K.mp4 33.06 MB
~Get Your Files Here !/53. Masked Language Learning - Zer - 1920x1080 164K.mp4 3.22 MB
~Get Your Files Here !/54. Exercise Imposter Syndrome - Zer - 1920x1080 894K.mp4 10.49 MB
~Get Your Files Here !/55. Creating Our Custom Model Architecture with PyTorch - Zer - 1920x1080 293K.mp4 37.18 MB
~Get Your Files Here !/56. Adding the Dropout, Linear Layer, and ReLU to Our Model - Zer - 1920x1080 317K.mp4 33.41 MB
~Get Your Files Here !/57. Creating Our Accuracy Function - Zer - 1920x1080 296K.mp4 27.98 MB
~Get Your Files Here !/58. Creating Our Train Function - Zer - 1920x1080 355K.mp4 47.6 MB
~Get Your Files Here !/59. Finishing Our Train Function - Zer - 1920x1080 367K.mp4 20.46 MB
~Get Your Files Here !/60. Setting Up the Validation Function - Zer - 1920x1080 354K.mp4 34.91 MB
~Get Your Files Here !/61. Passing Parameters In SageMaker - Zer - 1920x1080 416K.mp4 11.38 MB
~Get Your Files Here !/62. Setting Up Model Parameters For Training - Zer - 1920x1080 296K.mp4 9.94 MB
~Get Your Files Here !/63. Understanding The Mathematics Behind Cross Entropy Loss - Zer - 1920x1080 359K.mp4 13.68 MB
~Get Your Files Here !/64. Finishing Our Script.py File - Zer - 1920x1080 412K.mp4 20.76 MB
~Get Your Files Here !/65. Quota Increase - Zer - 1920x1080 549K.mp4 24.8 MB
~Get Your Files Here !/66. Starting Our Training Job - Zer - 1920x1080 863K.mp4 44.47 MB
~Get Your Files Here !/67. Debugging Our Training Job With AWS CloudWatch - Zer - 1920x1080 606K.mp4 58.12 MB
~Get Your Files Here !/68. Analyzing Our Training Job Results - Zer - 1920x1080 707K.mp4 29.74 MB
~Get Your Files Here !/69. Creating Our Inference Script For Our PyTorch Model - Zer - 1920x1080 324K.mp4 19.53 MB
~Get Your Files Here !/70. Finishing Our PyTorch Inference Script - Zer - 1920x1080 365K.mp4 23.4 MB
~Get Your Files Here !/71. Setting Up Our Deployment - Zer - 1920x1080 476K.mp4 26 MB
~Get Your Files Here !/72. Deploying Our Model To A SageMaker Endpoint - Zer - 1920x1080 631K.mp4 36.25 MB
~Get Your Files Here !/73. Introduction to Endpoint Load Testing - Zero To Mastery Academy - 1920x1080 213K.mp4 7.86 MB
~Get Your Files Here !/74. Creating Our Test Data for Load Testing - Zero To Mastery Academy - 1920x1080 230K.mp4 18.54 MB
~Get Your Files Here !/75. Upload Testing Data to S3 - Zero To Mastery Academy - 1920x1080 715K.mp4 4.5 MB
~Get Your Files Here !/76. Creating Our Model for Load Testing - Zero To Mastery Academy - 1920x1080 782K.mp4 18.79 MB
~Get Your Files Here !/77. Starting Our Load Test Job - Zero To Mastery Academy - 1920x1080 621K.mp4 27.52 MB
~Get Your Files Here !/78. Analyze Load Test Results - Zero To Mastery Academy - 1920x1080 425K.mp4 28.17 MB
~Get Your Files Here !/79. Deploying Our Endpoint - Zero To Mastery Academy - 1920x1080 538K.mp4 14.36 MB
~Get Your Files Here !/80. Creating Lambda Function to Call Our Endpoint - Zero To Mastery Academy - 1920x1080 412K.mp4 28.19 MB
~Get Your Files Here !/81. Setting Up Our AWS API Gateway - Zero To Mastery Academy - 1920x1080 449K.mp4 15.86 MB
~Get Your Files Here !/82. Testing Our Model with Postman, API Gateway and Lambda - Zero To Mastery Academy - 1920x1080 518K.mp4 19.98 MB
~Get Your Files Here !/83. Cleaning Up Resources - Zero To Mastery Academy - 1920x1080 421K.mp4 8.29 MB
~Get Your Files Here !/84. Thank You! - Zero To Mastery Academy - 1920x1080 1046K.mp4 4.25 MB
~Get Your Files Here !/AI Engineering Bootcamp Build, Train & Deploy Models with AWS SageMaker.txt 3.3 KB
~Get Your Files Here !/Bonus Resources.txt 386 B
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