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Please note that this page does not hosts or makes available any of the listed filenames. You
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| [TGx]Downloaded from torrentgalaxy.to .txt |
585B |
| 0 |
5B |
| 01. A Primer on HTML and CSS.mp4 |
4.84MB |
| 01. A Primer on HTML and CSS.vtt |
6.07KB |
| 01. Module Overview.mp4 |
2.65MB |
| 01. Module Overview.mp4 |
2.21MB |
| 01. Module Overview.mp4 |
2.18MB |
| 01. Module Overview.mp4 |
2.13MB |
| 01. Module Overview.mp4 |
2.08MB |
| 01. Module Overview.mp4 |
2.07MB |
| 01. Module Overview.mp4 |
2.04MB |
| 01. Module Overview.mp4 |
1.99MB |
| 01. Module Overview.mp4 |
1.79MB |
| 01. Module Overview.vtt |
1.96KB |
| 01. Module Overview.vtt |
2.14KB |
| 01. Module Overview.vtt |
2.69KB |
| 01. Module Overview.vtt |
1.91KB |
| 01. Module Overview.vtt |
2.01KB |
| 01. Module Overview.vtt |
2.36KB |
| 01. Module Overview.vtt |
2.23KB |
| 01. Module Overview.vtt |
2.10KB |
| 01. Module Overview.vtt |
2.00KB |
| 01. Overview.mp4 |
923.28KB |
| 01. Overview.mp4 |
2.08MB |
| 01. Overview.vtt |
2.30KB |
| 01. Overview.vtt |
799B |
| 01. Querying with SQLAlchemy.mp4 |
1.60MB |
| 01. Querying with SQLAlchemy.vtt |
1.98KB |
| 01. Version Check.mp4 |
569.97KB |
| 01. Version Check.vtt |
7B |
| 02. Construct a Basic Pie Chart.mp4 |
11.85MB |
| 02. Construct a Basic Pie Chart.vtt |
8.83KB |
| 02. Demo - Defining and Invoking Custom Functions.mp4 |
12.81MB |
| 02. Demo - Defining and Invoking Custom Functions.vtt |
11.71KB |
| 02. Exploring Popular IDEs for Python.mp4 |
3.73MB |
| 02. Exploring Popular IDEs for Python.vtt |
4.74KB |
| 02. Introducing Big ML.mp4 |
3.89MB |
| 02. Introducing Big ML.vtt |
4.11KB |
| 02. Introducing Google Colab.mp4 |
2.80MB |
| 02. Introducing Google Colab.vtt |
2.80KB |
| 02. Introducing Jupyter Notebooks.mp4 |
5.12MB |
| 02. Introducing Jupyter Notebooks.vtt |
5.74KB |
| 02. Module Overview.mp4 |
1.82MB |
| 02. Module Overview.vtt |
1.86KB |
| 02. Picking a Database.mp4 |
5.44MB |
| 02. Picking a Database.vtt |
4.05KB |
| 02. Plotting Histograms.mp4 |
7.08MB |
| 02. Plotting Histograms.vtt |
5.76KB |
| 02. Prerequisites and Course Outline.mp4 |
1.98MB |
| 02. Prerequisites and Course Outline.mp4 |
1.81MB |
| 02. Prerequisites and Course Outline.mp4 |
1.65MB |
| 02. Prerequisites and Course Outline.vtt |
2.26KB |
| 02. Prerequisites and Course Outline.vtt |
1.91KB |
| 02. Prerequisites and Course Outline.vtt |
2.56KB |
| 02. Transactional and Analytical Processing.mp4 |
8.03MB |
| 02. Transactional and Analytical Processing.vtt |
7.21KB |
| 02. Understanding the HTML, CSS and Structure of Our Target Page.mp4 |
12.68MB |
| 02. Understanding the HTML, CSS and Structure of Our Target Page.vtt |
6.23KB |
| 03. Coming up with a Strategy for a More Complicated Web Page.mp4 |
8.09MB |
| 03. Coming up with a Strategy for a More Complicated Web Page.vtt |
3.53KB |
| 03. Connecting to Databases - Connectors and the Connection String.mp4 |
5.92MB |
| 03. Connecting to Databases - Connectors and the Connection String.vtt |
5.10KB |
| 03. Demo - Getting Started with Big ML.mp4 |
3.39MB |
| 03. Demo - Getting Started with Big ML.vtt |
2.35KB |
| 03. Demo - If Statements for Conditional Branching.mp4 |
7.95MB |
| 03. Demo - If Statements for Conditional Branching.vtt |
6.64KB |
| 03. Demo - Installing and Setting up IDLE.mp4 |
11.24MB |
| 03. Demo - Installing and Setting up IDLE.vtt |
7.31KB |
| 03. Demo - Introducing the Google Colab Interface.mp4 |
8.62MB |
| 03. Demo - Introducing the Google Colab Interface.vtt |
5.50KB |
| 03. Demo - Passing Input Arguments to Functions.mp4 |
5.47MB |
| 03. Demo - Passing Input Arguments to Functions.vtt |
4.46KB |
| 03. Demo - Windows Installing Anaconda and Running Jupyter Notebooks.mp4 |
6.71MB |
| 03. Demo - Windows Installing Anaconda and Running Jupyter Notebooks.vtt |
4.82KB |
| 03. Donut and Half Pie Charts.mp4 |
8.88MB |
| 03. Donut and Half Pie Charts.vtt |
7.40KB |
| 03. Introducing Jupyter Notebooks.mp4 |
8.89MB |
| 03. Introducing Jupyter Notebooks.vtt |
10.10KB |
| 03. Prerequisites and Course Outline.mp4 |
1.69MB |
| 03. Prerequisites and Course Outline.vtt |
2.14KB |
| 03. Pyramid Charts.mp4 |
8.36MB |
| 03. Pyramid Charts.vtt |
6.75KB |
| 03. Python for Data Analysts.mp4 |
4.50MB |
| 03. Python for Data Analysts.vtt |
4.80KB |
| 03. Python for Data Analytics.mp4 |
8.63MB |
| 03. Python for Data Analytics.vtt |
8.64KB |
| 04. Chart, Serie, and Value Configurations.mp4 |
11.23MB |
| 04. Chart, Serie, and Value Configurations.vtt |
8.49KB |
| 04. Demo - Colab Notebooks—Similar yet Different.mp4 |
4.46MB |
| 04. Demo - Colab Notebooks—Similar yet Different.vtt |
3.64KB |
| 04. Demo - Configuring Data Sources and Creating Datasets.mp4 |
21.36MB |
| 04. Demo - Configuring Data Sources and Creating Datasets.vtt |
11.80KB |
| 04. Demo - If Else Statements.mp4 |
12.00MB |
| 04. Demo - If Else Statements.vtt |
9.65KB |
| 04. Demo - Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4 |
13.24MB |
| 04. Demo - Mac OS Installing Anaconda and Running Jupyter Notebooks.vtt |
5.56KB |
| 04. Demo - Returning Values from Functions.mp4 |
9.76MB |
| 04. Demo - Returning Values from Functions.vtt |
7.60KB |
| 04. Demo - Running and Debugging Code with IDLE.mp4 |
15.68MB |
| 04. Demo - Running and Debugging Code with IDLE.vtt |
10.16KB |
| 04. Demo - Windows - Installing Anaconda and Jupyter Notebooks.mp4 |
11.95MB |
| 04. Demo - Windows - Installing Anaconda and Jupyter Notebooks.vtt |
8.38KB |
| 04. Essential Analytical Building Blocks.mp4 |
7.42MB |
| 04. Essential Analytical Building Blocks.vtt |
7.62KB |
| 04. Python Development Environments.mp4 |
7.03MB |
| 04. Python Development Environments.vtt |
7.61KB |
| 04. Python for Data Analysts.mp4 |
9.43MB |
| 04. Python for Data Analysts.vtt |
9.64KB |
| 04. Querying with SQL.mp4 |
2.17MB |
| 04. Querying with SQL.vtt |
1.54KB |
| 04. Using BeautifulSoup4 to Navigate Our Scraped Data.mp4 |
15.59MB |
| 04. Using BeautifulSoup4 to Navigate Our Scraped Data.vtt |
5.26KB |
| 04. Visualizing Distributions with Box Plots.mp4 |
11.41MB |
| 04. Visualizing Distributions with Box Plots.vtt |
8.26KB |
| 05. Constructing a Map Visualization.mp4 |
12.78MB |
| 05. Constructing a Map Visualization.vtt |
9.80KB |
| 05. Defining Styles and Configs.mp4 |
10.69MB |
| 05. Defining Styles and Configs.vtt |
9.35KB |
| 05. Demo - Data Preparation and Visualization.mp4 |
15.17MB |
| 05. Demo - Data Preparation and Visualization.vtt |
9.80KB |
| 05. Demo - Installing Anaconda Python on MacOS.mp4 |
9.09MB |
| 05. Demo - Installing Anaconda Python on MacOS.vtt |
7.50KB |
| 05. Demo - Installing Eclipse and Setting up the PyDev Plugin.mp4 |
13.34MB |
| 05. Demo - Installing Eclipse and Setting up the PyDev Plugin.vtt |
7.06KB |
| 05. Demo - Installing the Python 2 Kernel along with Python 3.mp4 |
8.53MB |
| 05. Demo - Installing the Python 2 Kernel along with Python 3.vtt |
4.95KB |
| 05. Demo - Interactive Forms.mp4 |
9.61MB |
| 05. Demo - Interactive Forms.vtt |
9.08KB |
| 05. Demo - Reassignment of Variables within Functions.mp4 |
13.05MB |
| 05. Demo - Reassignment of Variables within Functions.vtt |
8.77KB |
| 05. Demo - Using if with Lists and Dictionary Elements.mp4 |
5.29MB |
| 05. Demo - Using if with Lists and Dictionary Elements.vtt |
3.89KB |
| 05. Demo - Windows - Installing Jupyter Notebooks Using Pip.mp4 |
10.76MB |
| 05. Demo - Windows - Installing Jupyter Notebooks Using Pip.vtt |
6.74KB |
| 05. Extracting Information from a Scraped Division.mp4 |
9.15MB |
| 05. Extracting Information from a Scraped Division.vtt |
4.24KB |
| 05. Object-relational Mapper (ORM) and Classical Mapping.mp4 |
5.59MB |
| 05. Object-relational Mapper (ORM) and Classical Mapping.vtt |
5.24KB |
| 05. Python Packages.mp4 |
6.37MB |
| 05. Python Packages.vtt |
6.11KB |
| 05. Python Resources for Analysts.mp4 |
6.77MB |
| 05. Python Resources for Analysts.vtt |
7.90KB |
| 06. Demo - Accessing Google Drive Contents from Colab.mp4 |
4.96MB |
| 06. Demo - Accessing Google Drive Contents from Colab.vtt |
3.48KB |
| 06. Demo - Executing Code in Jupyter.mp4 |
6.60MB |
| 06. Demo - Executing Code in Jupyter.vtt |
5.90KB |
| 06. Demo - Exploring Online Resources.mp4 |
24.22MB |
| 06. Demo - Exploring Online Resources.vtt |
9.49KB |
| 06. Demo - If-elif for Multiple Conditional Checks.mp4 |
6.35MB |
| 06. Demo - If-elif for Multiple Conditional Checks.vtt |
4.56KB |
| 06. Demo - Installing Anaconda Python on Windows.mp4 |
8.91MB |
| 06. Demo - Installing Anaconda Python on Windows.vtt |
6.21KB |
| 06. Demo - MacOS - Installing Anaconda and Jupyter Notebooks.mp4 |
14.80MB |
| 06. Demo - MacOS - Installing Anaconda and Jupyter Notebooks.vtt |
8.25KB |
| 06. Demo - Modification of Complex Types within Functions.mp4 |
6.78MB |
| 06. Demo - Modification of Complex Types within Functions.vtt |
4.67KB |
| 06. Demo - Running and Debugging Code with Eclipse.mp4 |
18.37MB |
| 06. Demo - Running and Debugging Code with Eclipse.vtt |
9.60KB |
| 06. Demo - Splitting into Training and Test Subsets.mp4 |
4.91MB |
| 06. Demo - Splitting into Training and Test Subsets.vtt |
2.63KB |
| 06. Demo - Windows - Installing Python and Using Pip to Install Packages.mp4 |
8.27MB |
| 06. Demo - Windows - Installing Python and Using Pip to Install Packages.vtt |
6.10KB |
| 06. Generating Radar Plots.mp4 |
13.12MB |
| 06. Generating Radar Plots.vtt |
9.75KB |
| 06. Introducing Line and Datetimeline Charts.mp4 |
10.17MB |
| 06. Introducing Line and Datetimeline Charts.vtt |
7.72KB |
| 06. The Declarative API.mp4 |
10.92MB |
| 06. The Declarative API.vtt |
9.21KB |
| 06. Using Selectors as an Alternative to the Find Method.mp4 |
6.10MB |
| 06. Using Selectors as an Alternative to the Find Method.vtt |
3.60KB |
| 07. Advice and Strategy for Scraping.mp4 |
2.01MB |
| 07. Advice and Strategy for Scraping.vtt |
2.67KB |
| 07. Constructing a Funnel Visualization.mp4 |
7.92MB |
| 07. Constructing a Funnel Visualization.vtt |
5.84KB |
| 07. Demo - Building Models.mp4 |
12.31MB |
| 07. Demo - Building Models.vtt |
7.89KB |
| 07. Demo - Installing and Setting up PyCharm.mp4 |
11.39MB |
| 07. Demo - Installing and Setting up PyCharm.vtt |
6.60KB |
| 07. Demo - Invoking Functions with Keyword Arguments.mp4 |
10.57MB |
| 07. Demo - Invoking Functions with Keyword Arguments.vtt |
8.29KB |
| 07. Demo - Iterating over List Elements Using a For Loop.mp4 |
8.11MB |
| 07. Demo - Iterating over List Elements Using a For Loop.vtt |
7.11KB |
| 07. Demo - MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Instal.mp4 |
13.64MB |
| 07. Demo - MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Instal.vtt |
5.80KB |
| 07. Demo - MacOS - Using Brew to Install Python 3.mp4 |
9.30MB |
| 07. Demo - MacOS - Using Brew to Install Python 3.vtt |
5.53KB |
| 07. Demo - Restarting and Switching Kernels.mp4 |
9.62MB |
| 07. Demo - Restarting and Switching Kernels.vtt |
6.69KB |
| 07. Demo - Simple Expressions.mp4 |
11.00MB |
| 07. Demo - Simple Expressions.vtt |
9.42KB |
| 07. Demo - Widgets.mp4 |
10.59MB |
| 07. Demo - Widgets.vtt |
8.22KB |
| 07. More Querying and Database Functions.mp4 |
11.98MB |
| 07. More Querying and Database Functions.vtt |
6.69KB |
| 07. Plotting Real Data with Line and Dateline Charts.mp4 |
9.38MB |
| 07. Plotting Real Data with Line and Dateline Charts.vtt |
6.67KB |
| 07. Workflows in Data Analytics.mp4 |
7.50MB |
| 07. Workflows in Data Analytics.vtt |
7.79KB |
| 08. Building the Scraper Module Using PyCharm.mp4 |
14.68MB |
| 08. Building the Scraper Module Using PyCharm.vtt |
6.15KB |
| 08. Creating Gauge Plots.mp4 |
10.19MB |
| 08. Creating Gauge Plots.vtt |
7.81KB |
| 08. Demo - Assigning Default Values for Input Arguments.mp4 |
5.50MB |
| 08. Demo - Assigning Default Values for Input Arguments.vtt |
3.67KB |
| 08. Demo - Building a Regression Model.mp4 |
11.70MB |
| 08. Demo - Building a Regression Model.vtt |
8.50KB |
| 08. Demo - Cleaning Data.mp4 |
11.14MB |
| 08. Demo - Cleaning Data.vtt |
8.28KB |
| 08. Demo - Evaluating Models.mp4 |
4.54MB |
| 08. Demo - Evaluating Models.vtt |
2.62KB |
| 08. Demo - Exploring Magic Commands.mp4 |
9.75MB |
| 08. Demo - Exploring Magic Commands.vtt |
7.25KB |
| 08. Demo - Logical Operations.mp4 |
8.47MB |
| 08. Demo - Logical Operations.vtt |
6.78KB |
| 08. Demo - MacOS - Using Pip to Install Packages.mp4 |
7.68MB |
| 08. Demo - MacOS - Using Pip to Install Packages.vtt |
5.95KB |
| 08. Demo - Running and Debugging Code with PyCharm.mp4 |
18.44MB |
| 08. Demo - Running and Debugging Code with PyCharm.vtt |
9.29KB |
| 08. Demo - Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4 |
9.73MB |
| 08. Demo - Running Jupyter Notebooks and Jupyter Lab in Docker Containers.vtt |
7.50KB |
| 08. Demo - Using For Loops with the Range Function.mp4 |
5.24MB |
| 08. Demo - Using For Loops with the Range Function.vtt |
4.58KB |
| 08. Introducing XY Plots.mp4 |
6.83MB |
| 08. Introducing XY Plots.vtt |
5.71KB |
| 08. Using Joins.mp4 |
2.06MB |
| 08. Using Joins.vtt |
1.79KB |
| 09. Dealing with Missing Data during the Scrape.mp4 |
9.31MB |
| 09. Dealing with Missing Data during the Scrape.vtt |
2.00KB |
| 09. Demo - Batch and Individual Predictions.mp4 |
14.15MB |
| 09. Demo - Batch and Individual Predictions.vtt |
8.04KB |
| 09. Demo - First Class Functions.mp4 |
12.12MB |
| 09. Demo - First Class Functions.vtt |
9.75KB |
| 09. Demo - Installing and Working with Virtual Environments.mp4 |
7.27MB |
| 09. Demo - Installing and Working with Virtual Environments.vtt |
5.17KB |
| 09. Demo - Integrating with Github.mp4 |
5.88MB |
| 09. Demo - Integrating with Github.vtt |
3.21KB |
| 09. Demo - Iterating over Dictionary Elements Using a For Loop.mp4 |
3.94MB |
| 09. Demo - Iterating over Dictionary Elements Using a For Loop.vtt |
3.11KB |
| 09. Demo - Line Magic and Cell Magic Commands.mp4 |
8.13MB |
| 09. Demo - Line Magic and Cell Magic Commands.vtt |
6.08KB |
| 09. Demo - MacOS - Installing Jupyter Lab Using Pip.mp4 |
12.84MB |
| 09. Demo - MacOS - Installing Jupyter Lab Using Pip.vtt |
7.28KB |
| 09. Demo - Summary Statistics and Basic Analysis.mp4 |
4.94MB |
| 09. Demo - Summary Statistics and Basic Analysis.vtt |
3.57KB |
| 09. Demo - Variables.mp4 |
9.89MB |
| 09. Demo - Variables.vtt |
8.32KB |
| 09. Demo - Working with Spyder.mp4 |
18.30MB |
| 09. Demo - Working with Spyder.vtt |
9.46KB |
| 09. Exploring Real Data with XY Plots.mp4 |
12.79MB |
| 09. Exploring Real Data with XY Plots.vtt |
9.21KB |
| 09. Solid Gauge Plots.mp4 |
7.01MB |
| 09. Solid Gauge Plots.vtt |
5.82KB |
| 09. Working with Hierarchical Tables.mp4 |
3.39MB |
| 09. Working with Hierarchical Tables.vtt |
2.86KB |
| 1 |
23B |
| 1. Course and Module Introduction.mp4 |
2.73MB |
| 1. Course and Module Introduction.vtt |
2.68KB |
| 1. Course Overview.mp4 |
4.55MB |
| 1. Course Overview.mp4 |
4.36MB |
| 1. Course Overview.mp4 |
4.30MB |
| 1. Course Overview.mp4 |
4.22MB |
| 1. Course Overview.mp4 |
4.16MB |
| 1. Course Overview.mp4 |
3.97MB |
| 1. Course Overview.mp4 |
3.88MB |
| 1. Course Overview.mp4 |
3.69MB |
| 1. Course Overview.mp4 |
3.47MB |
| 1. Course Overview.mp4 |
3.31MB |
| 1. Course Overview.mp4 |
3.14MB |
| 1. Course Overview.vtt |
2.84KB |
| 1. Course Overview.vtt |
2.64KB |
| 1. Course Overview.vtt |
2.93KB |
| 1. Course Overview.vtt |
3.17KB |
| 1. Course Overview.vtt |
2.28KB |
| 1. Course Overview.vtt |
2.99KB |
| 1. Course Overview.vtt |
2.81KB |
| 1. Course Overview.vtt |
2.63KB |
| 1. Course Overview.vtt |
2.43KB |
| 1. Course Overview.vtt |
2.42KB |
| 1. Course Overview.vtt |
2.31KB |
| 1. Creating Databases with SQLAlchemy.mp4 |
1.46MB |
| 1. Creating Databases with SQLAlchemy.vtt |
1.70KB |
| 1. Exporting Scraped Data to a CSV File.mp4 |
7.79MB |
| 1. Exporting Scraped Data to a CSV File.vtt |
3.29KB |
| 1. Final Takeaway.mp4 |
3.04MB |
| 1. Final Takeaway.mp4 |
2.85MB |
| 1. Final Takeaway.vtt |
3.22KB |
| 1. Final Takeaway.vtt |
3.02KB |
| 1. General Strategies for Scraping Web Pages.mp4 |
3.42MB |
| 1. General Strategies for Scraping Web Pages.vtt |
3.78KB |
| 1. Importing CSV Data into Python Using csv and pandas.mp4 |
1.54MB |
| 1. Importing CSV Data into Python Using csv and pandas.vtt |
1.21KB |
| 1. Importing Data into Python from Common Binary Data File Formats.mp4 |
1.07MB |
| 1. Importing Data into Python from Common Binary Data File Formats.vtt |
1.21KB |
| 1. Importing Data into Python from Excel Files.mp4 |
1.80MB |
| 1. Importing Data into Python from Excel Files.vtt |
2.08KB |
| 1. Importing Data into Python from JSON and XML Files.mp4 |
2.62MB |
| 1. Importing Data into Python from JSON and XML Files.vtt |
1.91KB |
| 1. Importing Data into Python from Relational Databases.mp4 |
1.77MB |
| 1. Importing Data into Python from Relational Databases.vtt |
1.45KB |
| 1. Importing Text Data into Python Using NumPy.mp4 |
15.31MB |
| 1. Importing Text Data into Python Using NumPy.vtt |
8.04KB |
| 1. Improving Your Productivity Programming in Python with an IDE.mp4 |
21.35MB |
| 1. Improving Your Productivity Programming in Python with an IDE.vtt |
13.87KB |
| 1. Introduction.mp4 |
3.55MB |
| 1. Introduction.mp4 |
2.67MB |
| 1. Introduction.mp4 |
2.21MB |
| 1. Introduction.mp4 |
1.56MB |
| 1. Introduction.vtt |
4.02KB |
| 1. Introduction.vtt |
3.21KB |
| 1. Introduction.vtt |
3.13KB |
| 1. Introduction.vtt |
1.99KB |
| 1. Leveraging a Python IDE for Data Science.mp4 |
4.24MB |
| 1. Leveraging a Python IDE for Data Science.vtt |
4.20KB |
| 1. Manipulating Databases with SQLAlchemy.mp4 |
1.20MB |
| 1. Manipulating Databases with SQLAlchemy.vtt |
1.54KB |
| 1. Module Introduction.mp4 |
1.69MB |
| 1. Module Introduction.mp4 |
1.59MB |
| 1. Module Introduction.mp4 |
1.36MB |
| 1. Module Introduction.mp4 |
1.16MB |
| 1. Module Introduction.vtt |
1.14KB |
| 1. Module Introduction.vtt |
1.73KB |
| 1. Module Introduction.vtt |
1.71KB |
| 1. Module Introduction.vtt |
1.22KB |
| 1. Module Overview.mp4 |
3.17MB |
| 1. Module Overview.mp4 |
2.41MB |
| 1. Module Overview.mp4 |
2.15MB |
| 1. Module Overview.mp4 |
2.08MB |
| 1. Module Overview.mp4 |
2.03MB |
| 1. Module Overview.mp4 |
1.91MB |
| 1. Module Overview.vtt |
2.69KB |
| 1. Module Overview.vtt |
2.06KB |
| 1. Module Overview.vtt |
1.92KB |
| 1. Module Overview.vtt |
2.19KB |
| 1. Module Overview.vtt |
2.17KB |
| 1. Module Overview.vtt |
3.51KB |
| 1. Overview.mp4 |
2.18MB |
| 1. Overview.mp4 |
1.24MB |
| 1. Overview.vtt |
1.98KB |
| 1. Overview.vtt |
1.32KB |
| 1. Programming Python Using an IDE! But Why And Which One.mp4 |
18.67MB |
| 1. Programming Python Using an IDE! But Why And Which One.vtt |
8.15KB |
| 1. Up and Running with SQLAlchemy.mp4 |
3.81MB |
| 1. Up and Running with SQLAlchemy.vtt |
4.10KB |
| 10 |
651.15KB |
| 10. Constructing a Dot Plot.mp4 |
12.80MB |
| 10. Constructing a Dot Plot.vtt |
9.98KB |
| 10. Demo - Basic Types and Type Conversions.mp4 |
7.52MB |
| 10. Demo - Basic Types and Type Conversions.vtt |
6.72KB |
| 10. Demo - Clustering.mp4 |
11.78MB |
| 10. Demo - Clustering.vtt |
7.92KB |
| 10. Demo - Conditional Looping Using While Loops.mp4 |
14.14MB |
| 10. Demo - Conditional Looping Using While Loops.vtt |
12.33KB |
| 10. Demo - Editing a Python Script Using Nano and Vim.mp4 |
5.40MB |
| 10. Demo - Editing a Python Script Using Nano and Vim.vtt |
5.19KB |
| 10. Demo - Exploring Interactive Widgets.mp4 |
8.76MB |
| 10. Demo - Exploring Interactive Widgets.vtt |
5.89KB |
| 10. Demo - Visualizing Relationships in Data.mp4 |
9.62MB |
| 10. Demo - Visualizing Relationships in Data.vtt |
6.26KB |
| 10. Module Summary.mp4 |
2.03MB |
| 10. Module Summary.mp4 |
1.99MB |
| 10. Module Summary.mp4 |
1.99MB |
| 10. Module Summary.vtt |
2.30KB |
| 10. Module Summary.vtt |
2.27KB |
| 10. Module Summary.vtt |
2.25KB |
| 10. Refactoring Our Code and Caching Our Scraped Data.mp4 |
9.81MB |
| 10. Refactoring Our Code and Caching Our Scraped Data.vtt |
2.46KB |
| 10. Summary.mp4 |
1020.47KB |
| 10. Summary.vtt |
931B |
| 10. Summary and Further Study.mp4 |
2.35MB |
| 10. Summary and Further Study.vtt |
2.56KB |
| 10. Takeaway.mp4 |
1.92MB |
| 10. Takeaway.vtt |
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663.92KB |
| 11. Adding a Test to Verify Our Regular Expression Processing.mp4 |
14.02MB |
| 11. Adding a Test to Verify Our Regular Expression Processing.vtt |
8.22KB |
| 11. Demo - Anomaly Detection.mp4 |
7.97MB |
| 11. Demo - Anomaly Detection.vtt |
4.22KB |
| 11. Demo - Break.mp4 |
7.56MB |
| 11. Demo - Break.vtt |
6.61KB |
| 11. Demo - Editing a Python Script Using SublimeText.mp4 |
6.71MB |
| 11. Demo - Editing a Python Script Using SublimeText.vtt |
4.52KB |
| 11. Demo - Sharing Visualizations Online Using Plotly.mp4 |
12.55MB |
| 11. Demo - Sharing Visualizations Online Using Plotly.vtt |
6.81KB |
| 11. Demo - Simple Strings and Multi-line Strings.mp4 |
6.51MB |
| 11. Demo - Simple Strings and Multi-line Strings.vtt |
5.66KB |
| 11. Demo - Wrangling and Visualizing Data.mp4 |
10.37MB |
| 11. Demo - Wrangling and Visualizing Data.vtt |
7.53KB |
| 11. Representing Negative Values in a Dot Plot.mp4 |
4.28MB |
| 11. Representing Negative Values in a Dot Plot.vtt |
3.60KB |
| 110 |
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| 12 |
357.34KB |
| 12. Building a Treemap Visualization.mp4 |
11.25MB |
| 12. Building a Treemap Visualization.vtt |
9.49KB |
| 12. Demo - Continue and Pass.mp4 |
7.29MB |
| 12. Demo - Continue and Pass.vtt |
6.28KB |
| 12. Demo - Prototyping a Classifier.mp4 |
5.56MB |
| 12. Demo - Prototyping a Classifier.vtt |
4.42KB |
| 12. Demo - Using Online Editors to Write Python Code.mp4 |
7.02MB |
| 12. Demo - Using Online Editors to Write Python Code.vtt |
5.68KB |
| 12. Module Summary.mp4 |
2.20MB |
| 12. Module Summary.mp4 |
2.01MB |
| 12. Module Summary.mp4 |
1.80MB |
| 12. Module Summary.vtt |
2.26KB |
| 12. Module Summary.vtt |
1.86KB |
| 12. Module Summary.vtt |
2.08KB |
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335.00KB |
| 13. Demo - Writing a Python Script for a Classification Model.mp4 |
15.20MB |
| 13. Demo - Writing a Python Script for a Classification Model.vtt |
11.91KB |
| 13. Module Summary.mp4 |
2.34MB |
| 13. Module Summary.mp4 |
1.89MB |
| 13. Module Summary.vtt |
2.38KB |
| 13. Module Summary.vtt |
1.89KB |
| 13. Summary.mp4 |
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| 14. Module Summary.mp4 |
1.80MB |
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1.82KB |
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| 2 |
105B |
| 2. Code Editors vs. Integrated Development Environments.mp4 |
3.36MB |
| 2. Code Editors vs. Integrated Development Environments.vtt |
3.76KB |
| 2. Creating Databases.mp4 |
3.22MB |
| 2. Creating Databases.vtt |
3.19KB |
| 2. Customizing IDEs.mp4 |
22.75MB |
| 2. Customizing IDEs.vtt |
10.23KB |
| 2. Demo - Analyzing and Visualizing Data.mp4 |
14.82MB |
| 2. Demo - Analyzing and Visualizing Data.vtt |
10.97KB |
| 2. Demo - Exploring the Notebook Interface.mp4 |
12.16MB |
| 2. Demo - Exploring the Notebook Interface.vtt |
10.45KB |
| 2. Demo - Introducing Built-in Functions.mp4 |
11.45MB |
| 2. Demo - Introducing Built-in Functions.vtt |
10.23KB |
| 2. Demo - Working with the Math Module.mp4 |
5.22MB |
| 2. Demo - Working with the Math Module.vtt |
4.57KB |
| 2. Direct Filtering with Square Brackets.mp4 |
9.27MB |
| 2. Direct Filtering with Square Brackets.vtt |
3.43KB |
| 2. Dropping Columns.mp4 |
11.10MB |
| 2. Dropping Columns.vtt |
3.42KB |
| 2. Getting a Data Overview with Pandas.mp4 |
6.35MB |
| 2. Getting a Data Overview with Pandas.vtt |
4.17KB |
| 2. Importing CSV Files Using the Python csv Module.mp4 |
17.37MB |
| 2. Importing CSV Files Using the Python csv Module.vtt |
8.64KB |
| 2. Importing Data into Python from JSON Using the JSON Library.mp4 |
39.38MB |
| 2. Importing Data into Python from JSON Using the JSON Library.vtt |
13.86KB |
| 2. Importing Excel Files Using pandas.mp4 |
22.44MB |
| 2. Importing Excel Files Using pandas.vtt |
13.68KB |
| 2. Importing Flat Files and Numeric Data Using NumPy.mp4 |
17.00MB |
| 2. Importing Flat Files and Numeric Data Using NumPy.vtt |
10.45KB |
| 2. Importing sqlite Database Files.mp4 |
8.64MB |
| 2. Importing sqlite Database Files.vtt |
6.60KB |
| 2. Installing and Importing SQLAlchemy.mp4 |
5.83MB |
| 2. Installing and Importing SQLAlchemy.vtt |
4.65KB |
| 2. Introducing Pygal.mp4 |
5.06MB |
| 2. Introducing Pygal.vtt |
5.41KB |
| 2. Introduction to Data Reshaping.mp4 |
3.70MB |
| 2. Introduction to Data Reshaping.vtt |
3.89KB |
| 2. Jupyter on the Cloud.mp4 |
5.61MB |
| 2. Jupyter on the Cloud.vtt |
5.94KB |
| 2. Leveraging Data Science and Scientific Tools in PyCharm.mp4 |
5.38MB |
| 2. Leveraging Data Science and Scientific Tools in PyCharm.vtt |
4.17KB |
| 2. Normalizing Data - What and Why.mp4 |
3.13MB |
| 2. Normalizing Data - What and Why.vtt |
2.76KB |
| 2. One-hot Encoding.mp4 |
3.74MB |
| 2. One-hot Encoding.vtt |
3.90KB |
| 2. Reading SAS Files with pandas.mp4 |
6.64MB |
| 2. Reading SAS Files with pandas.vtt |
4.64KB |
| 2. Rendering Charts to Image Files.mp4 |
15.55MB |
| 2. Rendering Charts to Image Files.vtt |
9.13KB |
| 2. Reviewing Our Target Auto-MPG Web Page.mp4 |
11.63MB |
| 2. Reviewing Our Target Auto-MPG Web Page.vtt |
6.63KB |
| 2. Running Hosted Jupyter Notebooks on the Cloud.mp4 |
5.95MB |
| 2. Running Hosted Jupyter Notebooks on the Cloud.vtt |
6.51KB |
| 2. Software and Course Prerequisites.mp4 |
2.03MB |
| 2. Software and Course Prerequisites.vtt |
1.76KB |
| 2. Stripping White Space.mp4 |
6.06MB |
| 2. Stripping White Space.vtt |
2.41KB |
| 2. The GroupBy Function.mp4 |
3.28MB |
| 2. The GroupBy Function.vtt |
3.46KB |
| 2. Updating Data in a Database.mp4 |
6.60MB |
| 2. Updating Data in a Database.vtt |
6.66KB |
| 2. Viewing and Converting Types.mp4 |
9.94MB |
| 2. Viewing and Converting Types.vtt |
5.13KB |
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21B |
| 3. Aggregating Data.mp4 |
8.80MB |
| 3. Aggregating Data.vtt |
3.99KB |
| 3. Changing Column Casing.mp4 |
5.87MB |
| 3. Changing Column Casing.vtt |
2.86KB |
| 3. Concatenating Datasets.mp4 |
11.55MB |
| 3. Concatenating Datasets.vtt |
8.14KB |
| 3. Correlated Updates.mp4 |
1.73MB |
| 3. Correlated Updates.vtt |
1.65KB |
| 3. Creating Tables.mp4 |
4.92MB |
| 3. Creating Tables.vtt |
3.48KB |
| 3. Data Indexing with .loc.mp4 |
8.56MB |
| 3. Data Indexing with .loc.vtt |
3.51KB |
| 3. Demo - Convert Categorical Values Using One-hot Encoding.mp4 |
6.14MB |
| 3. Demo - Convert Categorical Values Using One-hot Encoding.vtt |
4.03KB |
| 3. Demo - Creating and Working with Notebook Instances on Amazon SageMaker.mp4 |
13.42MB |
| 3. Demo - Creating and Working with Notebook Instances on Amazon SageMaker.vtt |
8.48KB |
| 3. Demo - Exploring Interactive Widgets.mp4 |
14.77MB |
| 3. Demo - Exploring Interactive Widgets.vtt |
11.60KB |
| 3. Demo - Getting Started with Azure Notebooks.mp4 |
9.26MB |
| 3. Demo - Getting Started with Azure Notebooks.vtt |
6.34KB |
| 3. Demo - Introducing NumPy.mp4 |
7.92MB |
| 3. Demo - Introducing NumPy.vtt |
6.58KB |
| 3. Demo - Restarting the Kernel.mp4 |
8.91MB |
| 3. Demo - Restarting the Kernel.vtt |
6.44KB |
| 3. Demo - String Functions, Return Values, and Nested Function Invocations.mp4 |
10.92MB |
| 3. Demo - String Functions, Return Values, and Nested Function Invocations.vtt |
9.83KB |
| 3. Demo - Why and How to Use the GroupBy Function.mp4 |
8.62MB |
| 3. Demo - Why and How to Use the GroupBy Function.vtt |
5.40KB |
| 3. Exploratory Data Analysis Strategy.mp4 |
8.29MB |
| 3. Exploratory Data Analysis Strategy.vtt |
6.32KB |
| 3. Features That Improve Productivity Coding with an IDE.mp4 |
19.65MB |
| 3. Features That Improve Productivity Coding with an IDE.vtt |
10.80KB |
| 3. Importing Data into Python from XML Using the ElementTree XML API.mp4 |
17.70MB |
| 3. Importing Data into Python from XML Using the ElementTree XML API.vtt |
7.19KB |
| 3. Importing Text and CSV Files Using pandas.mp4 |
36.17MB |
| 3. Importing Text and CSV Files Using pandas.vtt |
23.66KB |
| 3. Loading Data Using SQLAlchemy.mp4 |
6.59MB |
| 3. Loading Data Using SQLAlchemy.vtt |
6.00KB |
| 3. Overview of Available Code Editors for Python.mp4 |
28.95MB |
| 3. Overview of Available Code Editors for Python.vtt |
17.36KB |
| 3. Reading Stata Files with pandas.mp4 |
5.16MB |
| 3. Reading Stata Files with pandas.vtt |
2.68KB |
| 3. Rendering Charts to Specialized Formats.mp4 |
15.77MB |
| 3. Rendering Charts to Specialized Formats.vtt |
5.63KB |
| 3. Replacing Bad Data with NaN.mp4 |
13.03MB |
| 3. Replacing Bad Data with NaN.vtt |
5.77KB |
| 3. Reshape Long Data to Wide Data with the Pivot Function.mp4 |
6.10MB |
| 3. Reshape Long Data to Wide Data with the Pivot Function.vtt |
3.31KB |
| 3. Simple Feature Scaling.mp4 |
3.48MB |
| 3. Simple Feature Scaling.vtt |
2.08KB |
| 3. Taking Advantage of pandas DataFrames When Querying sqlite.mp4 |
3.41MB |
| 3. Taking Advantage of pandas DataFrames When Querying sqlite.vtt |
2.28KB |
| 3. The Complicated Difference between Dynamic and Static Web Pages.mp4 |
6.01MB |
| 3. The Complicated Difference between Dynamic and Static Web Pages.vtt |
4.64KB |
| 3. Vector and Raster Images.mp4 |
7.75MB |
| 3. Vector and Raster Images.vtt |
6.58KB |
| 3. Working with an IDE Built for Scientific Python - Spyder.mp4 |
4.86MB |
| 3. Working with an IDE Built for Scientific Python - Spyder.vtt |
2.55KB |
| 30 |
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| 4 |
21B |
| 4. Configuring Python Features for Specific Code Editors.mp4 |
29.73MB |
| 4. Configuring Python Features for Specific Code Editors.vtt |
18.00KB |
| 4. Create Dummy Variables with Pandas.mp4 |
4.87MB |
| 4. Create Dummy Variables with Pandas.vtt |
4.23KB |
| 4. Deleting Data from a Database.mp4 |
3.41MB |
| 4. Deleting Data from a Database.vtt |
3.46KB |
| 4. Demo - Adding Interactivity to Custom Functions.mp4 |
14.20MB |
| 4. Demo - Adding Interactivity to Custom Functions.vtt |
10.54KB |
| 4. Demo - Analyzing and Visualizing Data on Azure Notebooks.mp4 |
17.90MB |
| 4. Demo - Analyzing and Visualizing Data on Azure Notebooks.vtt |
7.12KB |
| 4. Demo - Customizing Shortcuts.mp4 |
9.51MB |
| 4. Demo - Customizing Shortcuts.vtt |
4.97KB |
| 4. Demo - Introducing Lists.mp4 |
8.94MB |
| 4. Demo - Introducing Lists.vtt |
7.78KB |
| 4. Demo - Introducing Pandas.mp4 |
4.48MB |
| 4. Demo - Introducing Pandas.vtt |
3.65KB |
| 4. Demo - Uploading Notebooks to SageMaker and Using the Terminal Window.mp4 |
8.63MB |
| 4. Demo - Uploading Notebooks to SageMaker and Using the Terminal Window.vtt |
3.43KB |
| 4. Filling Missing Data with a Value.mp4 |
5.39MB |
| 4. Filling Missing Data with a Value.vtt |
2.00KB |
| 4. Filter and Transform with GroupBy.mp4 |
5.47MB |
| 4. Filter and Transform with GroupBy.vtt |
3.57KB |
| 4. Merging Datasets.mp4 |
6.99MB |
| 4. Merging Datasets.vtt |
6.00KB |
| 4. Min-max Scaling.mp4 |
3.44MB |
| 4. Min-max Scaling.vtt |
2.35KB |
| 4. Normalizing Data.mp4 |
8.05MB |
| 4. Normalizing Data.vtt |
3.99KB |
| 4. Organizing, Navigating, Refactoring, and Styling Code.mp4 |
31.56MB |
| 4. Organizing, Navigating, Refactoring, and Styling Code.vtt |
13.31KB |
| 4. Primary Keys, Constraints, and Data Defaults.mp4 |
9.35MB |
| 4. Primary Keys, Constraints, and Data Defaults.vtt |
7.69KB |
| 4. PyQuery and Pygal.mp4 |
12.83MB |
| 4. PyQuery and Pygal.vtt |
6.74KB |
| 4. Reading HDF5 Files.mp4 |
6.54MB |
| 4. Reading HDF5 Files.vtt |
3.97KB |
| 4. Renaming Columns.mp4 |
10.31MB |
| 4. Renaming Columns.vtt |
4.12KB |
| 4. Reshape Wide Data to Long Using the Melt Function.mp4 |
3.58MB |
| 4. Reshape Wide Data to Long Using the Melt Function.vtt |
2.61KB |
| 4. Reviewing Our Hypothesis.mp4 |
6.35MB |
| 4. Reviewing Our Hypothesis.vtt |
5.60KB |
| 4. The SVG Format.mp4 |
4.46MB |
| 4. The SVG Format.vtt |
5.50KB |
| 4. Using .iloc to Access Specific Rows or Columns.mp4 |
9.93MB |
| 4. Using .iloc to Access Specific Rows or Columns.vtt |
3.96KB |
| 4. Using Jupyter Notebook for Data Science.mp4 |
8.06MB |
| 4. Using Jupyter Notebook for Data Science.vtt |
5.20KB |
| 4. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4 |
4.21MB |
| 4. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.vtt |
4.15KB |
| 4. Working with Databases Using SQLAlchemy.mp4 |
8.11MB |
| 4. Working with Databases Using SQLAlchemy.vtt |
6.97KB |
| 40 |
882.96KB |
| 41 |
1002.94KB |
| 42 |
365.42KB |
| 43 |
596.77KB |
| 44 |
672.51KB |
| 45 |
776.13KB |
| 46 |
905.54KB |
| 47 |
968.85KB |
| 48 |
996.66KB |
| 49 |
166.63KB |
| 5 |
2B |
| 5. Building Sparklines.mp4 |
5.41MB |
| 5. Building Sparklines.vtt |
4.95KB |
| 5. Create Frequency Table with the Crosstab Function.mp4 |
7.88MB |
| 5. Create Frequency Table with the Crosstab Function.vtt |
5.55KB |
| 5. Deleting Tables.mp4 |
1.97MB |
| 5. Deleting Tables.vtt |
2.23KB |
| 5. Demo - Exploring and Working with Azure Notebooks.mp4 |
9.94MB |
| 5. Demo - Exploring and Working with Azure Notebooks.vtt |
5.06KB |
| 5. Demo - Grouping Multi-index Data.mp4 |
4.42MB |
| 5. Demo - Grouping Multi-index Data.vtt |
2.99KB |
| 5. Demo - List Slicing Operations and List Functions.mp4 |
7.78MB |
| 5. Demo - List Slicing Operations and List Functions.vtt |
6.49KB |
| 5. Demo - Notebook Limits and Shutting down Kernels.mp4 |
9.27MB |
| 5. Demo - Notebook Limits and Shutting down Kernels.vtt |
6.34KB |
| 5. Demo - Save, Checkpoint, and Export Notebooks.mp4 |
4.10MB |
| 5. Demo - Save, Checkpoint, and Export Notebooks.vtt |
3.74KB |
| 5. Demo - Setting up and Connecting to Cloud Datalab on the GCP.mp4 |
14.51MB |
| 5. Demo - Setting up and Connecting to Cloud Datalab on the GCP.vtt |
8.46KB |
| 5. Demo - Working with the Command Line Processes and Environment Variables.mp4 |
16.28MB |
| 5. Demo - Working with the Command Line Processes and Environment Variables.vtt |
10.75KB |
| 5. Dropping Rows of Data.mp4 |
9.34MB |
| 5. Dropping Rows of Data.vtt |
5.10KB |
| 5. Filtering Data with str.contains.mp4 |
12.59MB |
| 5. Filtering Data with str.contains.vtt |
5.19KB |
| 5. Importing Data from Relational Databases with pandas (MySQL).mp4 |
8.52MB |
| 5. Importing Data from Relational Databases with pandas (MySQL).vtt |
5.94KB |
| 5. Inserting Data - Single and Multiple Rows.mp4 |
6.14MB |
| 5. Inserting Data - Single and Multiple Rows.vtt |
5.86KB |
| 5. Install Pygal.mp4 |
8.33MB |
| 5. Install Pygal.vtt |
8.45KB |
| 5. Investigating Relationships between MPG and Weight.mp4 |
7.40MB |
| 5. Investigating Relationships between MPG and Weight.vtt |
5.20KB |
| 5. Merge Keys.mp4 |
4.93MB |
| 5. Merge Keys.vtt |
4.29KB |
| 5. Reading Matlab Files.mp4 |
3.09MB |
| 5. Reading Matlab Files.vtt |
2.15KB |
| 5. Reshape Data Using the Stack and Unstack Functions.mp4 |
4.15MB |
| 5. Reshape Data Using the Stack and Unstack Functions.vtt |
3.40KB |
| 5. Review.mp4 |
2.23MB |
| 5. Review.vtt |
2.36KB |
| 5. Running and Debugging Python Code with an IDE.mp4 |
26.30MB |
| 5. Running and Debugging Python Code with an IDE.vtt |
18.06KB |
| 5. Takeaway.mp4 |
2.70MB |
| 5. Takeaway.vtt |
3.04KB |
| 5. Transforming Data.mp4 |
8.25MB |
| 5. Transforming Data.vtt |
4.13KB |
| 5. Using Apache Zeppelin for Data Science.mp4 |
4.84MB |
| 5. Using Apache Zeppelin for Data Science.vtt |
2.55KB |
| 5. Visualizing and Graphing Data with Matplotlib.mp4 |
5.42MB |
| 5. Visualizing and Graphing Data with Matplotlib.vtt |
5.12KB |
| 5. Z-score Normalization.mp4 |
3.56MB |
| 5. Z-score Normalization.vtt |
2.93KB |
| 50 |
171.13KB |
| 51 |
198.87KB |
| 52 |
203.60KB |
| 53 |
212.33KB |
| 54 |
227.47KB |
| 55 |
324.28KB |
| 56 |
423.15KB |
| 57 |
460.27KB |
| 58 |
709.54KB |
| 59 |
855.80KB |
| 6 |
309B |
| 6. Building a Flask App to Render Pygal Charts.mp4 |
10.55MB |
| 6. Building a Flask App to Render Pygal Charts.vtt |
8.55KB |
| 6. Cloudera Data Science Workbench for Data Science at Scale.mp4 |
10.29MB |
| 6. Cloudera Data Science Workbench for Data Science at Scale.vtt |
6.39KB |
| 6. Demo - Building a Simple Regression Model on Datalab.mp4 |
11.84MB |
| 6. Demo - Building a Simple Regression Model on Datalab.vtt |
9.19KB |
| 6. Demo - Concatenating and Copying Lists.mp4 |
4.44MB |
| 6. Demo - Concatenating and Copying Lists.vtt |
3.50KB |
| 6. Demo - Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4 |
10.89MB |
| 6. Demo - Hosted Notebooks on a GCP Deep Learning Virtual Machine.vtt |
6.95KB |
| 6. Demo - Reading the Contents of a File.mp4 |
8.78MB |
| 6. Demo - Reading the Contents of a File.vtt |
7.38KB |
| 6. Demo - Share Notebooks on Github.mp4 |
14.86MB |
| 6. Demo - Share Notebooks on Github.vtt |
7.41KB |
| 6. Demo - Using Python 2 and Python 3 Kernels.mp4 |
10.34MB |
| 6. Demo - Using Python 2 and Python 3 Kernels.vtt |
6.35KB |
| 6. Filtering Data.mp4 |
7.01MB |
| 6. Filtering Data.vtt |
3.14KB |
| 6. Identifying and Dropping Duplicate Data.mp4 |
15.06MB |
| 6. Identifying and Dropping Duplicate Data.vtt |
6.97KB |
| 6. Integrating with Version Control Using an IDE.mp4 |
25.84MB |
| 6. Integrating with Version Control Using an IDE.vtt |
13.68KB |
| 6. Interacting with Pygal Charts.mp4 |
11.28MB |
| 6. Interacting with Pygal Charts.vtt |
7.82KB |
| 6. Loading a CSV into a Table.mp4 |
2.76MB |
| 6. Loading a CSV into a Table.vtt |
2.63KB |
| 6. Points to Consider for Data Normalization and Summary.mp4 |
3.60MB |
| 6. Points to Consider for Data Normalization and Summary.vtt |
3.14KB |
| 6. Reading Pickle Files.mp4 |
7.09MB |
| 6. Reading Pickle Files.vtt |
4.05KB |
| 6. Reshaping and Aggregation with Pivot Table.mp4 |
3.47MB |
| 6. Reshaping and Aggregation with Pivot Table.vtt |
2.57KB |
| 6. Review.mp4 |
2.54MB |
| 6. Review.vtt |
2.29KB |
| 6. Summary and Feedback.mp4 |
1.80MB |
| 6. Summary and Feedback.vtt |
1.83KB |
| 6. Takeaway.mp4 |
1.42MB |
| 6. Takeaway.mp4 |
1.40MB |
| 6. Takeaway.vtt |
1.61KB |
| 6. Takeaway.vtt |
1.84KB |
| 6. The How Parameter.mp4 |
5.23MB |
| 6. The How Parameter.vtt |
4.54KB |
| 6. Understanding How Cylinders and Displacement Are Related.mp4 |
3.66MB |
| 6. Understanding How Cylinders and Displacement Are Related.vtt |
2.71KB |
| 6. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4 |
3.77MB |
| 6. Working with PostgreSQL with psycopg2 and SQLAlchemy.vtt |
3.41KB |
| 60 |
902.45KB |
| 61 |
1013.49KB |
| 62 |
1021.91KB |
| 63 |
11.12KB |
| 64 |
19.87KB |
| 65 |
53.79KB |
| 66 |
154.08KB |
| 67 |
162.23KB |
| 68 |
229.33KB |
| 69 |
307.26KB |
| 7 |
2B |
| 7. Demo - Disambiguating Merged Columns and Updating Dataframes.mp4 |
3.29MB |
| 7. Demo - Disambiguating Merged Columns and Updating Dataframes.vtt |
2.68KB |
| 7. Demo - Introducing Tuples.mp4 |
7.36MB |
| 7. Demo - Introducing Tuples.vtt |
6.41KB |
| 7. Demo - Overwriting and Appending Content to a File.mp4 |
9.98MB |
| 7. Demo - Overwriting and Appending Content to a File.vtt |
8.75KB |
| 7. Demo - Setting up a SageMaker Notebook Instance on AWS.mp4 |
10.97MB |
| 7. Demo - Setting up a SageMaker Notebook Instance on AWS.vtt |
6.07KB |
| 7. Demo - Uploading Files and Running Code on GCP.mp4 |
7.79MB |
| 7. Demo - Uploading Files and Running Code on GCP.vtt |
2.98KB |
| 7. Demo - Using R and Python 3 Kernels.mp4 |
5.42MB |
| 7. Demo - Using R and Python 3 Kernels.vtt |
4.11KB |
| 7. Importing Relational Data.mp4 |
4.68MB |
| 7. Importing Relational Data.vtt |
3.51KB |
| 7. Looking at MPG over the Years.mp4 |
3.68MB |
| 7. Looking at MPG over the Years.vtt |
2.84KB |
| 7. Module Summary.mp4 |
2.28MB |
| 7. Module Summary.vtt |
2.26KB |
| 7. Plot Data from a CSV File.mp4 |
12.01MB |
| 7. Plot Data from a CSV File.vtt |
9.63KB |
| 7. Review.mp4 |
2.99MB |
| 7. Review.mp4 |
1.98MB |
| 7. Review.vtt |
2.89KB |
| 7. Review.vtt |
2.27KB |
| 7. Summary.mp4 |
1020.86KB |
| 7. Summary.vtt |
884B |
| 7. Takeaway.mp4 |
1.68MB |
| 7. Takeaway.mp4 |
1.35MB |
| 7. Takeaway.vtt |
1.74KB |
| 7. Takeaway.vtt |
1.53KB |
| 7. Testing the Flask App.mp4 |
3.33MB |
| 7. Testing the Flask App.vtt |
3.41KB |
| 7. Working with Databases in Python Using an IDE.mp4 |
7.93MB |
| 7. Working with Databases in Python Using an IDE.vtt |
4.38KB |
| 70 |
380.22KB |
| 71 |
464.91KB |
| 72 |
559.08KB |
| 73 |
601.86KB |
| 74 |
626.58KB |
| 75 |
738.31KB |
| 76 |
769.67KB |
| 77 |
780.18KB |
| 78 |
789.42KB |
| 79 |
884.71KB |
| 8 |
262B |
| 8. Demo - Executing Code to Integrate with S3 Buckets.mp4 |
11.99MB |
| 8. Demo - Executing Code to Integrate with S3 Buckets.vtt |
7.14KB |
| 8. Demo - Exploring Line and Cell Magic Commands.mp4 |
15.62MB |
| 8. Demo - Exploring Line and Cell Magic Commands.vtt |
11.10KB |
| 8. Demo - Introducing Dictionaries.mp4 |
10.24MB |
| 8. Demo - Introducing Dictionaries.vtt |
8.97KB |
| 8. Demo - Working with CSV and JSON Files.mp4 |
8.35MB |
| 8. Demo - Working with CSV and JSON Files.vtt |
6.73KB |
| 8. Stacked Bar Charts.mp4 |
7.56MB |
| 8. Stacked Bar Charts.vtt |
6.68KB |
| 8. Summary.mp4 |
2.28MB |
| 8. Summary.mp4 |
2.19MB |
| 8. Summary.vtt |
2.68KB |
| 8. Summary.vtt |
1.98KB |
| 8. Summary and Further Study.mp4 |
2.38MB |
| 8. Summary and Further Study.vtt |
2.82KB |
| 8. Understanding Brands and Territories with Text Processing.mp4 |
4.00MB |
| 8. Understanding Brands and Territories with Text Processing.vtt |
2.89KB |
| 8. Unit Testing with an IDE.mp4 |
7.59MB |
| 8. Unit Testing with an IDE.vtt |
4.14KB |
| 80 |
924.81KB |
| 81 |
2.52KB |
| 82 |
34.58KB |
| 83 |
80.08KB |
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86.00KB |
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107.96KB |
| 86 |
242.73KB |
| 87 |
313.10KB |
| 88 |
423.11KB |
| 89 |
440.60KB |
| 9 |
540.03KB |
| 9. Module Summary.mp4 |
2.48MB |
| 9. Module Summary.mp4 |
2.17MB |
| 9. Module Summary.mp4 |
2.01MB |
| 9. Module Summary.vtt |
2.06KB |
| 9. Module Summary.vtt |
2.67KB |
| 9. Module Summary.vtt |
2.29KB |
| 9. Summary and Further Study.mp4 |
2.50MB |
| 9. Summary and Further Study.vtt |
2.86KB |
| 9. Takeaway.mp4 |
3.76MB |
| 9. Takeaway.vtt |
3.99KB |
| 9. Telling a Data Story to Explain Our Discoveries.mp4 |
6.22MB |
| 9. Telling a Data Story to Explain Our Discoveries.vtt |
4.90KB |
| 90 |
458.01KB |
| 91 |
643.69KB |
| 92 |
671.28KB |
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704.00KB |
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722.37KB |
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774.21KB |
| 96 |
832.64KB |
| 97 |
854.81KB |
| 98 |
20.85KB |
| 99 |
59.06KB |
| exercise.7z |
813.75KB |
| exercise.7z |
919.44KB |
| exercise.7z |
14.14MB |
| exercise.7z |
9.91MB |
| exercise.7z |
8.80MB |
| exercise.7z |
7.22MB |
| exercise.7z |
3.25MB |
| exercise.7z |
2.32MB |
| exercise.7z |
2.10MB |
| exercise.7z |
1.66MB |
| exercise.7z |
1.24MB |
| playlist.m3u |
2.23KB |
| playlist.m3u |
4.92KB |
| playlist.m3u |
3.78KB |
| playlist.m3u |
3.29KB |
| playlist.m3u |
3.09KB |
| playlist.m3u |
2.40KB |
| playlist.m3u |
2.59KB |
| playlist.m3u |
2.37KB |
| playlist.m3u |
1.95KB |
| playlist.m3u |
1.93KB |
| playlist.m3u |
1.63KB |
| scr.png |
221.20KB |
| TutsNode.com.txt |
63B |