01 - Introduction/001 Welcome To the Course!.mp4
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01 - Introduction/001 Welcome To the Course!_en.srt
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02 - PART 1 AWS & ML STARTER PACK!/001 Welcome to Part 1 AWS and Machine Learning Starter Pack!.html
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/002 AWS-Essentials-Starter-Pack-Part-1.pptx
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/003 What is AWS & Cloud Computing Who Uses them What are their benefits.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase.mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4
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03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message.mp4
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message.mp4
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/002 Please Download Today's Materials.html
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL).mp4
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture.mp4
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models.mp4
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04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo.mp4
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57.71MB
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86.66MB
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13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/025 Day End Message.mp4
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14 - Day 10 Amazon SageMaker Data Wrangler/001 Day Welcome Message.mp4
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23 - Day 18 AWS SageMaker JumpStart/001 Day Welcome Message.mp4
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23 - Day 18 AWS SageMaker JumpStart/012 Final Capstone Project Solution Part 2.mp4
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23 - Day 18 AWS SageMaker JumpStart/012 Final Capstone Project Solution Part 2_en.srt
14.16KB
23 - Day 18 AWS SageMaker JumpStart/013 Day End Message.mp4
1.34MB
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23 - Day 18 AWS SageMaker JumpStart/013 Day End Message_en.srt
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24 - PART 5 HYPERPARAMETERS OPTIMIZATION/001 Welcome to Part 5 on Hyperparameters Optimization.html
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24 - PART 5 HYPERPARAMETERS OPTIMIZATION/GetFreeCourses.Co.url
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24 - PART 5 HYPERPARAMETERS OPTIMIZATION/How you can help GetFreeCourses.Co.txt
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message_en.srt
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/002 Hyperparameters-Optimization-SKLearn.zip
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/002 Please Download Today's Materials.html
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/003 Project Overview and Card.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/004 Hyperparameters 101.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/005 Hyperparameters Optimization Strategies.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/006 Bias Variance Tradeoff.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/007 L2 Regularization (Ridge Regression).mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/008 L1 Regularization (Lasso Regression).mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/009 Coding Task 1 - Import Libraries and Datasets.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/010 Practice Opportunity 1.mp4
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25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/016 Practice Opportunity 3.mp4
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message.mp4
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4
30.65MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization_en.srt
10.75KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2.mp4
7.86MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2_en.srt
3.29KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data.mp4
8.94MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data_en.srt
3.68KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn.mp4
15.02MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn_en.srt
5.12KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance.mp4
12.58MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance_en.srt
5.37KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4
89.28MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm_en.srt
18.98KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance.mp4
64.35MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance_en.srt
11.4KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question.mp4
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question_en.srt
2.72KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution.mp4
37.06MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution_en.srt
15.12KB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message.mp4
1.19MB
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30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message_en.srt
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31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp4
36.28MB
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31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4_en.srt
17.15KB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT.mp4
62.19MB
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31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT_en.srt
15.78KB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT.mp4
30.56MB
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14.84KB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT.mp4
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15.41KB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT.mp4
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31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT.mp4
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31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code.mp4
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge.mp4
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge_en.srt
10.2KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question.mp4
10.77MB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question_en.srt
2.88KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1.mp4
71.59MB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1_en.srt
18.04KB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2.mp4
79.63MB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2_en.srt
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message.mp4
2.8MB
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39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message_en.srt
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