3.54 GB | 19min 22s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
01 Udemy 101.mp4 (3.65 MB)
03 Course Introduction What to Expect.mp4 (26.71 MB)
04 Get the Course Materials.mp4 (8.07 MB)
01 Section Intro Data Engineering.mp4 (11.72 MB)
02 [Important] AWS Console UI Update.mp4 (7.22 MB)
03 Set up an AWS Billing Alarm.mp4 (6.08 MB)
04 Amazon S3 - Overview.mp4 (29.22 MB)
05 Amazon S3 Storage Classes + Glacier.mp4 (27.56 MB)
06 Amazon S3 Storage + Glacier - Hands On.mp4 (21.64 MB)
07 Amazon S3 Lifecycle Rules (with S3 Analytics).mp4 (11.53 MB)
08 Amazon S3 Lifecycle Rules - Hands On.mp4 (17.55 MB)
09 Amazon S3 - Bucket Policy.mp4 (8.51 MB)
10 Amazon S3 - Bucket Policy Hands On.mp4 (8.68 MB)
11 Amazon S3 - Encryption.mp4 (13.95 MB)
12 Amazon S3 - Encryption Hands On.mp4 (33.69 MB)
13 Amazon S3 - Default Encryption.mp4 (2.94 MB)
14 Amazon S3 - VPC Endpoints.mp4 (2.77 MB)
15 Amazon Kinesis Data Streams.mp4 (7.75 MB)
16 Amazon Data Firehose.mp4 (8.47 MB)
17 Lab 1 1 - Amazon Data Firehose.mp4 (37.68 MB)
18 Amazon Managed Service for Apache Flink.mp4 (3.71 MB)
19 Lab 1 2 - Managed Service for Apache Flink (Formely Kinesis Data Analytics).mp4 (42.85 MB)
20 Managed Service for Apache Flink and Lambda.mp4 (7.98 MB)
21 Kinesis Video Streams.mp4 (6.66 MB)
22 Kinesis ML Summary.mp4 (2.5 MB)
23 Glue Data Catalog & Crawlers.mp4 (5.56 MB)
24 Lab 1 3 - Glue Data Catalog.mp4 (25.31 MB)
25 Glue ETL.mp4 (4.67 MB)
26 Lab 1 4 - Glue ETL.mp4 (50.23 MB)
27 Glue Data Brew.mp4 (2.2 MB)
28 Lab 1 5 - Glue Data Brew.mp4 (69.29 MB)
29 Lab 1 6 - Athena.mp4 (12.95 MB)
30 Lab 1 - Cleanup.mp4 (9.12 MB)
31 AWS Data Stores in Machine Learning.mp4 (6.7 MB)
32 AWS Data Pipelines.mp4 (6.31 MB)
33 AWS Batch.mp4 (4.05 MB)
34 AWS DMS - Database Migration Services.mp4 (4.45 MB)
35 AWS Step Functions.mp4 (6.76 MB)
36 Full Data Engineering Pipelines.mp4 (11.26 MB)
37 Random things you need to know AWS DataSync and MQTT.mp4 (6.57 MB)
01 Section Intro Data Analysis.mp4 (20.59 MB)
02 Python in Data Science and Machine Learning.mp4 (23.92 MB)
03 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4 (76.89 MB)
04 Types of Data.mp4 (23.21 MB)
05 Data Distributions.mp4 (11.48 MB)
06 Time Series Trends and Seasonality.mp4 (8.49 MB)
07 Introduction to Amazon Athena.mp4 (14.53 MB)
08 Overview of Amazon Quicksight.mp4 (28.25 MB)
09 Types of Visualizations, and When to Use Them.mp4 (25.02 MB)
10 Elastic MapReduce (EMR) and Hadoop Overview.mp4 (16.39 MB)
11 Apache Spark on EMR.mp4 (18.15 MB)
12 EMR Notebooks, Security, and Instance Types.mp4 (29.75 MB)
13 Feature Engineering and the Curse of Dimensionality.mp4 (22.95 MB)
14 Imputing Missing Data.mp4 (27.29 MB)
15 Dealing with Unbalanced Data.mp4 (23.66 MB)
16 Handling Outliers.mp4 (39.84 MB)
17 Binning, Transforming, Encoding, Scaling, and Shuffling.mp4 (42.09 MB)
18 Amazon SageMaker Ground Truth and Label Generation.mp4 (17.17 MB)
19 Lab Preparing Data for TF-IDF with Spark and EMR Studio, Part 1.mp4 (24.76 MB)
20 Lab Preparing Data for TF-IDF with Spark and EMR Studio, Part 2.mp4 (151.47 MB)
01 Section Intro Modeling.mp4 (30.46 MB)
02 Introduction to Deep Learning.mp4 (31.13 MB)
03 Activation Functions.mp4 (23.43 MB)
04 Convolutional Neural Networks.mp4 (50.39 MB)
05 Recurrent Neural Networks.mp4 (36.66 MB)
06 Modern NLP with BERT and GPT, and Transfer Learning.mp4 (27.04 MB)
07 Deep Learning on EC2 and EMR.mp4 (13.28 MB)
08 Tuning Neural Networks.mp4 (10.78 MB)
09 Regularization Techniques for Neural Networks (Dropout, Early Stopping).mp4 (21.73 MB)
10 L1 and L2 Regularization.mp4 (6.67 MB)
11 Grief with Gradients The Vanishing Gradient problem.mp4 (10.65 MB)
12 The Confusion Matrix.mp4 (15.09 MB)
13 Precision, Recall, F1, AUC, and more.mp4 (19.96 MB)
14 Ensemble Methods Bagging and Boosting.mp4 (8.19 MB)
01 Introducing Amazon SageMaker.mp4 (31.26 MB)
03 Linear Learner in SageMaker.mp4 (26.47 MB)
04 XGBoost in SageMaker.mp4 (13.57 MB)
05 Seq2Seq in SageMaker.mp4 (11.44 MB)
06 DeepAR in SageMaker.mp4 (11.23 MB)
07 BlazingText in SageMaker.mp4 (15.46 MB)
08 Object2Vec in SageMaker.mp4 (32.98 MB)
09 Object Detection in SageMaker.mp4 (9.58 MB)
10 Image Classification in SageMaker.mp4 (7.98 MB)
11 Semantic Segmentation in SageMaker.mp4 (8.09 MB)
12 Random Cut Forest in SageMaker.mp4 (7.2 MB)
13 Neural Topic Model in SageMaker.mp4 (7.96 MB)
14 Latent Dirichlet Allocation (LDA) in SageMaker.mp4 (7.42 MB)
15 K-Nearest-Neighbors (KNN) in SageMaker.mp4 (11.93 MB)
16 K-Means Clustering in SageMaker.mp4 (12.13 MB)
17 Principal Component Analysis (PCA) in SageMaker.mp4 (17.7 MB)
18 Factorization Machines in SageMaker.mp4 (9.43 MB)
19 IP Insights in SageMaker.mp4 (6.9 MB)
20 Reinforcement Learning in SageMaker.mp4 (56.09 MB)
21 Automatic Model Tuning.mp4 (14.78 MB)
22 Apache Spark with SageMaker.mp4 (11.02 MB)
23 SageMaker Studio, and SageMaker Experiments.mp4 (6.08 MB)
24 SageMaker Debugger.mp4 (13.72 MB)
25 SageMaker Autopilot AutoML.mp4 (46.47 MB)
26 SageMaker Model Monitor.mp4 (13.27 MB)
27 Deployment Guardrails and Shadow Tests.mp4 (7.9 MB)
29 SageMaker Canvas.mp4 (85.81 MB)
30 Bias Measures in SageMaker Clarify.mp4 (12.18 MB)
31 SageMaker Training Compiler.mp4 (6.49 MB)
32 SageMaker Feature Store.mp4 (9.01 MB)
33 SageMaker ML Lineage Tracking.mp4 (7.59 MB)
34 SageMaker Data Wrangler.mp4 (16.03 MB)
35 Demo SageMaker Studio, Canvas, and Data Wrangler.mp4 (161.97 MB)
01 Amazon Comprehend.mp4 (15.59 MB)
02 Amazon Translate.mp4 (4.37 MB)
03 Amazon Transcribe.mp4 (20.22 MB)
04 Amazon Polly.mp4 (18.14 MB)
05 Amazon Rekognition.mp4 (26.41 MB)
06 Amazon Forecast.mp4 (4.7 MB)
07 Amazon Forecast Algorithms.mp4 (5.57 MB)
08 Amazon Lex.mp4 (11.53 MB)
09 Amazon Personalize.mp4 (51.02 MB)
10 Lightning round! TexTract, DeepRacer, Lookout, and Monitron.mp4 (10.52 MB)
11 TorchServe, AWS Neuron, and AWS Panorama.mp4 (7.63 MB)
12 Deep Composer, Fraud Detection, CodeGuru, and Contact Lens.mp4 (11.86 MB)
13 Amazon Kendra and Amazon Augmented AI (A2I).mp4 (6.69 MB)
01 Putting them All Together.mp4 (4.92 MB)
02 Lab Tuning a Convolutional Neural Network on EC2, Part 1.mp4 (77.66 MB)
03 Lab Tuning a Convolutional Neural Network on EC2, Part 2.mp4 (76.04 MB)
04 Lab Tuning a Convolutional Neural Network on EC2, Part 3.mp4 (43.75 MB)
01 Section Intro Machine Learning Implementation and Operations.mp4 (19.8 MB)
02 SageMaker's Inner Details and Production Variants.mp4 (46.81 MB)
03 SageMaker On the Edge SageMaker Neo and IoT Greengrass.mp4 (12.1 MB)
04 SageMaker Security Encryption at Rest and In Transit.mp4 (14.29 MB)
05 SageMaker Security VPC's, IAM, Logging, and Monitoring.mp4 (9.84 MB)
06 SageMaker Resource Management Instance Types and Spot Training.mp4 (6.31 MB)
07 SageMaker Resource Management Automatic Scaling, AZ's.mp4 (7.33 MB)
08 SageMaker Serverless Inference and Inference Recommender.mp4 (10.91 MB)
09 SageMaker Inference Pipelines.mp4 (5.46 MB)
10 MLOps with SageMaker, Kubernetes, SageMaker Projects, and SageMaker Pipelines.mp4 (13.65 MB)
11 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 1.mp4 (25.77 MB)
12 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 2.mp4 (30.72 MB)
13 Lab Tuning, Deploying, and Predicting with Tensorflow on SageMaker - Part 3.mp4 (86.99 MB)
02 The Transformer Architecture.mp4 (19.57 MB)
03 Self-Attention and Attention-based Neural Networks in Depth.mp4 (18.7 MB)
04 Applications of Transformers (such as GPT-4 and ChatGPT).mp4 (9.79 MB)
05 Generative Pre-Trained Transformers (GPT) in Depth How They Work, Part 1.mp4 (30.87 MB)
06 Generative Pre-Trained Transformers (GPT) in Depth How They Work, Part 2.mp4 (4.82 MB)
07 Fine-Tuning Transfer Learning with GPT and Transformers.mp4 (6.68 MB)
08 Lab Tokenization and Positional Encoding with SageMaker Notebooks + Huggingface.mp4 (68.34 MB)
09 Lab Multi-Headed, Masked Self-Attention in Sagemaker and Huggingface.mp4 (15.29 MB)
10 Lab Using GPT within a SageMaker Notebook.mp4 (55.86 MB)
11 AWS Foundation Models and Amazon SageMaker JumpStart with Generative AI.mp4 (28.31 MB)
12 Lab Using Amazon SageMaker JumpStart to load and use GPT from HuggingFace.mp4 (170.11 MB)
13 Building Generative AI with Amazon Bedrock and Foundation Models.mp4 (25.13 MB)
14 Lab Chat, Text, and Image Foundation Models in the Bedrock Playground.mp4 (73.36 MB)
15 Amazon Q Developer (formerly CodeWhisperer).mp4 (13.76 MB)
16 AWS HealthScribe - AI-generated clinical notes from consultation transcriptions.mp4 (6.48 MB)
01 Section Intro Wrapping Up.mp4 (6.9 MB)
02 More Preparation Resources.mp4 (11.92 MB)
03 Test-Taking Strategies, and What to Expect.mp4 (35.02 MB)
04 You Made It!.mp4 (13.25 MB)
05 Exam Walkthrough and Signup.mp4 (29.77 MB)
06 Save 50% on your AWS Exam Cost!.mp4 (3.53 MB)
07 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only.mp4 (3.59 MB)
08 AWS Certification Paths.mp4 (14.59 MB)
09 Congratulations.mp4 (20.62 MB)]
Screenshot
RapidGator
Code:
https://rapidgator.net/file/85573d3df303f0f801edf249469dac5c/
https://rapidgator.net/file/8c5919c921115789f8a718434fccea18/
Code:
https://turbobit.net/h3jvno97udd2.html
https://turbobit.net/cxh4qz20hb2z.html