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1.Getting Started with Python Development/05.Debugging Your Second Python Program.mp4 17.9 MB
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4.Generators and Itertools/15.Some Problems with List Comprehensions.mp4 15.0 MB
1.Getting Started with Python Development/02.Setting Up Your Development Environment.mp4 14.5 MB
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3.Harnessing the Power of List Comprehensions/12.Introduction to Lists and for Loops.mp4 10.8 MB
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Exercise Files/code_34077.zip 3.2 kB
[FreeCourseSite.com].url 127 Bytes
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00019 Distributions_-_Rationale_and_Importance.mp4 264.3 MB
00027 Entropy_-_The_Most_Important_Application_of_Expected_Values.mp4 253.8 MB
00006 Exploring_Data_Types_in_Code.mp4 242.3 MB
00003 Getting_Started_with_Code_-_Feel_of_Data.mp4 224.3 MB
00024 Visualizing_Joint_Distributions_-_The_Road_to_ML_Success.mp4 216.3 MB
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00016 Rules_for_Counting_Mostly_Optional.mp4 205.5 MB
00021 Continuous_Distributions_with_the_Help_of_an_Example.mp4 202.6 MB
00025 Dependence_and_Variance_of_Two_Random_Variables.mp4 199.7 MB
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011_filtering_collections.mp4 12.5 MB
010_finding_data_in_collections.mp4 12.4 MB
008_copying_and_cloning_objects.mp4 11.2 MB
016_chaining_functions.mp4 11.2 MB
017_binding_application_contexts.mp4 10.7 MB
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003_using_lodash_on_the_web.mp4 10.1 MB
007_detecting_types_with_lodash.mp4 9.9 MB
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3.Linear Algebra/06.Scalars Vectors and Matrices.mp4 96.0 MB
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4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp4 86.8 MB
3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp4 81.7 MB
5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp4 73.7 MB
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02.04-docker_engine.mkv 148.1 MB
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15.Project - Build a Twitter Clone (Responsive Web Design)/106.Make News Feed Page Responsive.mp4 62.3 MB
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3.CSS Crash Course/023.Positions - Part 2.mp4 50.8 MB
15.Project - Build a Twitter Clone (Responsive Web Design)/104.Make Main Page Responsive.mp4 46.1 MB
15.Project - Build a Twitter Clone (Responsive Web Design)/105.Make Login Page Responsive.mp4 45.9 MB
14.Project - Build a Twitter Clone (Dark Mode)/102.Switching to Dark Mode - Part 1.mp4 40.5 MB
4.CSS Flexbox/032.Flex Container Properties.mp4 39.7 MB
8.Project - Build a Twitter Clone (News Feed Page)/067.Styling of 'Who to follow' Section.mp4 39.2 MB
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13.Project - Build a Twitter Clone (Sidebar)/100.Make Sidebar Work.mp4 36.9 MB
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12.Project - Build a Twitter Clone (Post Modal Box)/095.Styling of Post Modal - Part 2.mp4 34.4 MB
13.Project - Build a Twitter Clone (Sidebar)/098.Styling of Sidebar - Part 1.mp4 34.0 MB
14.Project - Build a Twitter Clone (Dark Mode)/101.Create a Toggle Button.mp4 33.5 MB
6.Project - Build a Twitter Clone (Main Page)/051.Styling of Form Element.mp4 32.6 MB
3.CSS Crash Course/025.Backgrounds - Part 1.mp4 31.5 MB
11.Project - Build a Twitter Clone (Add JavaScript to Main and Login Page/091.Create Modal Box.mp4 30.9 MB
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3 - Browser Automation Basics/11 - Your Selenium Utility Belt.mp4 139.2 MB
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3 - Browser Automation Basics/08 - Your First Automation.mp4 61.3 MB
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4 - Professional Browser Automation/20 - The Secret Sauce Pt. 2.mp4 40.0 MB
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2 - Setting Up Your Environment/05 - What is Selenium.mp4 36.7 MB
3 - Browser Automation Basics/13 - Handling IFrames and Frames.mp4 33.8 MB
3 - Browser Automation Basics/12 - Handling Browser Windows and Tabs.mp4 33.6 MB
2 - Setting Up Your Environment/04 - Setting up Python 3 and the Virtual Environment (Mac OS _ Linux).mp4 32.8 MB
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1. Chapter 1 Setting Up the RESTful Application/2 - Installing and Configuring the Dingo API Package.mp4 98.5 MB
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1. Chapter 1 Setting Up the RESTful Application/3 - First Endpoint and Manual Testing.mp4 53.8 MB
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2. Chapter 2 Weather Service with RESTful API/4 - External Services OpenWeatherMap.mp4 32.1 MB
4. Chapter 4 Testing and Maintenance/1 - Testing Principles and Goals.mp4 27.1 MB
4. Chapter 4 Testing and Maintenance/2 - Unit Testing Services.mp4 26.0 MB
3. Chapter 3 User Administration API/4 - Pagination.mp4 26.0 MB
2. Chapter 2 Weather Service with RESTful API/2 - Database Schema and Migrations.mp4 25.8 MB
1. Chapter 1 Setting Up the RESTful Application/4 - Status Endpoints and Application Health.mp4 24.8 MB
2. Chapter 2 Weather Service with RESTful API/5 - Endpoint Implementation.mp4 24.4 MB
2. Chapter 2 Weather Service with RESTful API/3 - External Services.mp4 23.8 MB
4. Chapter 4 Testing and Maintenance/4 - Automatic Endpoint Documentation.mp4 23.4 MB
3. Chapter 3 User Administration API/3 - Authentication with JWT Tokens.mp4 22.9 MB
3. Chapter 3 User Administration API/5 - Roles and Permissions.mp4 22.1 MB
3. Chapter 3 User Administration API/2 - Resource Implementation and Validation.mp4 20.8 MB
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02.142-Project Performing Etl.mkv 252.7 MB
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04.101-Query And Projection Operators Solution (Text).mkv 212.8 MB
04.47-Query And Projection Operators Eq Operator.mkv 209.8 MB
04.62-Query And Projection Operators Elemmatch Operator.mkv 180.4 MB
04.60-Query And Projection Operators Text Operator.mkv 172.1 MB
01.20-Requests Solution 02 (Extracting Top Stats From Cricinfo).mkv 170.2 MB
04.169-Spark With Mongo Etl.mkv 163.8 MB
04.122-Update Operators Pull Operator.mkv 150.9 MB
04.14-Basic Mongo Operations Basic Collection Commands.mkv 147.0 MB
04.08-Overview Nosql Schema.mkv 140.4 MB
03.109-3.109 Collaborative Filtering Recommendations.mkv 137.3 MB
04.88-Query And Projection Operators Solution (Or).mkv 123.1 MB
04.16-Basic Create Operation Create Document (Single).mkv 116.5 MB
04.56-Query And Projection Operators Exists Operator.mkv 114.3 MB
04.07-Overview Sql Schema.mkv 109.7 MB
04.67-Query And Projection Operators Solution (Eq).mkv 109.4 MB
04.64-Query And Projection Operators Operator.mkv 108.6 MB
04.145-Mongo With Node Insert In Mongo Using Node.mkv 108.3 MB
03.155-3.155 Project-Change Data Capture Replication On Going Change Data Capture Pipeline.mkv 107.9 MB
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Section 5/05.08-nominal_and_ordinal_variables.mkv 316.3 MB
Section 2/02.01-introducing_data_preparation.mkv 290.6 MB
Section 2/02.04-choosing_a_data_preparation_technique.mkv 276.8 MB
Section 2/02.03-data_preparation_defined.mkv 264.2 MB
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Section 4/04.01-feature_selection_introduction.mkv 213.0 MB
Section 4/04.24-feature_importance_scores_defined.mkv 196.3 MB
Section 4/04.19-recursive_feature_elimination.mkv 185.1 MB
Section 2/02.08-common_data_preparation_tasks-data_cleansing.mkv 168.0 MB
Section 3/03.01-data_cleansing_overview.mkv 167.4 MB
Section 1/01.02-course_structure.mkv 164.8 MB
Section 5/05.19-polynomial_features.mkv 160.3 MB
Section 1/01.01-course_introduction.mkv 160.3 MB
Section 2/02.14-problem_with_naive_data_preparation.mkv 149.9 MB
Section 2/02.11-common_data_preparation_tasks-feature_engineering.mkv 141.2 MB
Section 2/02.06-raw_data.mkv 121.0 MB
Section 3/03.05-identify_and_remove_rows_that_contain_duplicate_data.mkv 116.2 MB
Section 4/04.03-statistics_for_feature_selection.mkv 109.4 MB
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Chapter 9 Vertex AI - Machine Learning Framework/003. Lab - Custom Model Training Using Web Console.mp4 59.7 MB
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Chapter 6 Cloud Functions - Serverless and Event-Driven Applications/002. Lab - Deploy Python Application Using Cloud Storage Triggers.mp4 54.8 MB
Chapter 4 Cloud Run - Serverless and Containerized Applications/005. Lab - Run and Ship Applications Using the Container Registry.mp4 54.6 MB
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Chapter 9 Vertex AI - Machine Learning Framework/004. Lab - Custom Model Training Using SDK and Model Registries.mp4 43.5 MB
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01.10-webscraping_with_knime-financial_data.mkv 268.6 MB
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01.09-webscraping_with_knime.mkv 220.6 MB
01.08-loops_recursion_in_knime.mkv 210.9 MB
01.07-loops-how_to_split_data_into_multiple_output_files.mkv 201.2 MB
02.03-loops_how_to_split_data_into_multiple_output_files.mkv 194.2 MB
01.16-machine_learning_prediction_process.mkv 163.4 MB
01.13-hyperparameter_optimization_in_knime-data_preparation.mkv 150.6 MB
01.12-python_in_knime-further_examples.mkv 145.2 MB
01.11-scripting-how_to_use_python_in_knime.mkv 138.4 MB
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01.04-a_great_helper_node_for_time_series_analysis_in_knime.mkv 126.0 MB
01.05-examples_of_how_to_use_loops_in_knime.mkv 91.9 MB
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7.Monitoring, Optimizing, and Troubleshooting Hyper-V/27.Troubleshooting Hyper-V.mp4 14.9 MB
7.Monitoring, Optimizing, and Troubleshooting Hyper-V/25.Monitoring Hyper-V.mp4 14.1 MB
6.Upgrading Cluster Nodes and VMs/23.Upgrade Cluster Nodes.mp4 13.3 MB
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11.07-demo_hosting_a_swarm_service_using_ucp.mkv 109.7 MB
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05.02-demo_going_through_the_container_lifecycle.mkv 103.0 MB
03.03-demo_how_to_write_dockerfiles_(part_1).mkv 102.3 MB
09.05-disaster_management_with_swarm_cluster.mkv 101.0 MB
03.09-assignment_2.mkv 90.7 MB
03.05-demo_how_to_write_dockerfiles_(part_2).mkv 90.5 MB
04.09-demo_hosting_our_own_docker_image_registry.mkv 87.3 MB
08.03-demo_setting_up_docker_swarm_cluster_on_gcp_vms.mkv 84.5 MB
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08.02-what_is_container_orchestration_and_dockers_swarm_mode.mkv 78.4 MB
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05.05-demo_container_operations__stats_wait_diff_top.mkv 77.7 MB
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003_using_the_startup_code.mp4 28.2 MB
004_understanding_the_model.mp4 26.9 MB
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002_writing_our_first_spring_mvc_application.mp4 25.2 MB
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11.03-demo_setting_up_the_mke_cluster_(part_1)_preparing_infrastructure.mkv 111.7 MB
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