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AWS SageMaker Practical For Beginners. Build 6 Projects
TORRENT SUMMARY
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[TutsNode.com] - AWS SageMaker Practical for Beginners/1 - Introduction, Success Tips & Best Practices and Key Learning Outcomes/01 - Course Introduction and Welcome Message.mp4
24.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/1 - Introduction, Success Tips & Best Practices and Key Learning Outcomes/02 - Updates on Udemy Reviews.mp4
5.9 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/1 - Introduction, Success Tips & Best Practices and Key Learning Outcomes/03 - Course Key Tips and Best Practices.mp4
51.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/1 - Introduction, Success Tips & Best Practices and Key Learning Outcomes/04 - Course Outline and Key Learning Outcomes.mp4
156.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/05 - AWS Free Tier Account Setup and Overview.mp4
33 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/06 - Introduction to AI, Machine Learning and Deep Learning.mp4
106.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/07 - Introduction to AI, Machine Learning and Deep Learning - Part #2.mp4
111.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/08 - Good Data Vs. Bad Data.mp4
46.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/09 - Introduction to AWS and Cloud Computing.mp4
71.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/10 - Key Machine Learning Components and AWS Management Console Tour.mp4
42 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/11 - AWS Regions and Availability Zones.mp4
57.7 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/12 - Amazon S3.mp4
88.9 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/13 - Amazon EC2 and IAM.mp4
82.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/14 - AWS SageMaker Overview.mp4
38.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/15 - AWS SageMaker Walk-through.mp4
118.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/16 - AWS SageMaker Studio Overview.mp4
47.6 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/17 - AWS SageMaker Studio Walk-through.mp4
77.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/2 - Introduction to AI_ML, AWS and Cloud Computing/18 - SageMaker Models Deployment.mp4
133.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/19 - Project Overview.mp4
21.3 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/20 - Simple Linear Regression Intuition.mp4
60.3 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/21 - Least Sum of Squares.mp4
52.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/22 - AWS SageMaker Linear Learner Overview.mp4
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/24 - Coding Task #1B - Using AWS SageMaker Studio (Method #2).mp4
88.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/25 - Coding Task #2 - Import Key libraries and dataset.mp4
67.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/26 - Coding Task #3 - Perform Exploratory Data Analysis.mp4
144 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/27 - Coding Task #4 - Create Training and Testing Dataset.mp4
92 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/28 - Coding Task #5 - Train a Linear Regression Model in SkLearn.mp4
74.3 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/29 - Coding Task #6 - Evaluate Trained Model Performance.mp4
62.7 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/30 - Coding Task #7 - Train a Linear Learner Model in AWS SageMaker.mp4
483.7 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/3 - Project #1 - Employee Salary Predictions Using AWS SageMaker Linear Learner/31 - Coding Task #8 - Deploy Model & invoke endpoint in SageMaker.mp4
125.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/32 - Project Overview and Introduction.mp4
11.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/33 - Multiple Linear Regression Intuition.mp4
20.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/34 - Regression Metrics and KPIs - RMSE, MSE, MAE, MAPE.mp4
83.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/35 - Regression Metrics and KPIs - R2 and Adjusted R2.mp4
83 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/36 - Coding Task #1 & #2 - Import Dataset and Key Libraries.mp4
136.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/37 - Coding Task #3 - Perform Exploratory Data Analysis.mp4
158.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/38 - Coding Task #4 - Perform Data Visualization.mp4
112.7 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/39 - Coding Task #5 - Create Training and Testing Datasets.mp4
75.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/40 - Coding Task #6 - Train a Machine Learning Model Locally.mp4
57.9 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/41 - Coding Task #7 - Train a Linear Learner Model in AWS SageMaker.mp4
344.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/42 - Coding Task #8 - Deploy Trained Model and Invoke Endpoint.mp4
111.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/43 - Artificial Neural Networks for Regression Tasks.mp4
70.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/44 - Activation Functions - Sigmoid, RELU and Tanh.mp4
20 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/45 - Multilayer Perceptron Networks.mp4
19.6 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/46 - How do Artificial Neural Networks Train.mp4
41.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/47 - Gradient Descent Algorithm.mp4
105.6 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/48 - Backpropagation Algorithm.mp4
22.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/4 - Project #2 - Medical Insurance Premium Prediction/49 - Coding Task #9 - Train Artificial Neural Networks for Regression Tasks.mp4
250.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/50 - Introduction to Case Study.mp4
73.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/51 - Basics - What is the difference between Bias & Variance.mp4
66.4 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/52 - Basics - L1 & L2 Regularization - Part #1.mp4
32.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/53 - Basics - L1 & L2 Regularization - Part #2.mp4
16.2 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/54 - Introduction to XGBoost (Extreme Gradient Boosting) algorithm.mp4
35 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/55 - What is Boosting.mp4
46.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/56 - Decision Trees and Ensemble Learning.mp4
36 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/57 - Gradient Boosted Trees - Deep Dive - Part #1.mp4
179.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/5 - Project #3 - Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)/58 - Gradient Boosted Trees - Deep Dive - Part #2.mp4
[TutsNode.com] - AWS SageMaker Practical for Beginners/6 - Project #4 - Predict Cardiovascular Disease Using PCA & XGBoost (Classification)/84 - Coding Task #9 - Train XGBoost (SageMaker Built-in) to do Classification Tasks.mp4
115.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/6 - Project #4 - Predict Cardiovascular Disease Using PCA & XGBoost (Classification)/85 - Coding Task #10 - Deploy Endpoint, Make Inference @ Test Model.mp4
83.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/86 - Project Overview and Introduction.mp4
96.8 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/87 - What are Convolutional Neural Networks and How do they Learn - Part #1.mp4
118.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/88 - What are Convolutional Neural Networks and How do they Learn - Part #2.mp4
124.3 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/89 - How to Improve CNNs Performance.mp4
13.3 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/90 - Confusion Matrix.mp4
40.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/91 - LeNet Network Architecture.mp4
85.7 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/92 - Request AWS SageMaker Service Limit Increase.mp4
5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/93 - Coding Part #1 #2 - Import Images and Visualize Them.mp4
157.9 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/94 - Coding #3 #4 - Upload Training_Testing Data to S3.mp4
56 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/95 - Coding Task #5 - Build and Train CNNs.mp4
206.1 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/7 - Project #5 - Deep Learning for Traffic Sign Classification Using AWS SageMaker/96 - Coding Task #6 - Deploy Trained Model Using SageMaker.mp4
70.5 MB
[TutsNode.com] - AWS SageMaker Practical for Beginners/SageMaker+Practical+Course+Package.zip
