Udemy - AWS Certified Machine Learning Specialty MLSC01 NEW 2023

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Files Included :

1 - How to Use this Course.mp4 (50.72 MB)
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2 - The MLSC01 Exam.mp4 (18.77 MB)
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10 - HOL Create IAM User Account.mp4 (30.45 MB)
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4 - Introduction.mp4 (13.5 MB)
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5 - AWS Account Overview.mp4 (28.62 MB)
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6 - HandsOn Lesson HOL Create Your AWS Free Tier Account.mp4 (35.95 MB)
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7 - HOL Configure Account and Create a Billing Alarm.mp4 (39.35 MB)
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8 - AWS IAM Overview.mp4 (28.88 MB)
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9 - IAM Users Groups Roles and Policies.mp4 (62 MB)
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11 - Introduction.mp4 (17.17 MB)
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12 - Amazon Elastic Compute Cloud EC2.mp4 (38.87 MB)
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13 - Amazon Elastic Container Service ECS.mp4 (49.82 MB)
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14 - Amazon S3 Overview.mp4 (81.23 MB)
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15 - IAM Policies Bucket Policies and ACLs.mp4 (45.13 MB)
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16 - Block vs File vs Object Storage.mp4 (52.73 MB)
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17 - Amazon EBS.mp4 (49.25 MB)
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18 - Amazon Elastic File System EFS.mp4 (20.59 MB)
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19 - Amazon FSx.mp4 (41.24 MB)
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20 - Amazon DynamoDB.mp4 (42.33 MB)
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21 - Amazon Redshift.mp4 (47.91 MB)
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22 - Introduction.mp4 (17.47 MB)
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23 - Amazon Kinesis.mp4 (8.49 MB)
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24 - Amazon Kinesis Data Streams.mp4 (55.31 MB)
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25 - Create a Kinesis Data Stream.mp4 (32.19 MB)
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26 - Amazon Kinesis Data Firehose.mp4 (40.56 MB)
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27 - Create a Kinesis Data Firehose.mp4 (44.78 MB)
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28 - Kinesis Data Streams vs Firehose.mp4 (9.18 MB)
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29 - Amazon Kinesis Data Analytics.mp4 (32.22 MB)
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30 - Amazon Kinesis Video Streams.mp4 (33.16 MB)
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31 - AWS Glue.mp4 (42.17 MB)
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32 - AWS Glue crawler transformation.mp4 (82.79 MB)
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33 - AWS Batch.mp4 (11.88 MB)
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34 - AWS Database Migration Service DMS.mp4 (15.76 MB)
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35 - AWS Step Functions.mp4 (14.01 MB)
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36 - Exam cram.mp4 (42.58 MB)
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37 - Introduction.mp4 (10.73 MB)
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38 - CrossIndustry Standard Process for Data Mining CRISPDM.mp4 (40.96 MB)
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39 - Plots.mp4 (32.3 MB)
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40 - Data types.mp4 (35.33 MB)
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41 - Data distribution.mp4 (15.73 MB)
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42 - Feature Engineering.mp4 (10.11 MB)
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43 - Data transformation NumbersCategories.mp4 (53.32 MB)
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44 - Data transformation TextImages.mp4 (87.84 MB)
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45 - Imputation Techniques.mp4 (32.35 MB)
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46 - Unbalanced data.mp4 (20.62 MB)
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47 - Outliers.mp4 (14.34 MB)
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48 - Amazon Sagemaker Ground Truth.mp4 (41.47 MB)
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49 - Create a labelling job.mp4 (51.71 MB)
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50 - Amazon Quicksight.mp4 (29.26 MB)
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51 - Create an analysis using Quicksight.mp4 (28.38 MB)
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52 - Amazon Athena.mp4 (29.21 MB)
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53 - Running SQL queries in Athena.mp4 (44.32 MB)
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54 - Amazon Elastic Map Reduce EMR.mp4 (58.58 MB)
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55 - Exam cram.mp4 (58.6 MB)
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56 - Introduction.mp4 (9.49 MB)
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57 - Machine Learning categories.mp4 (57.51 MB)
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58 - Regression.mp4 (17.8 MB)
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59 - Regression Model evaluation.mp4 (33.34 MB)
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60 - Classification.mp4 (16.16 MB)
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61 - Classification Model evaluation.mp4 (108.04 MB)
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62 - Dimensionality Reduction.mp4 (33.99 MB)
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63 - Deep Learning.mp4 (94.98 MB)
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64 - Natural Language processing NLP.mp4 (19.16 MB)
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65 - Computer Vision CV.mp4 (25.25 MB)
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66 - Convolutional Neural Network CNN.mp4 (30.01 MB)
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67 - Recurrent Neural Network.mp4 (14.83 MB)
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68 - Neural Network characteristics.mp4 (39.28 MB)
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69 - Neural Networks problems.mp4 (13.37 MB)
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70 - OverfittingUnderfitting.mp4 (17.92 MB)
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71 - Preventing overfitting.mp4 (21.9 MB)
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72 - Validation techniques.mp4 (17.17 MB)
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73 - Ensemble learning.mp4 (9.6 MB)
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74 - Exam cram.mp4 (43.03 MB)
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75 - Introduction.mp4 (10.76 MB)
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76 - AI services.mp4 (6.12 MB)
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77 - Amazon Comprehend.mp4 (32.78 MB)
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78 - Customers reviews sentiment analysis.mp4 (85 MB)
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79 - Amazon Translate.mp4 (20.1 MB)
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80 - Amazon Transcribe.mp4 (20.73 MB)
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81 - Amazon Polly.mp4 (18.87 MB)
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82 - Amazon Rekognition.mp4 (29.23 MB)
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83 - AWS Deeplens.mp4 (29.73 MB)
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84 - Amazon Textract.mp4 (34.16 MB)
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85 - Amazon Forecast.mp4 (46.19 MB)
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86 - Amazon Lex.mp4 (30.03 MB)
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87 - Amazon Fraud detector.mp4 (19.65 MB)
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88 - Exam cram.mp4 (7.1 MB)
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100 - Object Detection.mp4 (18.65 MB)
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101 - Semantic Segmentation.mp4 (19.39 MB)
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102 - Seq2Seq.mp4 (15.88 MB)
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103 - BLazingText.mp4 (21.8 MB)
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104 - Neural Topic Model NTM.mp4 (13.57 MB)
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105 - Latent Dirichlet Allocation LDA.mp4 (8.72 MB)
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106 - Random Cut Forest RCF.mp4 (18.61 MB)
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107 - Kmeans clustering.mp4 (17.63 MB)
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108 - Object2Vec.mp4 (27.41 MB)
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109 - Principal Component Analysis PCA.mp4 (10.42 MB)
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110 - IP insights.mp4 (23.8 MB)
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111 - Reinforcement learning.mp4 (22.17 MB)
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112 - Builtin algorithms recap.mp4 (29.13 MB)
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113 - Docker containers with Sagemaker.mp4 (84.14 MB)
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114 - XGBoost Churn prediction.mp4 (63.78 MB)
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115 - Script mode.mp4 (21.59 MB)
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116 - Bring Your Own BYO Docker.mp4 (30.24 MB)
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117 - Sagemaker Instance types.mp4 (16.9 MB)
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118 - Hyperparameter tuning.mp4 (28.06 MB)
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119 - Hyperparameter tuning job.mp4 (34.88 MB)
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120 - Distributed Training.mp4 (29.23 MB)
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121 - Apache Spark with Sagemaker.mp4 (14.55 MB)
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122 - Sagemaker Debugger.mp4 (20.06 MB)
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123 - Sagemaker Autopilot.mp4 (20.09 MB)
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124 - Exam cram.mp4 (39.4 MB)
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89 - Introduction.mp4 (10.03 MB)
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90 - Amazon SageMaker.mp4 (61.39 MB)
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91 - Amazon SageMaker Walkthrough.mp4 (17.66 MB)
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92 - Create an Amazon SageMaker Notebook instance.mp4 (29.21 MB)
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93 - Builtin algorithms overview.mp4 (15 MB)
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94 - Linear Learner.mp4 (35.58 MB)
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95 - XGBoost.mp4 (20.25 MB)
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96 - KNearest Neighbours.mp4 (17.69 MB)
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97 - Factorization machines.mp4 (19.59 MB)
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98 - DeepAR.mp4 (20.35 MB)
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99 - Image classification.mp4 (25.53 MB)
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125 - Introduction.mp4 (12.28 MB)
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126 - Online Inference Realtime.mp4 (116.91 MB)
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127 - Batch transform.mp4 (9.54 MB)
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128 - Sagemaker Deployment.mp4 (46.19 MB)
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129 - Inference Pipeline.mp4 (31.67 MB)
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130 - SageMaker Monitoring.mp4 (28.86 MB)
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131 - Sagemaker Security.mp4 (41.65 MB)
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132 - Sagemaker Model Monitor.mp4 (30.41 MB)
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133 - Sagemaker Neo and IOT greengrass.mp4 (25.27 MB)
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134 - EC2 Inf1 instances.mp4 (12.14 MB)
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135 - XGBoost Churn prediction deployment.mp4 (53.35 MB)
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136 - Exam cram.mp4 (23.05 MB)
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