31.45 GB | 20min 57s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Welcome To the Course!.mp4 | Size: (15.09 MB)
FileName :3 Day Welcome Message.mp4 | Size: (9.93 MB)
FileName :6 AWS Signup and AWS Management Console Tour.mp4 | Size: (73.92 MB)
FileName :7 Regions Vs Availability Zones.mp4 | Size: (85.89 MB)
FileName :8 What's Included in the AWS Free Tier.mp4 | Size: (97.44 MB)
FileName :9 Billing Dashboard and Alarm Setup.mp4 | Size: (87.06 MB)
FileName :10 Request Service Limit Increase.mp4 | Size: (81.13 MB)
FileName :12 Day End Message.mp4 | Size: (4.11 MB)
FileName :13 Day Welcome Message.mp4 | Size: (11.48 MB)
FileName :16 Machine Learning The Big Picture.mp4 | Size: (304.01 MB)
FileName :17 Key Ingredients to Build Machine Learning Models.mp4 | Size: (517.12 MB)
FileName :18 Key AI ML Components in AWS.mp4 | Size: (61.92 MB)
FileName :19 Simple Storage Service (S3) Deep Dive & Demo.mp4 | Size: (68.21 MB)
FileName :20 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4 | Size: (137.69 MB)
FileName :21 Day End Message.mp4 | Size: (3.74 MB)
FileName :22 Day Welcome Message.mp4 | Size: (11.58 MB)
FileName :24 Intro to SageMaker.mp4 | Size: (338.44 MB)
FileName :25 SageMaker Demo 1 - Walkthrough & Create Notebook instance.mp4 | Size: (125 MB)
FileName :26 SageMaker Demo 2 - Write your first code.mp4 | Size: (68.26 MB)
FileName :27 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector).mp4 | Size: (87.69 MB)
FileName :28 SageMaker Demo 4 - SageMaker Studio 101.mp4 | Size: (141.65 MB)
FileName :29 SageMaker Demo 5 - SageMaker Canvas 101.mp4 | Size: (76.37 MB)
FileName :30 SageMaker Demo 6 - Upload data to S3.mp4 | Size: (48.99 MB)
FileName :31 SageMaker Demo 7 - Train Machine Learning Model.mp4 | Size: (33.45 MB)
FileName :32 Final Capstone Project Question.mp4 | Size: (18.76 MB)
FileName :33 Final Capstone Project Solution.mp4 | Size: (55.12 MB)
FileName :34 Shutdown Canvas.mp4 | Size: (2.94 MB)
FileName :35 Day End Message.mp4 | Size: (4.13 MB)
FileName :37 Day Welcome Message.mp4 | Size: (13.67 MB)
FileName :39 Project Overview and AWS Groundtruth.mp4 | Size: (104.18 MB)
FileName :40 21st Century New Gold!.mp4 | Size: (76.02 MB)
FileName :41 Data Sources and Types.mp4 | Size: (416.45 MB)
FileName :42 Why Do We Need Labeled Datasets.mp4 | Size: (131.68 MB)
FileName :43 Data Labeling Challenges and Applications.mp4 | Size: (31.62 MB)
FileName :44 Json Lines and Manifest Files 101.mp4 | Size: (123.36 MB)
FileName :45 AWS SageMaker GroundTruth Demo Part 1.mp4 | Size: (114.89 MB)
FileName :46 AWS SageMaker GroundTruth Demo Part 2.mp4 | Size: (165.71 MB)
FileName :47 Final Capstone Project - Question.mp4 | Size: (23.46 MB)
FileName :48 Final Capstone Project - Solution.mp4 | Size: (108.19 MB)
FileName :49 Additional Topic GroundTruth Plus and Auto-Labeling.mp4 | Size: (66.16 MB)
FileName :50 Day End Message.mp4 | Size: (4.89 MB)
FileName :51 Day Welcome Message.mp4 | Size: (10.61 MB)
FileName :53 Introduction and Project Overview.mp4 | Size: (48.6 MB)
FileName :54 Labeling Text Data in SageMaker GroundTruth - Demo Part #1.mp4 | Size: (90.58 MB)
FileName :55 Labeling Text Data in SageMaker GroundTruth - Demo Part #2.mp4 | Size: (18.36 MB)
FileName :56 Labeling Text Data in SageMaker GroundTruth - Demo Part #3.mp4 | Size: (53.14 MB)
FileName :57 Semantic Segmentation in Groundtruth Demo #1.mp4 | Size: (81.16 MB)
FileName :58 Semantic Segmentation in Groundtruth Demo #2.mp4 | Size: (48.16 MB)
FileName :59 SageMaker GroundTruth Pricing.mp4 | Size: (100.32 MB)
FileName :60 Practice Opportunity - GroundTruth Pricing.mp4 | Size: (44.17 MB)
FileName :61 Final Capstone Project - Question.mp4 | Size: (10.23 MB)
FileName :62 Final Capstone Project - Solution.mp4 | Size: (60.25 MB)
FileName :63 Day End Message.mp4 | Size: (4.13 MB)
FileName :65 Day Welcome Message.mp4 | Size: (12.77 MB)
FileName :67 Exploratory Data Analysis (EDA) 101.mp4 | Size: (199 MB)
FileName :68 Project Overview - EDA with Pandas.mp4 | Size: (29.99 MB)
FileName :69 Jupyter Notebooks and SageMaker Studio Setup.mp4 | Size: (155.92 MB)
FileName :70 Coding Task 1 - Define Pandas DataFrame.mp4 | Size: (66.97 MB)
FileName :71 Practice Opportunity 1.mp4 | Size: (81.77 MB)
FileName :72 Coding Task 2 - Load CSV and Statistical Analysis.mp4 | Size: (34.72 MB)
FileName :73 Practice Opportunity 2.mp4 | Size: (40.57 MB)
FileName :74 Coding Task 3 - Set Reset Index in Pandas.mp4 | Size: (47.41 MB)
FileName :75 Practice Opportunity 3.mp4 | Size: (21.51 MB)
FileName :76 Final Capstone Project Question.mp4 | Size: (47.28 MB)
FileName :77 Final Capstone Project Solution.mp4 | Size: (77.55 MB)
FileName :78 Day End Message.mp4 | Size: (2.65 MB)
FileName :79 Day Welcome Message.mp4 | Size: (6.87 MB)
FileName :81 Project Overview and Key Learning Outcomes.mp4 | Size: (14.76 MB)
FileName :82 Coding Task 1 - Import Datasets.mp4 | Size: (56.22 MB)
FileName :83 Practice Opportunity 1.mp4 | Size: (51 MB)
FileName :84 Coding Task 2 - Access Elements in Pandas DataFrame.mp4 | Size: (95.15 MB)
FileName :85 Practice Opportunity 2.mp4 | Size: (20.1 MB)
FileName :86 Coding Task 3 - Delete and Add Columns.mp4 | Size: (47.64 MB)
FileName :87 Practice Opportunity 3.mp4 | Size: (75.38 MB)
FileName :88 Coding Task 4 - Label-based Indexing with Loc().mp4 | Size: (68.58 MB)
FileName :89 Practice Opportunity 4.mp4 | Size: (47.12 MB)
FileName :90 Coding Task 5 - Integer-based Indexing with iLoc().mp4 | Size: (49.79 MB)
FileName :91 Practice Opportunity 5.mp4 | Size: (43.04 MB)
FileName :92 Coding Task 6 - Broadcasting Operation.mp4 | Size: (37.62 MB)
FileName :93 Practice Opportunity 6.mp4 | Size: (34.07 MB)
FileName :94 Coding Task 7 - Sorting Pandas DataFrames.mp4 | Size: (39.01 MB)
FileName :95 Practice Opportunity 7.mp4 | Size: (41 MB)
FileName :96 Day End Message.mp4 | Size: (2.54 MB)
FileName :97 Day Welcome Message.mp4 | Size: (6.8 MB)
FileName :99 Project Overview and Key Learning Outcomes.mp4 | Size: (49.12 MB)
FileName :100 Coding Task 1 - Import and Explore Dataset.mp4 | Size: (73.32 MB)
FileName :101 Practice Opportunity 1.mp4 | Size: (35.09 MB)
FileName :102 Coding Task 2 - Deal with Missing Dataset.mp4 | Size: (73.21 MB)
FileName :103 Practice Opportunity 2.mp4 | Size: (29.8 MB)
FileName :104 Coding Task 3 - Change Pandas DataFrame datatypes.mp4 | Size: (31.73 MB)
FileName :105 Practice Opportunity 3.mp4 | Size: (20.66 MB)
FileName :106 Coding Task 4 - Pandas and Functions.mp4 | Size: (37.01 MB)
FileName :107 Practice Opportunity 4.mp4 | Size: (40.8 MB)
FileName :108 Coding Task 5 - Pandas Operations and Filtering.mp4 | Size: (87.87 MB)
FileName :109 Practice Opportunity 5.mp4 | Size: (39.57 MB)
FileName :110 Coding Task 6 - Perform EDA on Both Classes.mp4 | Size: (41.28 MB)
FileName :111 Practice Opportunity 6.mp4 | Size: (60.55 MB)
FileName :112 Coding Task 7 - Correlations and Histograms.mp4 | Size: (87.93 MB)
FileName :113 Practice Opportunity 7.mp4 | Size: (61.78 MB)
FileName :114 Final Capstone Projects - Questions.mp4 | Size: (24.49 MB)
FileName :115 Final Capstone Projects - Solutions.mp4 | Size: (105.84 MB)
FileName :116 Day End Message.mp4 | Size: (2.87 MB)
FileName :117 Day Welcome Message.mp4 | Size: (9.46 MB)
FileName :119 Project Overview.mp4 | Size: (65.93 MB)
FileName :120 Data Visualization 101.mp4 | Size: (251.47 MB)
FileName :121 Matplotlib Overview.mp4 | Size: (82.07 MB)
FileName :122 Seaborn Overview.mp4 | Size: (148.31 MB)
FileName :123 Coding Task 1 - Plot line plot in Matplotlib.mp4 | Size: (113.25 MB)
FileName :124 Practice Opportunity 1.mp4 | Size: (27.7 MB)
FileName :125 Coding Task 2 - Plot Multiple Line Plots in Matplotlib.mp4 | Size: (19.08 MB)
FileName :126 Practice Opportunity 2.mp4 | Size: (18.95 MB)
FileName :127 Coding Task 3 - Plot Subplots in Matplotlib.mp4 | Size: (21.88 MB)
FileName :128 Practice Opportunity 3.mp4 | Size: (33.19 MB)
FileName :129 Coding Task 4 - Plot Scatterplots in Matplotlib.mp4 | Size: (16.77 MB)
FileName :130 Practice Opportunity 4.mp4 | Size: (12.53 MB)
FileName :131 Coding Task 5 - Plot Pie Charts in Matplotlib.mp4 | Size: (42.71 MB)
FileName :132 Practice Opportunity 5.mp4 | Size: (76.35 MB)
FileName :133 Coding Task 6 - Plot Histograms in Matplotlib.mp4 | Size: (38.77 MB)
FileName :134 Practice Opportunity 6.mp4 | Size: (24.66 MB)
FileName :135 Coding Task 7 - Plot Countplot and Scatterplot in Seaborn.mp4 | Size: (98.83 MB)
FileName :136 Practice Opportunity 7.mp4 | Size: (10.1 MB)
FileName :137 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot.mp4 | Size: (142.96 MB)
FileName :138 Practice Opportunity 8.mp4 | Size: (82.1 MB)
FileName :139 Final End of Day Capstone Project Questions.mp4 | Size: (28.49 MB)
FileName :140 Final End of Day Capstone Project Solutions.mp4 | Size: (157.55 MB)
FileName :141 Day End Message.mp4 | Size: (1.82 MB)
FileName :142 Day Welcome Message.mp4 | Size: (11.71 MB)
FileName :144 Project Overview.mp4 | Size: (23.5 MB)
FileName :145 Data Wrangler 101.mp4 | Size: (137.63 MB)
FileName :146 Feature Engineering 101.mp4 | Size: (74 MB)
FileName :147 One-Hot Encoding 101.mp4 | Size: (61.95 MB)
FileName :148 Normalization vs Standardization (Feature Scaling in Machine Learning).mp4 | Size: (471.56 MB)
FileName :149 Data Wrangler Demo 1 - Import Data From S3.mp4 | Size: (58.25 MB)
FileName :150 Data Wrangler Demo 2 - Change Datatypes & Generate Summary Table.mp4 | Size: (73.94 MB)
FileName :151 Data Wrangler Demo 3 - Data Visualization.mp4 | Size: (47.08 MB)
FileName :152 Data Wrangler Demo 4 - Bias Report, Remove Duplicates & Feature Importance.mp4 | Size: (82.24 MB)
FileName :153 Data Wrangler Demo 5 - Data Impute, Handle Missing and 1-Hot Encoding.mp4 | Size: (99 MB)
FileName :154 Data Wrangler Demo 6 - Perform Custom and Feature Scaling.mp4 | Size: (127.43 MB)
FileName :155 Data Wrangler Demo 7 - Export Dataflow.mp4 | Size: (57.45 MB)
FileName :156 Data Wrangler Demo 8 - Shutdown Resources.mp4 | Size: (22.15 MB)
FileName :157 Final Capstone Project - Questions.mp4 | Size: (12.99 MB)
FileName :158 Final Capstone Project - Solutions.mp4 | Size: (197.13 MB)
FileName :159 Day End Message.mp4 | Size: (2.27 MB)
FileName :161 Day Welcome Message.mp4 | Size: (11.31 MB)
FileName :163 Project Overview.mp4 | Size: (128.44 MB)
FileName :164 Simple Linear Regression 101.mp4 | Size: (36.5 MB)
FileName :165 Least Sum of Squares.mp4 | Size: (93.36 MB)
FileName :166 Scikit-Learn Library Overview.mp4 | Size: (111.26 MB)
FileName :167 Coding Task #1 - Import Libraries and Datasets.mp4 | Size: (101.07 MB)
FileName :168 Practice Opportunity #1.mp4 | Size: (21.31 MB)
FileName :169 Coding Task #2 - Explore the Data.mp4 | Size: (17.33 MB)
FileName :170 Practice Opportunity #2.mp4 | Size: (41.01 MB)
FileName :171 Coding Task #3 - Perform Data Visualization.mp4 | Size: (80.62 MB)
FileName :172 Practice Opportunity #3.mp4 | Size: (18.56 MB)
FileName :173 Coding Task #4 - Prepare the Data Before Model Training.mp4 | Size: (64.7 MB)
FileName :174 Practice Opportunity #4.mp4 | Size: (22.18 MB)
FileName :175 Train a Simple Linear Regression Model in SK-Learn.mp4 | Size: (41.06 MB)
FileName :176 Practice Opportunity #5.mp4 | Size: (17.25 MB)
FileName :177 Evaluate Trained Model Performance.mp4 | Size: (36.51 MB)
FileName :178 Practice Opportunity #6.mp4 | Size: (60.88 MB)
FileName :179 Final Capstone Project - Questions.mp4 | Size: (23.6 MB)
FileName :180 Final Capstone Project - Solution.mp4 | Size: (77.93 MB)
FileName :181 Day End Message.mp4 | Size: (4.07 MB)
FileName :182 Day Welcome Message.mp4 | Size: (7.44 MB)
FileName :184 Overview of AWS SageMaker Built-in Algorithms.mp4 | Size: (82.42 MB)
FileName :185 AWS SageMaker Linear Learner Algorithm Overview.mp4 | Size: (313.35 MB)
FileName :186 Coding Task #1 - Problem Overview.mp4 | Size: (66.05 MB)
FileName :187 Practice Opportunity #1.mp4 | Size: (36.86 MB)
FileName :188 Coding Task #2 - Import Libraries and Datasets.mp4 | Size: (94.58 MB)
FileName :189 Practice Opportunity #2.mp4 | Size: (89.42 MB)
FileName :190 Coding Task #3 - Train a Linear Learner Model in SageMaker.mp4 | Size: (391.23 MB)
FileName :191 Practice Opportunity #3.mp4 | Size: (218.91 MB)
FileName :192 Coding Task #4 - Deploy Endpoint.mp4 | Size: (172.03 MB)
FileName :193 Practice Opportunity #4.mp4 | Size: (104.62 MB)
FileName :194 Final Capstone Project Questions.mp4 | Size: (20.41 MB)
FileName :195 Final Capstone Project Solution.mp4 | Size: (160.04 MB)
FileName :196 Day End Message.mp4 | Size: (2.55 MB)
FileName :197 Day Welcome Message.mp4 | Size: (9.43 MB)
FileName :199 Project Overview.mp4 | Size: (97.9 MB)
FileName :200 Success Stories Price Prediction with AI ML.mp4 | Size: (110.95 MB)
FileName :201 Multiple Linear Regression 101.mp4 | Size: (55.45 MB)
FileName :202 Regression Metrics - Part #1.mp4 | Size: (81.27 MB)
FileName :203 Regression Metrics - Part #2.mp4 | Size: (108.11 MB)
FileName :204 SageMaker Studio Domain Setup.mp4 | Size: (19.01 MB)
FileName :205 Coding Task #1 - Import Key Libraries Datasets.mp4 | Size: (81.78 MB)
FileName :206 Practice Opportunity #1.mp4 | Size: (38.79 MB)
FileName :207 Coding Task #2 - EDA and Data Visualization.mp4 | Size: (96.56 MB)
FileName :208 Practice Opportunity #2.mp4 | Size: (52.59 MB)
FileName :209 Coding Task #3 - EDA and Data Visualization 2.mp4 | Size: (90.26 MB)
FileName :210 Practice Opportunity #3.mp4 | Size: (47.59 MB)
FileName :211 Coding Task #4 - Prepare the Data For Model Training.mp4 | Size: (35.57 MB)
FileName :212 Practice Opportunity #4.mp4 | Size: (31.96 MB)
FileName :213 Coding Task #5 - Train ML Model in Scikit-Learn.mp4 | Size: (44.08 MB)
FileName :214 Practice Opportunity #5.mp4 | Size: (79.96 MB)
FileName :215 Capstone Project Questions.mp4 | Size: (37.54 MB)
FileName :216 Capstone Project Solutions.mp4 | Size: (125.11 MB)
FileName :217 Day End Message.mp4 | Size: (4.27 MB)
FileName :218 Day Welcome Message.mp4 | Size: (8.57 MB)
FileName :220 Project Card [Skip If Familiar].mp4 | Size: (20.52 MB)
FileName :221 Coding Task #1 - Notebook Walkthrough Project Overview.mp4 | Size: (36.9 MB)
FileName :222 Coding Task #2 - Perform EDA and Visualization.mp4 | Size: (163.41 MB)
FileName :224 Practice Opportunity #1.mp4 | Size: (97.92 MB)
FileName :225 Coding Task #4 - Deploy an Endpoint.mp4 | Size: (103.59 MB)
FileName :226 Final Capstone Project - Questions.mp4 | Size: (7.72 MB)
FileName :227 Final Capstone Project - Solutions.mp4 | Size: (45.14 MB)
FileName :228 Day End Message.mp4 | Size: (1.37 MB)
FileName :229 Day Welcome Message.mp4 | Size: (14.74 MB)
FileName :231 Project Overview and Project Card.mp4 | Size: (73.02 MB)
FileName :232 The Rise of Machine Learning in Higher Education.mp4 | Size: (73.59 MB)
FileName :233 Simple and Multiple Linear Regression [Recap].mp4 | Size: (51.2 MB)
FileName :234 Practice Opportunity 1.mp4 | Size: (34.38 MB)
FileName :235 Demo Launch a Training Job in AWS SageMaker Console.mp4 | Size: (170.84 MB)
FileName :236 Demo Analyze Training Job Outputs and Metrics.mp4 | Size: (94.99 MB)
FileName :237 Demo Deploy an Endpoint.mp4 | Size: (107.26 MB)
FileName :238 Final End-of-Day Capstone Project Question.mp4 | Size: (35.87 MB)
FileName :239 Final End-of-Day Capstone Project Solution.mp4 | Size: (177.87 MB)
FileName :240 Day End Message.mp4 | Size: (2.43 MB)
FileName :241 Day Welcome Message.mp4 | Size: (9.66 MB)
FileName :243 Project Overview and Card.mp4 | Size: (41.09 MB)
FileName :244 Introduction to XG-Boost Algorithm.mp4 | Size: (115.04 MB)
FileName :245 What is Boosting.mp4 | Size: (199.9 MB)
FileName :246 Ensemble Learning.mp4 | Size: (170.1 MB)
FileName :247 XG-Boost Algorithm Deep Dive (with examples).mp4 | Size: (756.05 MB)
FileName :248 Coding Task 1 - Project Overview and Import data.mp4 | Size: (30.17 MB)
FileName :249 Practice Opportunity 1.mp4 | Size: (14.35 MB)
FileName :250 Coding Task 2 - Perform EDA and Visualization.mp4 | Size: (110.31 MB)
FileName :251 Practice Opportunity 2.mp4 | Size: (29.26 MB)
FileName :252 Coding Task 3 - Prepare the Data for Model Training.mp4 | Size: (14.98 MB)
FileName :253 Practice Opportunity 3.mp4 | Size: (21.2 MB)
FileName :254 Coding Task 4 - Train and Test XG-Boost Algorithm.mp4 | Size: (35.63 MB)
FileName :255 Practice Opportunity 4.mp4 | Size: (17.03 MB)
FileName :256 Final Capstone Project Question.mp4 | Size: (8.23 MB)
FileName :257 Final Capstone Project Solution.mp4 | Size: (313.53 MB)
FileName :258 Day End Message.mp4 | Size: (2.23 MB)
FileName :259 Day Welcome Message.mp4 | Size: (7.04 MB)
FileName :261 Project Overview.mp4 | Size: (30.56 MB)
FileName :262 SageMaker Built-in XG-Boost Algorithm.mp4 | Size: (401.21 MB)
FileName :263 Coding Task 1 - Import data libraries and Perform EDA.mp4 | Size: (76.34 MB)
FileName :264 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1.mp4 | Size: (136.69 MB)
FileName :265 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2.mp4 | Size: (107.12 MB)
FileName :266 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm.mp4 | Size: (198.81 MB)
FileName :267 Practice Opportunity 1.mp4 | Size: (79.59 MB)
FileName :268 Final Capstone Project Question.mp4 | Size: (11.08 MB)
FileName :269 Final Capstone Project Solution - Part 1.mp4 | Size: (119.25 MB)
FileName :270 Final Capstone Project Solution - Part 2.mp4 | Size: (143.45 MB)
FileName :271 Day End Message.mp4 | Size: (4.79 MB)
FileName :272 Day Welcome Message.mp4 | Size: (7.65 MB)
FileName :274 Project Introduction and Key Learning Outcomes.mp4 | Size: (21.9 MB)
FileName :275 AWS SageMaker JumpStart Overview.mp4 | Size: (66.89 MB)
FileName :276 Data Split for SageMaker JumpStart.mp4 | Size: (117.88 MB)
FileName :277 JumpStart Demo Part 1 - Data Upload.mp4 | Size: (117.28 MB)
FileName :278 JumpStart Demo Part 2 - Train the Model.mp4 | Size: (27.42 MB)
FileName :279 JumpStart Demo Part 3 - Deploy an Endpoint.mp4 | Size: (19.61 MB)
FileName :280 JumpStart Demo Part 4 - Invoke Endpoint.mp4 | Size: (150.07 MB)
FileName :281 Final Capstone Project Question.mp4 | Size: (30.98 MB)
FileName :282 Final Capstone Project Solution Part 1.mp4 | Size: (87.47 MB)
FileName :283 Final Capstone Project Solution Part 2.mp4 | Size: (90.18 MB)
FileName :284 Day End Message.mp4 | Size: (2.48 MB)
FileName :286 Day Welcome Message.mp4 | Size: (12.15 MB)
FileName :288 Project Overview and Card.mp4 | Size: (139.56 MB)
FileName :289 Hyperparameters 101.mp4 | Size: (239.2 MB)
FileName :290 Hyperparameters Optimization Strategies.mp4 | Size: (157.23 MB)
FileName :291 Bias Variance Tradeoff.mp4 | Size: (410.45 MB)
FileName :292 L2 Regularization (Ridge Regression).mp4 | Size: (270 MB)
FileName :293 L1 Regularization (Lasso Regression).mp4 | Size: (199.77 MB)
FileName :294 Coding Task 1 - Import Libraries and Datasets.mp4 | Size: (29.68 MB)
FileName :295 Practice Opportunity 1.mp4 | Size: (25.72 MB)
FileName :296 Coding Task 2 - Perform Data Cleaning.mp4 | Size: (100.43 MB)
FileName :297 Coding Task 3 - Perform Data Visualization.mp4 | Size: (83.49 MB)
FileName :298 Practice Opportunity 2.mp4 | Size: (26.18 MB)
FileName :299 Coding Task 4 - Split the Data into Training Testing.mp4 | Size: (62.09 MB)
FileName :300 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn.mp4 | Size: (40.69 MB)
FileName :301 Practice Opportunity 3.mp4 | Size: (12.97 MB)
FileName :302 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV.mp4 | Size: (93.51 MB)
FileName :303 Practice Opportunity 4.mp4 | Size: (62.09 MB)
FileName :304 Coding Task 7 - Hyperparameters Using Random Search.mp4 | Size: (33.1 MB)
FileName :306 Final Capstone Project Question.mp4 | Size: (10.93 MB)
FileName :307 Final Capstone Project Solution.mp4 | Size: (82.77 MB)
FileName :308 Day End Message.mp4 | Size: (4.01 MB)
FileName :309 Day Welcome Message.mp4 | Size: (8.35 MB)
FileName :311 Project Overview.mp4 | Size: (95.14 MB)
FileName :312 Coding Task 1 - Import and Clean Datasets.mp4 | Size: (47.86 MB)
FileName :313 Coding Task 2 - Visualize Data.mp4 | Size: (68.77 MB)
FileName :314 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4 | Size: (173.92 MB)
FileName :315 Coding Task 4 - Deploy Test XG-Boost Algo (without Hyperparameters Optimization).mp4 | Size: (80.75 MB)
FileName :316 Coding Task 5 - Perform HyperParameters Optimization in SageMaker.mp4 | Size: (132.02 MB)
FileName :317 Deploy Best Model and Assess its Performance.mp4 | Size: (104.51 MB)
FileName :318 Final Capstone Project Question.mp4 | Size: (22.52 MB)
FileName :319 Final Capstone Project Solution Part 1.mp4 | Size: (132.71 MB)
FileName :320 Final Capstone Project Solution Part 2.mp4 | Size: (63.84 MB)
FileName :321 Final Capstone Project Solution Part 3.mp4 | Size: (41.39 MB)
FileName :322 Final Capstone Project Solution Part 4.mp4 | Size: (58.56 MB)
FileName :323 Day End Message.mp4 | Size: (4.04 MB)
FileName :325 Day Welcome Message.mp4 | Size: (13.87 MB)
FileName :327 Project Overview.mp4 | Size: (32.67 MB)
FileName :328 Coding Task 1 - Import Libraries and Datasets.mp4 | Size: (32.99 MB)
FileName :329 Practice Opportunity 1.mp4 | Size: (23.36 MB)
FileName :330 Coding Task 2 - Perform Data Visualization.mp4 | Size: (108.58 MB)
FileName :331 Practice Opportunity 2.mp4 | Size: (46.43 MB)
FileName :332 Coding Task 3 - Plot Feature Importance.mp4 | Size: (48.28 MB)
FileName :333 Coding Task 4 - Logistic Regression.mp4 | Size: (38.03 MB)
FileName :335 Practice Opportunity 3.mp4 | Size: (32.4 MB)
FileName :336 Coding Task 5 - Support Vector Machines (SVM).mp4 | Size: (78.4 MB)
FileName :337 Coding Task 6 - Random Forest Classifier Model.mp4 | Size: (63.61 MB)
FileName :338 Coding Task 7 - K Nearest Neighbors (KNN).mp4 | Size: (83.53 MB)
FileName :339 Practice Opportunity 4.mp4 | Size: (16.68 MB)
FileName :340 Coding Task 8 - Naïve Bayes Classifier Models.mp4 | Size: (72.38 MB)
FileName :341 Practice Opportunity 5.mp4 | Size: (57.91 MB)
FileName :342 Coding Task 9 - Compare Classifier Models.mp4 | Size: (40.52 MB)
FileName :343 Coding Task 10 - Concluding Remarks.mp4 | Size: (10.56 MB)
FileName :344 Day End Message.mp4 | Size: (1.98 MB)
FileName :345 Day Welcome Message.mp4 | Size: (9.34 MB)
FileName :347 Project Overview.mp4 | Size: (149.44 MB)
FileName :348 XG-Boost 101 [Review].mp4 | Size: (146.29 MB)
FileName :349 Classifier Models KPIs.mp4 | Size: (123.43 MB)
FileName :350 Coding Task 1 - Understand the Problem Statement and Load Data.mp4 | Size: (28.2 MB)
FileName :351 Practice Opportunity 1.mp4 | Size: (37.44 MB)
FileName :352 Coding Task 2 - Perform Data Visualization.mp4 | Size: (228.92 MB)
FileName :353 Practice Opportunity 2.mp4 | Size: (22.73 MB)
FileName :354 Coding Task 3 - Prepare the data for Model Training.mp4 | Size: (29.24 MB)
FileName :355 Coding Task 4 - Train and Evaluate XG-Boost.mp4 | Size: (68.63 MB)
FileName :356 Practice Opportunity 3.mp4 | Size: (44.37 MB)
FileName :357 Coding Task 5 - Train XG-Boost SageMaker.mp4 | Size: (143.87 MB)
FileName :358 Coding Task 6 - Deploy and Test XG-Boost Model.mp4 | Size: (96.63 MB)
FileName :359 Practice Opportunity 4.mp4 | Size: (61.83 MB)
FileName :360 Final Capstone Project Question.mp4 | Size: (59.65 MB)
FileName :361 Final Capstone Project Solution Part 1.mp4 | Size: (91.9 MB)
FileName :362 Final Capstone Project Solution Part 2.mp4 | Size: (74.36 MB)
FileName :363 Day End Message.mp4 | Size: (2.09 MB)
FileName :364 Day Welcome Message.mp4 | Size: (11.4 MB)
FileName :366 Project Overview.mp4 | Size: (19.9 MB)
FileName :367 K Nearest Neighbors Algorithm 101.mp4 | Size: (295.56 MB)
FileName :368 K Nearest Neighbors in SageMaker.mp4 | Size: (96.9 MB)
FileName :369 Coding Task 1 - Import Libraries and Datasets.mp4 | Size: (47.31 MB)
FileName :370 Practice Opportunity 1.mp4 | Size: (20.47 MB)
FileName :371 Coding Task 2 - Perform Data Visualization.mp4 | Size: (48.89 MB)
FileName :372 Practice Opportunity 2.mp4 | Size: (12.88 MB)
FileName :373 Coding Task 3 - Split the data.mp4 | Size: (14.01 MB)
FileName :374 Coding Task 4 - Train KNN Model in SKLearn.mp4 | Size: (24.26 MB)
FileName :375 Coding Task 5 - Evaluate Trained Model Performance.mp4 | Size: (20.08 MB)
FileName :376 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4 | Size: (149.82 MB)
FileName :377 Coding Task 7 - Evaluate trained model performance.mp4 | Size: (108.86 MB)
FileName :378 Final Capstone Project Question.mp4 | Size: (7.22 MB)
FileName :379 Final Capstone Project Solution.mp4 | Size: (60.12 MB)
FileName :380 Day End Message.mp4 | Size: (2.23 MB)
FileName :381 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp4 | Size: (52.8 MB)
FileName :382 Prepare a Study Plan and Find Best Resources (Courses Books) with ChatGPT.mp4 | Size: (92.29 MB)
FileName :383 Perform Code Generation and Design Using ChatGPT.mp4 | Size: (43.58 MB)
FileName :384 Perform Code Debugging Using ChatGPT.mp4 | Size: (79.03 MB)
FileName :385 Optimize Your Code With ChatGPT.mp4 | Size: (72.62 MB)
FileName :386 Conduct Code Review With ChatGPT.mp4 | Size: (88.2 MB)
FileName :387 Leverage ChatGPT to Add New Features to Your Code.mp4 | Size: (91.79 MB)
FileName :388 Use ChatGPT to Test and Validate Your Code.mp4 | Size: (57.35 MB)
FileName :389 Perform Code Documentation With ChatGPT.mp4 | Size: (71.46 MB)
FileName :390 Convert from One Programming Language to Another Using ChatGPT.mp4 | Size: (50.89 MB)
FileName :392 Day Welcome Message.mp4 | Size: (13.89 MB)
FileName :394 Project Overview & AutoGluon for Tabular Data.mp4 | Size: (18.09 MB)
FileName :395 AI Applications in Business.mp4 | Size: (115.01 MB)
FileName :396 Practice Opportunity.mp4 | Size: (137.87 MB)
FileName :397 Regression Recap.mp4 | Size: (139.63 MB)
FileName :398 AutoGluon 101.mp4 | Size: (151.92 MB)
FileName :399 AutoGluon Presets and Fit Parameters.mp4 | Size: (106.29 MB)
FileName :400 Coding Task 1 - Import AutoGluon and data Import.mp4 | Size: (54.15 MB)
FileName :401 Practice Opportunity 1.mp4 | Size: (20.92 MB)
FileName :402 Coding Task 2 - Perform Exploratory Data Analysis (EDA).mp4 | Size: (24.51 MB)
FileName :403 Practice Opportunity 2.mp4 | Size: (17.88 MB)
FileName :404 Coding Task 3 - Visualize Dataset.mp4 | Size: (64.64 MB)
FileName :405 Practice Opportunity 3.mp4 | Size: (36.21 MB)
FileName :406 Coding Task 4 - Train Models with AutoGluon.mp4 | Size: (157.05 MB)
FileName :407 Coding Task 5 - Evaluate Trained Models.mp4 | Size: (105.96 MB)
FileName :408 Practice Opportunity 4.mp4 | Size: (57.92 MB)
FileName :409 Final Capstone Project Question.mp4 | Size: (27.98 MB)
FileName :410 Final Capstone Project Solution Part 1.mp4 | Size: (81.55 MB)
FileName :411 Final Capstone Project Solution Part 2.mp4 | Size: (170.35 MB)
FileName :412 Final Capstone Project Solution Part 3.mp4 | Size: (65.44 MB)
FileName :413 Day End Message.mp4 | Size: (5.26 MB)
FileName :414 Day Welcome Message.mp4 | Size: (13.3 MB)
FileName :416 Project Overview.mp4 | Size: (30.31 MB)
FileName :417 Classification Models KPIs [Review Skip if Familiar].mp4 | Size: (58.16 MB)
FileName :418 AutoGluon for Classification Tasks.mp4 | Size: (147.35 MB)
FileName :419 Coding Task 1 - Import Datasets and AutoGloun.mp4 | Size: (44.4 MB)
FileName :420 Practice Opportunity 1.mp4 | Size: (51.42 MB)
FileName :421 Coding Task 2 - Perform Exploratory Data Analysis.mp4 | Size: (141.94 MB)
FileName :422 Practice Opportunity 2.mp4 | Size: (31.16 MB)
FileName :423 Coding Task 3 - Train Classification Model using AutoGluon.mp4 | Size: (66.46 MB)
FileName :424 Coding Task 4 - Evaluate Classification Model using AutoGluon.mp4 | Size: (62.77 MB)
FileName :425 Practice Opportunity 3.mp4 | Size: (55.94 MB)
FileName :426 Final Capstone Project Question.mp4 | Size: (24.68 MB)
FileName :427 Final Capstone Project Solution Part 1.mp4 | Size: (133.59 MB)
FileName :428 Final Capstone Project Solution Part 2.mp4 | Size: (78 MB)
FileName :429 Final Capstone Project Solution Part 3.mp4 | Size: (32.37 MB)
FileName :430 Day End Message.mp4 | Size: (5 MB)
FileName :431 Day Welcome Message.mp4 | Size: (12.67 MB)
FileName :433 Project Overview.mp4 | Size: (31.66 MB)
FileName :434 Amazon SageMaker Autopilot.mp4 | Size: (249.09 MB)
FileName :435 SageMaker Autopilot Demo 1 - Upload Data and Train Model.mp4 | Size: (53.58 MB)
FileName :436 SageMaker Autopilot Demo 2 - Analyze Trained Models.mp4 | Size: (42.15 MB)
FileName :437 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment.mp4 | Size: (129.86 MB)
FileName :438 Resources Cleanup [Important].mp4 | Size: (9.94 MB)
FileName :439 Final Capstone Project Question.mp4 | Size: (7.26 MB)
FileName :440 Final Capstone Project Solution 1.mp4 | Size: (107.96 MB)
FileName :441 Final Capstone Project Solution 2.mp4 | Size: (136.32 MB)
FileName :442 Day End Message.mp4 | Size: (2.68 MB)
FileName :443 Day Welcome Message.mp4 | Size: (9.24 MB)
FileName :445 Project Overview.mp4 | Size: (65.62 MB)
FileName :446 AWS SageMaker Canvas 101.mp4 | Size: (83.13 MB)
FileName :447 Success Stories in Human Resources.mp4 | Size: (57.14 MB)
FileName :449 Project Demo Part 2 - Train the Model.mp4 | Size: (39.31 MB)
FileName :450 Project Demo Part 3 - Model Evaluation and Analysis.mp4 | Size: (101.5 MB)
FileName :451 Project Demo Part 4 - Generate Predictions.mp4 | Size: (21.66 MB)
FileName :452 Final End-of-Day Capstone Project Question.mp4 | Size: (19.98 MB)
FileName :453 Final End-of-Day Capstone Project Solution.mp4 | Size: (64.46 MB)
FileName :454 Shutting Down SageMaker Canvas [Important].mp4 | Size: (3 MB)
FileName :455 Appendix Review Classification Models KPIs.mp4 | Size: (123.41 MB)
FileName :456 Day End Message.mp4 | Size: (5.27 MB)
FileName :458 Day Welcome Message.mp4 | Size: (9.11 MB)
FileName :460 Introduction to AWS Lambda and Key Learning Outcomes.mp4 | Size: (27.94 MB)
FileName :461 Machine Learning Workflows 101.mp4 | Size: (153.82 MB)
FileName :462 AWS Lambda Functions 101.mp4 | Size: (185.23 MB)
FileName :463 AWS Lambda Functions Anatomy.mp4 | Size: (30.45 MB)
FileName :464 Demo #1 Define and Test AWS Lambda Function.mp4 | Size: (41.75 MB)
FileName :465 Demo #2 Part #1 Define a Lambda Function.mp4 | Size: (67.11 MB)
FileName :466 Demo #2 Part #2 Test a Lambda Function.mp4 | Size: (32.86 MB)
FileName :467 Demo #2 Part #3 Monitor a Lambda Function.mp4 | Size: (70.12 MB)
FileName :468 Final Capstone Project Question.mp4 | Size: (19.41 MB)
FileName :469 Final Capstone Project Solution.mp4 | Size: (103.19 MB)
FileName :470 Day End Message.mp4 | Size: (3.28 MB)
FileName :471 Day Welcome Message.mp4 | Size: (18.97 MB)
FileName :473 Introduction and Key Learning Outcomes.mp4 | Size: (28.07 MB)
FileName :474 Synchronous Vs Asynchronous Invocations.mp4 | Size: (197.86 MB)
FileName :475 Define a Lambda Function Using Boto3 SDK.mp4 | Size: (190.45 MB)
FileName :476 Invoke a Lambda Function Using Boto3 SDK.mp4 | Size: (224.14 MB)
FileName :477 Lambda Invocation with EventBridge.mp4 | Size: (77.77 MB)
FileName :478 Final Capstone Project Question.mp4 | Size: (16.29 MB)
FileName :479 Final Capstone Project Solution Part 1.mp4 | Size: (120.62 MB)
FileName :480 Final Capstone Project Solution Part 2.mp4 | Size: (132.68 MB)
FileName :481 Day End Message.mp4 | Size: (5.51 MB)]
Screenshot