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GetFreeCourses.Co-Udemy-2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT
magnet:?xt=urn:btih:52e612f0a0ccc33686659fe4e9db5e99d0c07ec6&dn=GetFreeCourses.Co-Udemy-2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT
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Hash值:
52e612f0a0ccc33686659fe4e9db5e99d0c07ec6
点击数:
96
文件大小:
19.04 GB
文件数量:
444
创建日期:
2023-11-24 04:34
最后访问:
2024-5-3 11:18
访问标签:
GetFreeCourses
Co-Udemy-2023
Become
AWS
SageMaker
ML
Engineer
in
30
Days
ChatGPT
文件列表详情
01 - Introduction/001 Welcome To the Course!.mp4 30.21 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/001 Day Welcome Message.mp4 5.26 MB
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 150.15 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/004 AWS Signup and AWS Management Console Tour.mp4 62.7 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/005 Regions Vs. Availability Zones.mp4 55.56 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/006 What's Included in the AWS Free Tier.mp4 58.35 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/007 Billing Dashboard and Alarm Setup.mp4 51.91 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/008 Request Service Limit Increase.mp4 48.9 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4 152.46 MB
03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)/010 Day End Message.mp4 1.96 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/001 Day Welcome Message.mp4 6.05 MB
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 254.27 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/004 Machine Learning The Big Picture.mp4 143.56 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/005 Key Ingredients to Build Machine Learning Models.mp4 246.28 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/006 Key AIML Components in AWS.mp4 37.35 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/007 Simple Storage Service (S3) Deep Dive & Demo.mp4 43.02 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/008 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4 109.53 MB
04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)/009 Day End Message.mp4 1.71 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/001 Day Welcome Message.mp4 6.15 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/003 Intro to SageMaker.mp4 170.88 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/004 SageMaker Demo 1 - Walkthrough & Create Notebook instance.mp4 74.67 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/005 SageMaker Demo 2 - Write your first code.mp4 42.72 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector).mp4 74.04 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/007 SageMaker Demo 4 - SageMaker Studio 101.mp4 86.21 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/008 SageMaker Demo 5 - SageMaker Canvas 101.mp4 51.39 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/009 SageMaker Demo 6 - Upload data to S3.mp4 30.47 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/010 SageMaker Demo 7 - Train Machine Learning Model.mp4 40.49 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/011 Final Capstone Project Question.mp4 11.83 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/012 Final Capstone Project Solution.mp4 34.25 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/013 Shutdown Canvas.mp4 1.88 MB
05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)/014 Day End Message.mp4 1.94 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/001 Day Welcome Message.mp4 7.25 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/003 Project Overview and AWS Groundtruth.mp4 54.38 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/004 21st Century New Gold!.mp4 39.52 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/005 Data Sources and Types.mp4 210.49 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/006 Why Do We Need Labeled Datasets.mp4 65.98 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/007 Data Labeling Challenges and Applications.mp4 16.13 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/008 Json Lines and Manifest Files 101.mp4 62.1 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/009 AWS SageMaker GroundTruth Demo Part 1.mp4 99.39 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/010 AWS SageMaker GroundTruth Demo Part 2.mp4 102.68 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/011 Final Capstone Project - Question.mp4 15.54 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/012 Final Capstone Project - Solution.mp4 62.79 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/013 Additional Topic GroundTruth Plus and Auto-Labeling.mp4 41.3 MB
07 - Day 4 Labeling Data With AWS SageMaker GroundTruth/014 Day End Message.mp4 2.33 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/001 Day Welcome Message.mp4 5.69 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/003 Introduction and Project Overview.mp4 25.9 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1.mp4 53.39 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2.mp4 11.42 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3.mp4 31.24 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/007 Semantic Segmentation in Groundtruth Demo #1.mp4 62.96 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/008 Semantic Segmentation in Groundtruth Demo #2.mp4 54.63 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/009 SageMaker GroundTruth Pricing.mp4 63.43 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/010 Practice Opportunity - GroundTruth Pricing.mp4 28.53 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/011 Final Capstone Project - Question.mp4 6.34 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/012 Final Capstone Project - Solution.mp4 36.11 MB
08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth/013 Day End Message.mp4 1.94 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/001 Day Welcome Message.mp4 6.81 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/003 Exploratory Data Analysis (EDA) 101.mp4 98.57 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/004 Project Overview - EDA with Pandas.mp4 15.97 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/005 Jupyter Notebooks and SageMaker Studio Setup.mp4 86.44 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/006 Coding Task 1 - Define Pandas DataFrame.mp4 39.7 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/007 Practice Opportunity 1.mp4 49.17 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/008 Coding Task 2 - Load CSV and Statistical Analysis.mp4 20.73 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/009 Practice Opportunity 2.mp4 24.12 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/010 Coding Task 3 - SetReset Index in Pandas.mp4 27.24 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/011 Practice Opportunity 3.mp4 12.34 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/012 Final Capstone Project Question.mp4 29.19 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/013 Final Capstone Project Solution.mp4 45.59 MB
10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas/014 Day End Message.mp4 1.11 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/001 Day Welcome Message.mp4 3.49 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes.mp4 8.15 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/004 Coding Task 1 - Import Datasets.mp4 33.3 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/005 Practice Opportunity 1.mp4 59.95 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/006 Coding Task 2 - Access Elements in Pandas DataFrame.mp4 57.95 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/007 Practice Opportunity 2.mp4 12.11 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/008 Coding Task 3 - Delete and Add Columns.mp4 28.72 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/009 Practice Opportunity 3.mp4 46.66 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/010 Coding Task 4 - Label-based Indexing with .Loc().mp4 41.27 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/011 Practice Opportunity 4.mp4 28.93 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/012 Coding Task 5 - Integer-based Indexing with .iLoc().mp4 30.02 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/013 Practice Opportunity 5.mp4 25.25 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/014 Coding Task 6 - Broadcasting Operation.mp4 22.5 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/015 Practice Opportunity 6.mp4 20.68 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/016 Coding Task 7 - Sorting Pandas DataFrames.mp4 23.42 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/017 Practice Opportunity 7.mp4 24.1 MB
11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas/018 Day End Message.mp4 1.36 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/001 Day Welcome Message.mp4 3.74 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/003 Project Overview and Key Learning Outcomes.mp4 25.91 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/004 Coding Task 1 - Import and Explore Dataset.mp4 44.13 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/005 Practice Opportunity 1.mp4 20.47 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/006 Coding Task 2 - Deal with Missing Dataset.mp4 43.68 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/007 Practice Opportunity 2.mp4 18 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/008 Coding Task 3 - Change Pandas DataFrame datatypes.mp4 18.54 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/009 Practice Opportunity 3.mp4 12.07 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/010 Coding Task 4 - Pandas and Functions.mp4 42.91 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/011 Practice Opportunity 4.mp4 24.6 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/012 Coding Task 5 - Pandas Operations and Filtering.mp4 52.41 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/013 Practice Opportunity 5.mp4 23.45 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/014 Coding Task 6 - Perform EDA on Both Classes.mp4 24.27 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/015 Practice Opportunity 6.mp4 35.26 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/016 Coding Task 7 - Correlations and Histograms.mp4 79.09 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/017 Practice Opportunity 7.mp4 35.94 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/018 Final Capstone Projects - Questions.mp4 15.69 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/019 Final Capstone Projects - Solutions.mp4 61.57 MB
12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas/020 Day End Message.mp4 1.55 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/001 Day Welcome Message.mp4 5.27 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/003 Project Overview.mp4 33.63 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/004 Data Visualization 101.mp4 122.16 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/005 Matplotlib Overview.mp4 42.18 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/006 Seaborn Overview.mp4 73.66 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/007 Coding Task 1 - Plot line plot in Matplotlib.mp4 67.07 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/008 Practice Opportunity 1.mp4 16.91 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/009 Coding Task 2 - Plot Multiple Line Plots in Matplotlib.mp4 11.67 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/010 Practice Opportunity 2.mp4 11.64 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/011 Coding Task 3 - Plot Subplots in Matplotlib.mp4 13.63 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/012 Practice Opportunity 3.mp4 20.36 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/013 Coding Task 4 - Plot Scatterplots in Matplotlib.mp4 31.29 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/014 Practice Opportunity 4.mp4 7.61 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/015 Coding Task 5 - Plot Pie Charts in Matplotlib.mp4 26.16 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/016 Practice Opportunity 5.mp4 47.51 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/017 Coding Task 6 - Plot Histograms in Matplotlib.mp4 23.42 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/018 Practice Opportunity 6.mp4 14.79 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/019 Coding Task 7 - Plot Countplot and Scatterplot in Seaborn.mp4 57.71 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/020 Practice Opportunity 7.mp4 6.11 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/021 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot.mp4 86.66 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/022 Practice Opportunity 8.mp4 49.39 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/023 Final End of Day Capstone Project Questions.mp4 40.67 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/024 Final End of Day Capstone Project Solutions.mp4 110.29 MB
13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization/025 Day End Message.mp4 998.21 KB
14 - Day 10 Amazon SageMaker Data Wrangler/001 Day Welcome Message.mp4 6.5 MB
14 - Day 10 Amazon SageMaker Data Wrangler/003 Project Overview.mp4 12.44 MB
14 - Day 10 Amazon SageMaker Data Wrangler/004 Data Wrangler 101.mp4 124.78 MB
14 - Day 10 Amazon SageMaker Data Wrangler/005 Feature Engineering 101.mp4 39.4 MB
14 - Day 10 Amazon SageMaker Data Wrangler/006 One-Hot Encoding 101.mp4 31.53 MB
14 - Day 10 Amazon SageMaker Data Wrangler/007 Normalization vs. Standardization (Feature Scaling in Machine Learning).mp4 244.74 MB
14 - Day 10 Amazon SageMaker Data Wrangler/008 Data Wrangler Demo 1 - Import Data From S3.mp4 48.36 MB
14 - Day 10 Amazon SageMaker Data Wrangler/009 Data Wrangler Demo 2 - Change Datatypes & Generate Summary Table.mp4 47.07 MB
14 - Day 10 Amazon SageMaker Data Wrangler/010 Data Wrangler Demo 3 - Data Visualization.mp4 29.86 MB
14 - Day 10 Amazon SageMaker Data Wrangler/011 Data Wrangler Demo 4 - Bias Report, Remove Duplicates & Feature Importance.mp4 49.92 MB
14 - Day 10 Amazon SageMaker Data Wrangler/012 Data Wrangler Demo 5 - Data Impute, Handle Missing and 1-Hot Encoding.mp4 60.33 MB
14 - Day 10 Amazon SageMaker Data Wrangler/013 Data Wrangler Demo 6 - Perform Custom and Feature Scaling.mp4 77.34 MB
14 - Day 10 Amazon SageMaker Data Wrangler/014 Data Wrangler Demo 7 - Export Dataflow.mp4 34.01 MB
14 - Day 10 Amazon SageMaker Data Wrangler/015 Data Wrangler Demo 8 - Shutdown Resources.mp4 13.17 MB
14 - Day 10 Amazon SageMaker Data Wrangler/016 Final Capstone Project - Questions.mp4 8.51 MB
14 - Day 10 Amazon SageMaker Data Wrangler/017 Final Capstone Project - Solutions.mp4 115.94 MB
14 - Day 10 Amazon SageMaker Data Wrangler/018 Day End Message.mp4 1.2 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/001 Day Welcome Message.mp4 6.34 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/003 Project Overview.mp4 68.31 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/004 Simple Linear Regression 101.mp4 20.61 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/005 Least Sum of Squares.mp4 54.28 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/006 Scikit-Learn Library Overview.mp4 100.23 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/007 Coding Task #1 - Import Libraries and Datasets.mp4 61.36 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/008 Practice Opportunity #1.mp4 13.12 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/009 Coding Task #2 - Explore the Data.mp4 10.65 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/010 Practice Opportunity #2.mp4 25.79 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/011 Coding Task #3 - Perform Data Visualization.mp4 50.38 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/012 Practice Opportunity #3.mp4 11.82 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/013 Coding Task #4 - Prepare the Data Before Model Training.mp4 39.76 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/014 Practice Opportunity #4.mp4 13.7 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/015 Train a Simple Linear Regression Model in SK-Learn.mp4 24.88 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/016 Practice Opportunity #5.mp4 10.31 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/017 Evaluate Trained Model Performance.mp4 22.13 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/018 Practice Opportunity #6.mp4 36.69 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/019 Final Capstone Project - Questions.mp4 13.92 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/020 Final Capstone Project - Solution.mp4 47.52 MB
16 - Day 11 Simple Linear Regression in Scikit-Learn/021 Day End Message.mp4 2.23 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/001 Day Welcome Message.mp4 16.55 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/003 Overview of AWS SageMaker Built-in Algorithms.mp4 47.4 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/004 AWS SageMaker Linear Learner Algorithm Overview.mp4 179.53 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/005 Coding Task #1 - Problem Overview.mp4 38.3 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/006 Practice Opportunity #1.mp4 22.27 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/007 Coding Task #2 - Import Libraries and Datasets.mp4 56.51 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/008 Practice Opportunity #2.mp4 52.6 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/009 Coding Task #3 - Train a Linear Learner Model in SageMaker.mp4 230.64 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/010 Practice Opportunity #3.mp4 131.03 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/011 Coding Task #4 - Deploy Endpoint.mp4 99.1 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/012 Practice Opportunity #4.mp4 59.83 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/013 Final Capstone Project Questions.mp4 13.44 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/014 Final Capstone Project Solution.mp4 90.99 MB
17 - Day 12 Regression Using AWS SageMaker Linear Learner/015 Day End Message.mp4 1.37 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/001 Day Welcome Message.mp4 5.31 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/003 Project Overview.mp4 57.37 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/004 Success Stories Price Prediction with AIML.mp4 63.48 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/005 Multiple Linear Regression 101.mp4 31.33 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/006 Regression Metrics - Part #1.mp4 47.95 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/007 Regression Metrics - Part #2.mp4 61.64 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/008 SageMaker Studio Domain Setup.mp4 12.39 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/009 Coding Task #1 - Import Key LibrariesDatasets.mp4 49.03 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/010 Practice Opportunity #1.mp4 22.76 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/011 Coding Task #2 - EDA and Data Visualization.mp4 58.05 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/012 Practice Opportunity #2.mp4 31.62 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/013 Coding Task #3 - EDA and Data Visualization 2.mp4 53.35 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/014 Practice Opportunity #3.mp4 28.27 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/015 Coding Task #4 - Prepare the Data For Model Training.mp4 21.43 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/016 Practice Opportunity #4.mp4 19.86 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/017 Coding Task #5 - Train ML Model in Scikit-Learn.mp4 26.81 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/018 Practice Opportunity #5.mp4 45.18 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/019 Capstone Project Questions.mp4 23.31 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/020 Capstone Project Solutions.mp4 77.92 MB
18 - Day 13 Multiple Linear Regression in Scikit-Learn/021 Day End Message.mp4 2.14 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/001 Day Welcome Message.mp4 4.71 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/003 Project Card [Skip If Familiar].mp4 11.52 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/004 Coding Task #1 - Notebook Walkthrough Project Overview.mp4 21.71 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/005 Coding Task #2 - Perform EDA and Visualization.mp4 95.7 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression).mp4 125.62 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/007 Practice Opportunity #1.mp4 54.04 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/008 Coding Task #4 - Deploy an Endpoint.mp4 59.59 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/009 Final Capstone Project - Questions.mp4 5.07 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/010 Final Capstone Project - Solutions.mp4 26.15 MB
19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner/011 Day End Message.mp4 717.35 KB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/001 Day Welcome Message.mp4 8.19 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/003 Project Overview and Project Card.mp4 38.19 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/004 The Rise of Machine Learning in Higher Education.mp4 36.89 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/005 Simple and Multiple Linear Regression [Recap].mp4 26.9 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/006 Practice Opportunity 1.mp4 17.55 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/007 Demo Launch a Training Job in AWS SageMaker Console.mp4 101.57 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/008 Demo Analyze Training Job Outputs and Metrics.mp4 54.33 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/009 Demo Deploy an Endpoint.mp4 67.08 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/010 Final End-of-Day Capstone Project Question.mp4 23.2 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/011 Final End-of-Day Capstone Project Solution.mp4 103.83 MB
20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)/012 Day End Message.mp4 1.29 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/001 Day Welcome Message.mp4 5.38 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/003 Project Overview and Card.mp4 23.62 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/004 Introduction to XG-Boost Algorithm.mp4 61.14 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/005 What is Boosting.mp4 104.38 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/006 Ensemble Learning.mp4 81.91 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/007 XG-Boost Algorithm Deep Dive (with examples).mp4 374.13 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/008 Coding Task 1 - Project Overview and Import data.mp4 17.18 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/009 Practice Opportunity 1.mp4 8.59 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/010 Coding Task 2 - Perform EDA and Visualization.mp4 66.99 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/011 Practice Opportunity 2.mp4 17.8 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/012 Coding Task 3 - Prepare the Data for Model Training.mp4 9.06 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/013 Practice Opportunity 3.mp4 13.32 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/014 Coding Task 4 - Train and Test XG-Boost Algorithm.mp4 21.06 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/015 Practice Opportunity 4.mp4 9.98 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/016 Final Capstone Project Question.mp4 5.2 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/017 Final Capstone Project Solution.mp4 182.72 MB
21 - Day 16 XG-Boost Regression in Scikit-Learn/018 Day End Message.mp4 1.18 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/001 Day Welcome Message.mp4 3.95 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/003 Project Overview.mp4 16.43 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/004 SageMaker Built-in XG-Boost Algorithm.mp4 191.48 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/005 Coding Task 1 - Import datalibraries and Perform EDA.mp4 45.58 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/006 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1.mp4 80.49 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/007 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2.mp4 62.65 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm.mp4 113.83 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/009 Practice Opportunity 1.mp4 45.85 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/010 Final Capstone Project Question.mp4 6.91 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/011 Final Capstone Project Solution - Part 1.mp4 70.16 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/012 Final Capstone Project Solution - Part 2.mp4 82.86 MB
22 - Day 17 Built-in SageMaker XG-Boost Algorithm/013 Day End Message.mp4 2.43 MB
23 - Day 18 AWS SageMaker JumpStart/001 Day Welcome Message.mp4 4.27 MB
23 - Day 18 AWS SageMaker JumpStart/003 Project Introduction and Key Learning Outcomes.mp4 11.62 MB
23 - Day 18 AWS SageMaker JumpStart/004 AWS SageMaker JumpStart Overview.mp4 41.02 MB
23 - Day 18 AWS SageMaker JumpStart/005 Data Split for SageMaker JumpStart.mp4 69.48 MB
23 - Day 18 AWS SageMaker JumpStart/006 JumpStart Demo Part 1 - Data Upload.mp4 71.19 MB
23 - Day 18 AWS SageMaker JumpStart/007 JumpStart Demo Part 2 - Train the Model.mp4 16.69 MB
23 - Day 18 AWS SageMaker JumpStart/008 JumpStart Demo Part 3 - Deploy an Endpoint.mp4 12.51 MB
23 - Day 18 AWS SageMaker JumpStart/009 JumpStart Demo Part 4 - Invoke Endpoint.mp4 86.33 MB
23 - Day 18 AWS SageMaker JumpStart/010 Final Capstone Project Question.mp4 20.23 MB
23 - Day 18 AWS SageMaker JumpStart/011 Final Capstone Project Solution Part 1.mp4 51.13 MB
23 - Day 18 AWS SageMaker JumpStart/012 Final Capstone Project Solution Part 2.mp4 54.38 MB
23 - Day 18 AWS SageMaker JumpStart/013 Day End Message.mp4 1.34 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/001 Day Welcome Message.mp4 6.84 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/003 Project Overview and Card.mp4 70.93 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/004 Hyperparameters 101.mp4 121.66 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/005 Hyperparameters Optimization Strategies.mp4 82.3 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/006 Bias Variance Tradeoff.mp4 205.65 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/007 L2 Regularization (Ridge Regression).mp4 127.3 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/008 L1 Regularization (Lasso Regression).mp4 95.33 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/009 Coding Task 1 - Import Libraries and Datasets.mp4 18.45 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/010 Practice Opportunity 1.mp4 15.46 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/011 Coding Task 2 - Perform Data Cleaning.mp4 59.08 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/012 Coding Task 3 - Perform Data Visualization.mp4 50.89 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/013 Practice Opportunity 2.mp4 15.85 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/014 Coding Task 4 - Split the Data into TrainingTesting.mp4 37.73 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/015 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn.mp4 24.87 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/016 Practice Opportunity 3.mp4 7.72 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/017 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV.mp4 55.51 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/018 Practice Opportunity 4.mp4 36.05 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/019 Coding Task 7 - Hyperparameters Using Random Search.mp4 19.8 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/020 Coding Task 8 - Hyperparameters Optimization Using Bayesian Optimizers.mp4 33.18 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/021 Final Capstone Project Question.mp4 6.48 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/022 Final Capstone Project Solution.mp4 48.36 MB
25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)/023 Day End Message.mp4 2.03 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/001 Day Welcome Message.mp4 4.68 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/003 Project Overview.mp4 46.72 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/004 Coding Task 1 - Import and Clean Datasets.mp4 28.99 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/005 Coding Task 2 - Visualize Data.mp4 41.62 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4 104.86 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization).mp4 49.78 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker.mp4 82.04 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/009 Deploy Best Model and Assess its Performance.mp4 61.21 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/010 Final Capstone Project Question.mp4 19.64 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/011 Final Capstone Project Solution Part 1.mp4 84.36 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/012 Final Capstone Project Solution Part 2.mp4 37.85 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/013 Final Capstone Project Solution Part 3.mp4 25.12 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/014 Final Capstone Project Solution Part 4.mp4 36.11 MB
26 - Day 20 Hyperparameters Optimization in SageMaker/015 Day End Message.mp4 2.08 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/001 Day Welcome Message.mp4 7.68 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/003 Project Overview.mp4 16.53 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/004 Coding Task 1 - Import Libraries and Datasets.mp4 20.31 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/005 Practice Opportunity 1.mp4 14.12 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/006 Coding Task 2 - Perform Data Visualization.mp4 65.88 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/007 Practice Opportunity 2.mp4 27.93 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/008 Coding Task 3 - Plot Feature Importance.mp4 29.86 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/009 Coding Task 4 - Logistic Regression.mp4 26.27 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/010 Classifier Models Key Performance Indicators (KPIs) & Metrics.mp4 63.51 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/011 Practice Opportunity 3.mp4 20.02 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/012 Coding Task 5 - Support Vector Machines (SVM).mp4 50.64 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/013 Coding Task 6 - Random Forest Classifier Model.mp4 41.19 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/014 Coding Task 7 - K Nearest Neighbors (KNN).mp4 58.62 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/015 Practice Opportunity 4.mp4 10.16 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/016 Coding Task 8 - Naïve Bayes Classifier Models.mp4 45.69 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/017 Practice Opportunity 5.mp4 37.21 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/018 Coding Task 9 - Compare Classifier Models.mp4 24.85 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/019 Coding Task 10 - Concluding Remarks.mp4 6.57 MB
28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest/020 Day End Message.mp4 1.06 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/001 Day Welcome Message.mp4 5.23 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/003 Project Overview.mp4 70.61 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/004 XG-Boost 101 [Review].mp4 71.22 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/005 Classifier Models KPIs.mp4 63.52 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/006 Coding Task 1 - Understand the Problem Statement and Load Data.mp4 17.28 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/007 Practice Opportunity 1.mp4 22.12 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4 135.98 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/009 Practice Opportunity 2.mp4 15.07 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/010 Coding Task 3 - Prepare the data for Model Training.mp4 17.98 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/011 Coding Task 4 - Train and Evaluate XG-Boost.mp4 41.65 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/012 Practice Opportunity 3.mp4 26.84 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/013 Coding Task 5 - Train XG-Boost SageMaker.mp4 84.86 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/014 Coding Task 6 - Deploy and Test XG-Boost Model.mp4 56.67 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/015 Practice Opportunity 4.mp4 36.02 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/016 Final Capstone Project Question.mp4 37.45 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/017 Final Capstone Project Solution Part 1.mp4 55.2 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/018 Final Capstone Project Solution Part 2.mp4 44.03 MB
29 - Day 22 XG-Boost Classification in AWS SageMaker/019 Day End Message.mp4 1.09 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/001 Day Welcome Message.mp4 6.44 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/003 Project Overview.mp4 10.8 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/004 K Nearest Neighbors Algorithm 101.mp4 142.15 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/005 K Nearest Neighbors in SageMaker.mp4 47.35 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/006 Coding Task 1 - Import Libraries and Datasets.mp4 28.93 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/007 Practice Opportunity 1.mp4 12.57 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/008 Coding Task 2 - Perform Data Visualization.mp4 30.65 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/009 Practice Opportunity 2.mp4 7.86 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/010 Coding Task 3 - Split the data.mp4 8.94 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/011 Coding Task 4 - Train KNN Model in SKLearn.mp4 15.02 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/012 Coding Task 5 - Evaluate Trained Model Performance.mp4 12.58 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4 89.28 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/014 Coding Task 7 - Evaluate trained model performance.mp4 64.35 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/015 Final Capstone Project Question.mp4 4.47 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/016 Final Capstone Project Solution.mp4 37.06 MB
30 - Day 23 K Nearest Neighbors (KNN) in SageMaker/017 Day End Message.mp4 1.19 MB
31 - Day 24 ChatGPT for Programmers/001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp4 36.28 MB
31 - Day 24 ChatGPT for Programmers/002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT.mp4 62.19 MB
31 - Day 24 ChatGPT for Programmers/003 Perform Code Generation and Design Using ChatGPT.mp4 30.56 MB
31 - Day 24 ChatGPT for Programmers/004 Perform Code Debugging Using ChatGPT.mp4 54.27 MB
31 - Day 24 ChatGPT for Programmers/005 Optimize Your Code With ChatGPT.mp4 48.26 MB
31 - Day 24 ChatGPT for Programmers/006 Conduct Code Review With ChatGPT.mp4 61.33 MB
31 - Day 24 ChatGPT for Programmers/007 Leverage ChatGPT to Add New Features to Your Code.mp4 63.11 MB
31 - Day 24 ChatGPT for Programmers/008 Use ChatGPT to Test and Validate Your Code.mp4 38.22 MB
31 - Day 24 ChatGPT for Programmers/009 Perform Code Documentation With ChatGPT.mp4 48.64 MB
31 - Day 24 ChatGPT for Programmers/010 Convert from One Programming Language to Another Using ChatGPT.mp4 33.51 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/001 Day Welcome Message.mp4 7.79 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/003 Project Overview & AutoGluon for Tabular Data.mp4 9.85 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/004 AI Applications in Business.mp4 57.05 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/005 Practice Opportunity.mp4 68.16 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/006 Regression Recap.mp4 66.36 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/007 AutoGluon 101.mp4 73.77 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/008 AutoGluon Presets and Fit Parameters.mp4 56.19 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/009 Coding Task 1 - Import AutoGluon and data Import.mp4 31.4 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/010 Practice Opportunity 1.mp4 12.74 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/011 Coding Task 2 - Perform Exploratory Data Analysis (EDA).mp4 14.14 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/012 Practice Opportunity 2.mp4 10.59 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/013 Coding Task 3 - Visualize Dataset.mp4 38.95 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/014 Practice Opportunity 3.mp4 21.79 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/015 Coding Task 4 - Train Models with AutoGluon.mp4 93.05 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/016 Coding Task 5 - Evaluate Trained Models.mp4 62.06 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/017 Practice Opportunity 4.mp4 33.83 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/018 Final Capstone Project Question.mp4 18.66 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/019 Final Capstone Project Solution Part 1.mp4 47.7 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/020 Final Capstone Project Solution Part 2.mp4 98.92 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/021 Final Capstone Project Solution Part 3.mp4 37.78 MB
33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems/022 Day End Message.mp4 2.67 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/001 Day Welcome Message.mp4 7.4 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/003 Project Overview.mp4 16.37 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/004 Classification Models KPIs [ReviewSkip if Familiar].mp4 30.54 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/005 AutoGluon for Classification Tasks.mp4 73.64 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/006 Coding Task 1 - Import Datasets and AutoGloun.mp4 26.37 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/007 Practice Opportunity 1.mp4 31.71 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/008 Coding Task 2 - Perform Exploratory Data Analysis.mp4 86.44 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/009 Practice Opportunity 2.mp4 18.79 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/010 Coding Task 3 - Train Classification Model using AutoGluon.mp4 39.96 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/011 Coding Task 4 - Evaluate Classification Model using AutoGluon.mp4 37.89 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/012 Practice Opportunity 3.mp4 33.25 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/013 Final Capstone Project Question.mp4 16.54 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/014 Final Capstone Project Solution Part 1.mp4 77.29 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/015 Final Capstone Project Solution Part 2.mp4 46.55 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/016 Final Capstone Project Solution Part 3.mp4 18.93 MB
34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems/017 Day End Message.mp4 2.55 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/001 Day Welcome Message.mp4 7.1 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/003 Project Overview.mp4 16.6 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/004 Amazon SageMaker Autopilot.mp4 125.46 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/005 SageMaker Autopilot Demo 1 - Upload Data and Train Model.mp4 31.68 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/006 SageMaker Autopilot Demo 2 - Analyze Trained Models.mp4 26.67 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment.mp4 80.36 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/008 Resources Cleanup [Important].mp4 6.04 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/009 Final Capstone Project Question.mp4 4.72 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/010 Final Capstone Project Solution 1.mp4 62.45 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/011 Final Capstone Project Solution 2.mp4 78.74 MB
35 - Day 27 No-Code ML - Amazon SageMaker Autopilot/012 Day End Message.mp4 1.44 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/001 Day Welcome Message.mp4 5.19 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/003 Project Overview.mp4 33.61 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/004 AWS SageMaker Canvas 101.mp4 42.65 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/005 Success Stories in Human Resources.mp4 30.96 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/006 Project Demo Part 1 - Upload data to S3 and Launch Canvas.mp4 35.53 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/007 Project Demo Part 2 - Train the Model.mp4 26.57 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/008 Project Demo Part 3 - Model Evaluation and Analysis.mp4 61.77 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/009 Project Demo Part 4 - Generate Predictions.mp4 14.45 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/010 Final End-of-Day Capstone Project Question.mp4 13.07 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/011 Final End-of-Day Capstone Project Solution.mp4 42.11 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/012 Shutting Down SageMaker Canvas [Important].mp4 1.99 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/013 Appendix Review Classification Models KPIs.mp4 63.53 MB
36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks/014 Day End Message.mp4 2.71 MB
38 - Day 29 Lambda Functions Using AWS Console/001 Day Welcome Message.mp4 5.07 MB
38 - Day 29 Lambda Functions Using AWS Console/003 Introduction to AWS Lambda and Key Learning Outcomes.mp4 15.54 MB
38 - Day 29 Lambda Functions Using AWS Console/004 Machine Learning Workflows 101.mp4 80.85 MB
38 - Day 29 Lambda Functions Using AWS Console/005 AWS Lambda Functions 101.mp4 96.44 MB
38 - Day 29 Lambda Functions Using AWS Console/006 AWS Lambda Functions Anatomy.mp4 16.94 MB
38 - Day 29 Lambda Functions Using AWS Console/007 Demo #1 Define and Test AWS Lambda Function.mp4 27.03 MB
38 - Day 29 Lambda Functions Using AWS Console/008 Demo #2 Part #1 Define a Lambda Function.mp4 42.14 MB
38 - Day 29 Lambda Functions Using AWS Console/009 Demo #2 Part #2 Test a Lambda Function.mp4 20.37 MB
38 - Day 29 Lambda Functions Using AWS Console/010 Demo #2 Part #3 Monitor a Lambda Function.mp4 41.46 MB
38 - Day 29 Lambda Functions Using AWS Console/011 Final Capstone Project Question.mp4 13.18 MB
38 - Day 29 Lambda Functions Using AWS Console/012 Final Capstone Project Solution.mp4 64.74 MB
38 - Day 29 Lambda Functions Using AWS Console/013 Day End Message.mp4 1.67 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/001 Day Welcome Message.mp4 19.13 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/003 Introduction and Key Learning Outcomes.mp4 14.76 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/004 Synchronous Vs. Asynchronous Invocations.mp4 97.21 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/005 Define a Lambda Function Using Boto3 SDK.mp4 121.86 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/006 Invoke a Lambda Function Using Boto3 SDK.mp4 145.71 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/007 Lambda Invocation with EventBridge.mp4 47.87 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/008 Final Capstone Project Question.mp4 10.77 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/009 Final Capstone Project Solution Part 1.mp4 71.59 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/010 Final Capstone Project Solution Part 2.mp4 79.63 MB
39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK/011 Day End Message.mp4 2.8 MB
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