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[GigaCourse.Com] Udemy - AWS Certified Machine Learning Specialty MLSC01 NEW 2023
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2023-7-12 18:34
2024-12-16 11:58
149
4.24 GB
135
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GigaCourse
Com
Udemy
-
AWS
Certified
Machine
Learning
Specialty
MLSC01
NEW
2023
文件列表
1 - Lets Get Started/1 - How to Use this Course.mp4
50.72MB
1 - Lets Get Started/2 - The MLSC01 Exam.mp4
18.77MB
2 - AWS Accounts and IAM/10 - HOL Create IAM User Account.mp4
30.45MB
2 - AWS Accounts and IAM/4 - Introduction.mp4
13.5MB
2 - AWS Accounts and IAM/5 - AWS Account Overview.mp4
28.62MB
2 - AWS Accounts and IAM/6 - HandsOn Lesson HOL Create Your AWS Free Tier Account.mp4
35.95MB
2 - AWS Accounts and IAM/7 - HOL Configure Account and Create a Billing Alarm.mp4
39.35MB
2 - AWS Accounts and IAM/8 - AWS IAM Overview.mp4
28.88MB
2 - AWS Accounts and IAM/9 - IAM Users Groups Roles and Policies.mp4
62MB
3 - Compute Storage and Database/11 - Introduction.mp4
17.17MB
3 - Compute Storage and Database/12 - Amazon Elastic Compute Cloud EC2.mp4
38.87MB
3 - Compute Storage and Database/13 - Amazon Elastic Container Service ECS.mp4
49.82MB
3 - Compute Storage and Database/14 - Amazon S3 Overview.mp4
81.23MB
3 - Compute Storage and Database/15 - IAM Policies Bucket Policies and ACLs.mp4
45.13MB
3 - Compute Storage and Database/16 - Block vs File vs Object Storage.mp4
52.73MB
3 - Compute Storage and Database/17 - Amazon EBS.mp4
49.25MB
3 - Compute Storage and Database/18 - Amazon Elastic File System EFS.mp4
20.59MB
3 - Compute Storage and Database/19 - Amazon FSx.mp4
41.24MB
3 - Compute Storage and Database/20 - Amazon DynamoDB.mp4
42.33MB
3 - Compute Storage and Database/21 - Amazon Redshift.mp4
47.91MB
4 - Data Engineering/22 - Introduction.mp4
17.47MB
4 - Data Engineering/23 - Amazon Kinesis.mp4
8.49MB
4 - Data Engineering/24 - Amazon Kinesis Data Streams.mp4
55.31MB
4 - Data Engineering/25 - Create a Kinesis Data Stream.mp4
32.19MB
4 - Data Engineering/26 - Amazon Kinesis Data Firehose.mp4
40.56MB
4 - Data Engineering/27 - Create a Kinesis Data Firehose.mp4
44.78MB
4 - Data Engineering/28 - Kinesis Data Streams vs Firehose.mp4
9.18MB
4 - Data Engineering/29 - Amazon Kinesis Data Analytics.mp4
32.22MB
4 - Data Engineering/30 - Amazon Kinesis Video Streams.mp4
33.16MB
4 - Data Engineering/31 - AWS Glue.mp4
42.17MB
4 - Data Engineering/32 - AWS Glue crawler transformation.mp4
82.79MB
4 - Data Engineering/33 - AWS Batch.mp4
11.88MB
4 - Data Engineering/34 - AWS Database Migration Service DMS.mp4
15.76MB
4 - Data Engineering/35 - AWS Step Functions.mp4
14.01MB
4 - Data Engineering/36 - Exam cram.mp4
42.58MB
5 - Exploratory Data Analysis/37 - Introduction.mp4
10.73MB
5 - Exploratory Data Analysis/38 - CrossIndustry Standard Process for Data Mining CRISPDM.mp4
40.96MB
5 - Exploratory Data Analysis/39 - Plots.mp4
32.3MB
5 - Exploratory Data Analysis/40 - Data types.mp4
35.33MB
5 - Exploratory Data Analysis/41 - Data distribution.mp4
15.73MB
5 - Exploratory Data Analysis/42 - Feature Engineering.mp4
10.11MB
5 - Exploratory Data Analysis/43 - Data transformation NumbersCategories.mp4
53.32MB
5 - Exploratory Data Analysis/44 - Data transformation TextImages.mp4
87.84MB
5 - Exploratory Data Analysis/45 - Imputation Techniques.mp4
32.35MB
5 - Exploratory Data Analysis/46 - Unbalanced data.mp4
20.62MB
5 - Exploratory Data Analysis/47 - Outliers.mp4
14.34MB
5 - Exploratory Data Analysis/48 - Amazon Sagemaker Ground Truth.mp4
41.47MB
5 - Exploratory Data Analysis/49 - Create a labelling job.mp4
51.71MB
5 - Exploratory Data Analysis/50 - Amazon Quicksight.mp4
29.26MB
5 - Exploratory Data Analysis/51 - Create an analysis using Quicksight.mp4
28.38MB
5 - Exploratory Data Analysis/52 - Amazon Athena.mp4
29.21MB
5 - Exploratory Data Analysis/53 - Running SQL queries in Athena.mp4
44.32MB
5 - Exploratory Data Analysis/54 - Amazon Elastic Map Reduce EMR.mp4
58.58MB
5 - Exploratory Data Analysis/55 - Exam cram.mp4
58.6MB
6 - Machine learning/56 - Introduction.mp4
9.49MB
6 - Machine learning/57 - Machine Learning categories.mp4
57.51MB
6 - Machine learning/58 - Regression.mp4
17.8MB
6 - Machine learning/59 - Regression Model evaluation.mp4
33.34MB
6 - Machine learning/60 - Classification.mp4
16.16MB
6 - Machine learning/61 - Classification Model evaluation.mp4
108.04MB
6 - Machine learning/62 - Dimensionality Reduction.mp4
33.99MB
6 - Machine learning/63 - Deep Learning.mp4
94.98MB
6 - Machine learning/64 - Natural Language processing NLP.mp4
19.16MB
6 - Machine learning/65 - Computer Vision CV.mp4
25.25MB
6 - Machine learning/66 - Convolutional Neural Network CNN.mp4
30.01MB
6 - Machine learning/67 - Recurrent Neural Network.mp4
14.83MB
6 - Machine learning/68 - Neural Network characteristics.mp4
39.28MB
6 - Machine learning/69 - Neural Networks problems.mp4
13.37MB
6 - Machine learning/70 - OverfittingUnderfitting.mp4
17.92MB
6 - Machine learning/71 - Preventing overfitting.mp4
21.9MB
6 - Machine learning/72 - Validation techniques.mp4
17.17MB
6 - Machine learning/73 - Ensemble learning.mp4
9.6MB
6 - Machine learning/74 - Exam cram.mp4
43.03MB
7 - AI services/75 - Introduction.mp4
10.76MB
7 - AI services/76 - AI services.mp4
6.12MB
7 - AI services/77 - Amazon Comprehend.mp4
32.78MB
7 - AI services/78 - Customers reviews sentiment analysis.mp4
85MB
7 - AI services/79 - Amazon Translate.mp4
20.1MB
7 - AI services/80 - Amazon Transcribe.mp4
20.73MB
7 - AI services/81 - Amazon Polly.mp4
18.87MB
7 - AI services/82 - Amazon Rekognition.mp4
29.23MB
7 - AI services/83 - AWS Deeplens.mp4
29.73MB
7 - AI services/84 - Amazon Textract.mp4
34.16MB
7 - AI services/85 - Amazon Forecast.mp4
46.19MB
7 - AI services/86 - Amazon Lex.mp4
30.03MB
7 - AI services/87 - Amazon Fraud detector.mp4
19.65MB
7 - AI services/88 - Exam cram.mp4
7.1MB
8 - Modelling/100 - Object Detection.mp4
18.65MB
8 - Modelling/101 - Semantic Segmentation.mp4
19.39MB
8 - Modelling/102 - Seq2Seq.mp4
15.88MB
8 - Modelling/103 - BLazingText.mp4
21.8MB
8 - Modelling/104 - Neural Topic Model NTM.mp4
13.57MB
8 - Modelling/105 - Latent Dirichlet Allocation LDA.mp4
8.72MB
8 - Modelling/106 - Random Cut Forest RCF.mp4
18.61MB
8 - Modelling/107 - Kmeans clustering.mp4
17.63MB
8 - Modelling/108 - Object2Vec.mp4
27.41MB
8 - Modelling/109 - Principal Component Analysis PCA.mp4
10.42MB
8 - Modelling/110 - IP insights.mp4
23.8MB
8 - Modelling/111 - Reinforcement learning.mp4
22.17MB
8 - Modelling/112 - Builtin algorithms recap.mp4
29.13MB
8 - Modelling/113 - Docker containers with Sagemaker.mp4
84.14MB
8 - Modelling/114 - XGBoost Churn prediction.mp4
63.78MB
8 - Modelling/115 - Script mode.mp4
21.59MB
8 - Modelling/116 - Bring Your Own BYO Docker.mp4
30.24MB
8 - Modelling/117 - Sagemaker Instance types.mp4
16.9MB
8 - Modelling/118 - Hyperparameter tuning.mp4
28.06MB
8 - Modelling/119 - Hyperparameter tuning job.mp4
34.88MB
8 - Modelling/120 - Distributed Training.mp4
29.23MB
8 - Modelling/121 - Apache Spark with Sagemaker.mp4
14.55MB
8 - Modelling/122 - Sagemaker Debugger.mp4
20.06MB
8 - Modelling/123 - Sagemaker Autopilot.mp4
20.09MB
8 - Modelling/124 - Exam cram.mp4
39.4MB
8 - Modelling/89 - Introduction.mp4
10.03MB
8 - Modelling/90 - Amazon SageMaker.mp4
61.39MB
8 - Modelling/91 - Amazon SageMaker Walkthrough.mp4
17.66MB
8 - Modelling/92 - Create an Amazon SageMaker Notebook instance.mp4
29.21MB
8 - Modelling/93 - Builtin algorithms overview.mp4
15MB
8 - Modelling/94 - Linear Learner.mp4
35.58MB
8 - Modelling/95 - XGBoost.mp4
20.25MB
8 - Modelling/96 - KNearest Neighbours.mp4
17.69MB
8 - Modelling/97 - Factorization machines.mp4
19.59MB
8 - Modelling/98 - DeepAR.mp4
20.35MB
8 - Modelling/99 - Image classification.mp4
25.53MB
9 - Deployment/125 - Introduction.mp4
12.28MB
9 - Deployment/126 - Online Inference Realtime.mp4
116.91MB
9 - Deployment/127 - Batch transform.mp4
9.54MB
9 - Deployment/128 - Sagemaker Deployment.mp4
46.19MB
9 - Deployment/129 - Inference Pipeline.mp4
31.67MB
9 - Deployment/130 - SageMaker Monitoring.mp4
28.86MB
9 - Deployment/131 - Sagemaker Security.mp4
41.65MB
9 - Deployment/132 - Sagemaker Model Monitor.mp4
30.41MB
9 - Deployment/133 - Sagemaker Neo and IOT greengrass.mp4
25.27MB
9 - Deployment/134 - EC2 Inf1 instances.mp4
12.14MB
9 - Deployment/135 - XGBoost Churn prediction deployment.mp4
53.35MB
9 - Deployment/136 - Exam cram.mp4
23.05MB
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