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585б |
| 0 |
5б |
| 01. A Primer on HTML and CSS.mp4 |
4.84Мб |
| 01. A Primer on HTML and CSS.vtt |
6.07Кб |
| 01. Module Overview.mp4 |
2.65Мб |
| 01. Module Overview.mp4 |
2.21Мб |
| 01. Module Overview.mp4 |
2.18Мб |
| 01. Module Overview.mp4 |
2.13Мб |
| 01. Module Overview.mp4 |
2.08Мб |
| 01. Module Overview.mp4 |
2.07Мб |
| 01. Module Overview.mp4 |
2.04Мб |
| 01. Module Overview.mp4 |
1.99Мб |
| 01. Module Overview.mp4 |
1.79Мб |
| 01. Module Overview.vtt |
1.96Кб |
| 01. Module Overview.vtt |
2.14Кб |
| 01. Module Overview.vtt |
2.69Кб |
| 01. Module Overview.vtt |
1.91Кб |
| 01. Module Overview.vtt |
2.01Кб |
| 01. Module Overview.vtt |
2.36Кб |
| 01. Module Overview.vtt |
2.23Кб |
| 01. Module Overview.vtt |
2.10Кб |
| 01. Module Overview.vtt |
2.00Кб |
| 01. Overview.mp4 |
923.28Кб |
| 01. Overview.mp4 |
2.08Мб |
| 01. Overview.vtt |
2.30Кб |
| 01. Overview.vtt |
799б |
| 01. Querying with SQLAlchemy.mp4 |
1.60Мб |
| 01. Querying with SQLAlchemy.vtt |
1.98Кб |
| 01. Version Check.mp4 |
569.97Кб |
| 01. Version Check.vtt |
7б |
| 02. Construct a Basic Pie Chart.mp4 |
11.85Мб |
| 02. Construct a Basic Pie Chart.vtt |
8.83Кб |
| 02. Demo - Defining and Invoking Custom Functions.mp4 |
12.81Мб |
| 02. Demo - Defining and Invoking Custom Functions.vtt |
11.71Кб |
| 02. Exploring Popular IDEs for Python.mp4 |
3.73Мб |
| 02. Exploring Popular IDEs for Python.vtt |
4.74Кб |
| 02. Introducing Big ML.mp4 |
3.89Мб |
| 02. Introducing Big ML.vtt |
4.11Кб |
| 02. Introducing Google Colab.mp4 |
2.80Мб |
| 02. Introducing Google Colab.vtt |
2.80Кб |
| 02. Introducing Jupyter Notebooks.mp4 |
5.12Мб |
| 02. Introducing Jupyter Notebooks.vtt |
5.74Кб |
| 02. Module Overview.mp4 |
1.82Мб |
| 02. Module Overview.vtt |
1.86Кб |
| 02. Picking a Database.mp4 |
5.44Мб |
| 02. Picking a Database.vtt |
4.05Кб |
| 02. Plotting Histograms.mp4 |
7.08Мб |
| 02. Plotting Histograms.vtt |
5.76Кб |
| 02. Prerequisites and Course Outline.mp4 |
1.98Мб |
| 02. Prerequisites and Course Outline.mp4 |
1.81Мб |
| 02. Prerequisites and Course Outline.mp4 |
1.65Мб |
| 02. Prerequisites and Course Outline.vtt |
2.26Кб |
| 02. Prerequisites and Course Outline.vtt |
1.91Кб |
| 02. Prerequisites and Course Outline.vtt |
2.56Кб |
| 02. Transactional and Analytical Processing.mp4 |
8.03Мб |
| 02. Transactional and Analytical Processing.vtt |
7.21Кб |
| 02. Understanding the HTML, CSS and Structure of Our Target Page.mp4 |
12.68Мб |
| 02. Understanding the HTML, CSS and Structure of Our Target Page.vtt |
6.23Кб |
| 03. Coming up with a Strategy for a More Complicated Web Page.mp4 |
8.09Мб |
| 03. Coming up with a Strategy for a More Complicated Web Page.vtt |
3.53Кб |
| 03. Connecting to Databases - Connectors and the Connection String.mp4 |
5.92Мб |
| 03. Connecting to Databases - Connectors and the Connection String.vtt |
5.10Кб |
| 03. Demo - Getting Started with Big ML.mp4 |
3.39Мб |
| 03. Demo - Getting Started with Big ML.vtt |
2.35Кб |
| 03. Demo - If Statements for Conditional Branching.mp4 |
7.95Мб |
| 03. Demo - If Statements for Conditional Branching.vtt |
6.64Кб |
| 03. Demo - Installing and Setting up IDLE.mp4 |
11.24Мб |
| 03. Demo - Installing and Setting up IDLE.vtt |
7.31Кб |
| 03. Demo - Introducing the Google Colab Interface.mp4 |
8.62Мб |
| 03. Demo - Introducing the Google Colab Interface.vtt |
5.50Кб |
| 03. Demo - Passing Input Arguments to Functions.mp4 |
5.47Мб |
| 03. Demo - Passing Input Arguments to Functions.vtt |
4.46Кб |
| 03. Demo - Windows Installing Anaconda and Running Jupyter Notebooks.mp4 |
6.71Мб |
| 03. Demo - Windows Installing Anaconda and Running Jupyter Notebooks.vtt |
4.82Кб |
| 03. Donut and Half Pie Charts.mp4 |
8.88Мб |
| 03. Donut and Half Pie Charts.vtt |
7.40Кб |
| 03. Introducing Jupyter Notebooks.mp4 |
8.89Мб |
| 03. Introducing Jupyter Notebooks.vtt |
10.10Кб |
| 03. Prerequisites and Course Outline.mp4 |
1.69Мб |
| 03. Prerequisites and Course Outline.vtt |
2.14Кб |
| 03. Pyramid Charts.mp4 |
8.36Мб |
| 03. Pyramid Charts.vtt |
6.75Кб |
| 03. Python for Data Analysts.mp4 |
4.50Мб |
| 03. Python for Data Analysts.vtt |
4.80Кб |
| 03. Python for Data Analytics.mp4 |
8.63Мб |
| 03. Python for Data Analytics.vtt |
8.64Кб |
| 04. Chart, Serie, and Value Configurations.mp4 |
11.23Мб |
| 04. Chart, Serie, and Value Configurations.vtt |
8.49Кб |
| 04. Demo - Colab Notebooks—Similar yet Different.mp4 |
4.46Мб |
| 04. Demo - Colab Notebooks—Similar yet Different.vtt |
3.64Кб |
| 04. Demo - Configuring Data Sources and Creating Datasets.mp4 |
21.36Мб |
| 04. Demo - Configuring Data Sources and Creating Datasets.vtt |
11.80Кб |
| 04. Demo - If Else Statements.mp4 |
12.00Мб |
| 04. Demo - If Else Statements.vtt |
9.65Кб |
| 04. Demo - Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4 |
13.24Мб |
| 04. Demo - Mac OS Installing Anaconda and Running Jupyter Notebooks.vtt |
5.56Кб |
| 04. Demo - Returning Values from Functions.mp4 |
9.76Мб |
| 04. Demo - Returning Values from Functions.vtt |
7.60Кб |
| 04. Demo - Running and Debugging Code with IDLE.mp4 |
15.68Мб |
| 04. Demo - Running and Debugging Code with IDLE.vtt |
10.16Кб |
| 04. Demo - Windows - Installing Anaconda and Jupyter Notebooks.mp4 |
11.95Мб |
| 04. Demo - Windows - Installing Anaconda and Jupyter Notebooks.vtt |
8.38Кб |
| 04. Essential Analytical Building Blocks.mp4 |
7.42Мб |
| 04. Essential Analytical Building Blocks.vtt |
7.62Кб |
| 04. Python Development Environments.mp4 |
7.03Мб |
| 04. Python Development Environments.vtt |
7.61Кб |
| 04. Python for Data Analysts.mp4 |
9.43Мб |
| 04. Python for Data Analysts.vtt |
9.64Кб |
| 04. Querying with SQL.mp4 |
2.17Мб |
| 04. Querying with SQL.vtt |
1.54Кб |
| 04. Using BeautifulSoup4 to Navigate Our Scraped Data.mp4 |
15.59Мб |
| 04. Using BeautifulSoup4 to Navigate Our Scraped Data.vtt |
5.26Кб |
| 04. Visualizing Distributions with Box Plots.mp4 |
11.41Мб |
| 04. Visualizing Distributions with Box Plots.vtt |
8.26Кб |
| 05. Constructing a Map Visualization.mp4 |
12.78Мб |
| 05. Constructing a Map Visualization.vtt |
9.80Кб |
| 05. Defining Styles and Configs.mp4 |
10.69Мб |
| 05. Defining Styles and Configs.vtt |
9.35Кб |
| 05. Demo - Data Preparation and Visualization.mp4 |
15.17Мб |
| 05. Demo - Data Preparation and Visualization.vtt |
9.80Кб |
| 05. Demo - Installing Anaconda Python on MacOS.mp4 |
9.09Мб |
| 05. Demo - Installing Anaconda Python on MacOS.vtt |
7.50Кб |
| 05. Demo - Installing Eclipse and Setting up the PyDev Plugin.mp4 |
13.34Мб |
| 05. Demo - Installing Eclipse and Setting up the PyDev Plugin.vtt |
7.06Кб |
| 05. Demo - Installing the Python 2 Kernel along with Python 3.mp4 |
8.53Мб |
| 05. Demo - Installing the Python 2 Kernel along with Python 3.vtt |
4.95Кб |
| 05. Demo - Interactive Forms.mp4 |
9.61Мб |
| 05. Demo - Interactive Forms.vtt |
9.08Кб |
| 05. Demo - Reassignment of Variables within Functions.mp4 |
13.05Мб |
| 05. Demo - Reassignment of Variables within Functions.vtt |
8.77Кб |
| 05. Demo - Using if with Lists and Dictionary Elements.mp4 |
5.29Мб |
| 05. Demo - Using if with Lists and Dictionary Elements.vtt |
3.89Кб |
| 05. Demo - Windows - Installing Jupyter Notebooks Using Pip.mp4 |
10.76Мб |
| 05. Demo - Windows - Installing Jupyter Notebooks Using Pip.vtt |
6.74Кб |
| 05. Extracting Information from a Scraped Division.mp4 |
9.15Мб |
| 05. Extracting Information from a Scraped Division.vtt |
4.24Кб |
| 05. Object-relational Mapper (ORM) and Classical Mapping.mp4 |
5.59Мб |
| 05. Object-relational Mapper (ORM) and Classical Mapping.vtt |
5.24Кб |
| 05. Python Packages.mp4 |
6.37Мб |
| 05. Python Packages.vtt |
6.11Кб |
| 05. Python Resources for Analysts.mp4 |
6.77Мб |
| 05. Python Resources for Analysts.vtt |
7.90Кб |
| 06. Demo - Accessing Google Drive Contents from Colab.mp4 |
4.96Мб |
| 06. Demo - Accessing Google Drive Contents from Colab.vtt |
3.48Кб |
| 06. Demo - Executing Code in Jupyter.mp4 |
6.60Мб |
| 06. Demo - Executing Code in Jupyter.vtt |
5.90Кб |
| 06. Demo - Exploring Online Resources.mp4 |
24.22Мб |
| 06. Demo - Exploring Online Resources.vtt |
9.49Кб |
| 06. Demo - If-elif for Multiple Conditional Checks.mp4 |
6.35Мб |
| 06. Demo - If-elif for Multiple Conditional Checks.vtt |
4.56Кб |
| 06. Demo - Installing Anaconda Python on Windows.mp4 |
8.91Мб |
| 06. Demo - Installing Anaconda Python on Windows.vtt |
6.21Кб |
| 06. Demo - MacOS - Installing Anaconda and Jupyter Notebooks.mp4 |
14.80Мб |
| 06. Demo - MacOS - Installing Anaconda and Jupyter Notebooks.vtt |
8.25Кб |
| 06. Demo - Modification of Complex Types within Functions.mp4 |
6.78Мб |
| 06. Demo - Modification of Complex Types within Functions.vtt |
4.67Кб |
| 06. Demo - Running and Debugging Code with Eclipse.mp4 |
18.37Мб |
| 06. Demo - Running and Debugging Code with Eclipse.vtt |
9.60Кб |
| 06. Demo - Splitting into Training and Test Subsets.mp4 |
4.91Мб |
| 06. Demo - Splitting into Training and Test Subsets.vtt |
2.63Кб |
| 06. Demo - Windows - Installing Python and Using Pip to Install Packages.mp4 |
8.27Мб |
| 06. Demo - Windows - Installing Python and Using Pip to Install Packages.vtt |
6.10Кб |
| 06. Generating Radar Plots.mp4 |
13.12Мб |
| 06. Generating Radar Plots.vtt |
9.75Кб |
| 06. Introducing Line and Datetimeline Charts.mp4 |
10.17Мб |
| 06. Introducing Line and Datetimeline Charts.vtt |
7.72Кб |
| 06. The Declarative API.mp4 |
10.92Мб |
| 06. The Declarative API.vtt |
9.21Кб |
| 06. Using Selectors as an Alternative to the Find Method.mp4 |
6.10Мб |
| 06. Using Selectors as an Alternative to the Find Method.vtt |
3.60Кб |
| 07. Advice and Strategy for Scraping.mp4 |
2.01Мб |
| 07. Advice and Strategy for Scraping.vtt |
2.67Кб |
| 07. Constructing a Funnel Visualization.mp4 |
7.92Мб |
| 07. Constructing a Funnel Visualization.vtt |
5.84Кб |
| 07. Demo - Building Models.mp4 |
12.31Мб |
| 07. Demo - Building Models.vtt |
7.89Кб |
| 07. Demo - Installing and Setting up PyCharm.mp4 |
11.39Мб |
| 07. Demo - Installing and Setting up PyCharm.vtt |
6.60Кб |
| 07. Demo - Invoking Functions with Keyword Arguments.mp4 |
10.57Мб |
| 07. Demo - Invoking Functions with Keyword Arguments.vtt |
8.29Кб |
| 07. Demo - Iterating over List Elements Using a For Loop.mp4 |
8.11Мб |
| 07. Demo - Iterating over List Elements Using a For Loop.vtt |
7.11Кб |
| 07. Demo - MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Instal.mp4 |
13.64Мб |
| 07. Demo - MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Instal.vtt |
5.80Кб |
| 07. Demo - MacOS - Using Brew to Install Python 3.mp4 |
9.30Мб |
| 07. Demo - MacOS - Using Brew to Install Python 3.vtt |
5.53Кб |
| 07. Demo - Restarting and Switching Kernels.mp4 |
9.62Мб |
| 07. Demo - Restarting and Switching Kernels.vtt |
6.69Кб |
| 07. Demo - Simple Expressions.mp4 |
11.00Мб |
| 07. Demo - Simple Expressions.vtt |
9.42Кб |
| 07. Demo - Widgets.mp4 |
10.59Мб |
| 07. Demo - Widgets.vtt |
8.22Кб |
| 07. More Querying and Database Functions.mp4 |
11.98Мб |
| 07. More Querying and Database Functions.vtt |
6.69Кб |
| 07. Plotting Real Data with Line and Dateline Charts.mp4 |
9.38Мб |
| 07. Plotting Real Data with Line and Dateline Charts.vtt |
6.67Кб |
| 07. Workflows in Data Analytics.mp4 |
7.50Мб |
| 07. Workflows in Data Analytics.vtt |
7.79Кб |
| 08. Building the Scraper Module Using PyCharm.mp4 |
14.68Мб |
| 08. Building the Scraper Module Using PyCharm.vtt |
6.15Кб |
| 08. Creating Gauge Plots.mp4 |
10.19Мб |
| 08. Creating Gauge Plots.vtt |
7.81Кб |
| 08. Demo - Assigning Default Values for Input Arguments.mp4 |
5.50Мб |
| 08. Demo - Assigning Default Values for Input Arguments.vtt |
3.67Кб |
| 08. Demo - Building a Regression Model.mp4 |
11.70Мб |
| 08. Demo - Building a Regression Model.vtt |
8.50Кб |
| 08. Demo - Cleaning Data.mp4 |
11.14Мб |
| 08. Demo - Cleaning Data.vtt |
8.28Кб |
| 08. Demo - Evaluating Models.mp4 |
4.54Мб |
| 08. Demo - Evaluating Models.vtt |
2.62Кб |
| 08. Demo - Exploring Magic Commands.mp4 |
9.75Мб |
| 08. Demo - Exploring Magic Commands.vtt |
7.25Кб |
| 08. Demo - Logical Operations.mp4 |
8.47Мб |
| 08. Demo - Logical Operations.vtt |
6.78Кб |
| 08. Demo - MacOS - Using Pip to Install Packages.mp4 |
7.68Мб |
| 08. Demo - MacOS - Using Pip to Install Packages.vtt |
5.95Кб |
| 08. Demo - Running and Debugging Code with PyCharm.mp4 |
18.44Мб |
| 08. Demo - Running and Debugging Code with PyCharm.vtt |
9.29Кб |
| 08. Demo - Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4 |
9.73Мб |
| 08. Demo - Running Jupyter Notebooks and Jupyter Lab in Docker Containers.vtt |
7.50Кб |
| 08. Demo - Using For Loops with the Range Function.mp4 |
5.24Мб |
| 08. Demo - Using For Loops with the Range Function.vtt |
4.58Кб |
| 08. Introducing XY Plots.mp4 |
6.83Мб |
| 08. Introducing XY Plots.vtt |
5.71Кб |
| 08. Using Joins.mp4 |
2.06Мб |
| 08. Using Joins.vtt |
1.79Кб |
| 09. Dealing with Missing Data during the Scrape.mp4 |
9.31Мб |
| 09. Dealing with Missing Data during the Scrape.vtt |
2.00Кб |
| 09. Demo - Batch and Individual Predictions.mp4 |
14.15Мб |
| 09. Demo - Batch and Individual Predictions.vtt |
8.04Кб |
| 09. Demo - First Class Functions.mp4 |
12.12Мб |
| 09. Demo - First Class Functions.vtt |
9.75Кб |
| 09. Demo - Installing and Working with Virtual Environments.mp4 |
7.27Мб |
| 09. Demo - Installing and Working with Virtual Environments.vtt |
5.17Кб |
| 09. Demo - Integrating with Github.mp4 |
5.88Мб |
| 09. Demo - Integrating with Github.vtt |
3.21Кб |
| 09. Demo - Iterating over Dictionary Elements Using a For Loop.mp4 |
3.94Мб |
| 09. Demo - Iterating over Dictionary Elements Using a For Loop.vtt |
3.11Кб |
| 09. Demo - Line Magic and Cell Magic Commands.mp4 |
8.13Мб |
| 09. Demo - Line Magic and Cell Magic Commands.vtt |
6.08Кб |
| 09. Demo - MacOS - Installing Jupyter Lab Using Pip.mp4 |
12.84Мб |
| 09. Demo - MacOS - Installing Jupyter Lab Using Pip.vtt |
7.28Кб |
| 09. Demo - Summary Statistics and Basic Analysis.mp4 |
4.94Мб |
| 09. Demo - Summary Statistics and Basic Analysis.vtt |
3.57Кб |
| 09. Demo - Variables.mp4 |
9.89Мб |
| 09. Demo - Variables.vtt |
8.32Кб |
| 09. Demo - Working with Spyder.mp4 |
18.30Мб |
| 09. Demo - Working with Spyder.vtt |
9.46Кб |
| 09. Exploring Real Data with XY Plots.mp4 |
12.79Мб |
| 09. Exploring Real Data with XY Plots.vtt |
9.21Кб |
| 09. Solid Gauge Plots.mp4 |
7.01Мб |
| 09. Solid Gauge Plots.vtt |
5.82Кб |
| 09. Working with Hierarchical Tables.mp4 |
3.39Мб |
| 09. Working with Hierarchical Tables.vtt |
2.86Кб |
| 1 |
23б |
| 1. Course and Module Introduction.mp4 |
2.73Мб |
| 1. Course and Module Introduction.vtt |
2.68Кб |
| 1. Course Overview.mp4 |
4.55Мб |
| 1. Course Overview.mp4 |
4.36Мб |
| 1. Course Overview.mp4 |
4.30Мб |
| 1. Course Overview.mp4 |
4.22Мб |
| 1. Course Overview.mp4 |
4.16Мб |
| 1. Course Overview.mp4 |
3.97Мб |
| 1. Course Overview.mp4 |
3.88Мб |
| 1. Course Overview.mp4 |
3.69Мб |
| 1. Course Overview.mp4 |
3.47Мб |
| 1. Course Overview.mp4 |
3.31Мб |
| 1. Course Overview.mp4 |
3.14Мб |
| 1. Course Overview.vtt |
2.84Кб |
| 1. Course Overview.vtt |
2.64Кб |
| 1. Course Overview.vtt |
2.93Кб |
| 1. Course Overview.vtt |
3.17Кб |
| 1. Course Overview.vtt |
2.28Кб |
| 1. Course Overview.vtt |
2.99Кб |
| 1. Course Overview.vtt |
2.81Кб |
| 1. Course Overview.vtt |
2.63Кб |
| 1. Course Overview.vtt |
2.43Кб |
| 1. Course Overview.vtt |
2.42Кб |
| 1. Course Overview.vtt |
2.31Кб |
| 1. Creating Databases with SQLAlchemy.mp4 |
1.46Мб |
| 1. Creating Databases with SQLAlchemy.vtt |
1.70Кб |
| 1. Exporting Scraped Data to a CSV File.mp4 |
7.79Мб |
| 1. Exporting Scraped Data to a CSV File.vtt |
3.29Кб |
| 1. Final Takeaway.mp4 |
3.04Мб |
| 1. Final Takeaway.mp4 |
2.85Мб |
| 1. Final Takeaway.vtt |
3.22Кб |
| 1. Final Takeaway.vtt |
3.02Кб |
| 1. General Strategies for Scraping Web Pages.mp4 |
3.42Мб |
| 1. General Strategies for Scraping Web Pages.vtt |
3.78Кб |
| 1. Importing CSV Data into Python Using csv and pandas.mp4 |
1.54Мб |
| 1. Importing CSV Data into Python Using csv and pandas.vtt |
1.21Кб |
| 1. Importing Data into Python from Common Binary Data File Formats.mp4 |
1.07Мб |
| 1. Importing Data into Python from Common Binary Data File Formats.vtt |
1.21Кб |
| 1. Importing Data into Python from Excel Files.mp4 |
1.80Мб |
| 1. Importing Data into Python from Excel Files.vtt |
2.08Кб |
| 1. Importing Data into Python from JSON and XML Files.mp4 |
2.62Мб |
| 1. Importing Data into Python from JSON and XML Files.vtt |
1.91Кб |
| 1. Importing Data into Python from Relational Databases.mp4 |
1.77Мб |
| 1. Importing Data into Python from Relational Databases.vtt |
1.45Кб |
| 1. Importing Text Data into Python Using NumPy.mp4 |
15.31Мб |
| 1. Importing Text Data into Python Using NumPy.vtt |
8.04Кб |
| 1. Improving Your Productivity Programming in Python with an IDE.mp4 |
21.35Мб |
| 1. Improving Your Productivity Programming in Python with an IDE.vtt |
13.87Кб |
| 1. Introduction.mp4 |
3.55Мб |
| 1. Introduction.mp4 |
2.67Мб |
| 1. Introduction.mp4 |
2.21Мб |
| 1. Introduction.mp4 |
1.56Мб |
| 1. Introduction.vtt |
4.02Кб |
| 1. Introduction.vtt |
3.21Кб |
| 1. Introduction.vtt |
3.13Кб |
| 1. Introduction.vtt |
1.99Кб |
| 1. Leveraging a Python IDE for Data Science.mp4 |
4.24Мб |
| 1. Leveraging a Python IDE for Data Science.vtt |
4.20Кб |
| 1. Manipulating Databases with SQLAlchemy.mp4 |
1.20Мб |
| 1. Manipulating Databases with SQLAlchemy.vtt |
1.54Кб |
| 1. Module Introduction.mp4 |
1.69Мб |
| 1. Module Introduction.mp4 |
1.59Мб |
| 1. Module Introduction.mp4 |
1.36Мб |
| 1. Module Introduction.mp4 |
1.16Мб |
| 1. Module Introduction.vtt |
1.14Кб |
| 1. Module Introduction.vtt |
1.73Кб |
| 1. Module Introduction.vtt |
1.71Кб |
| 1. Module Introduction.vtt |
1.22Кб |
| 1. Module Overview.mp4 |
3.17Мб |
| 1. Module Overview.mp4 |
2.41Мб |
| 1. Module Overview.mp4 |
2.15Мб |
| 1. Module Overview.mp4 |
2.08Мб |
| 1. Module Overview.mp4 |
2.03Мб |
| 1. Module Overview.mp4 |
1.91Мб |
| 1. Module Overview.vtt |
2.69Кб |
| 1. Module Overview.vtt |
2.06Кб |
| 1. Module Overview.vtt |
1.92Кб |
| 1. Module Overview.vtt |
2.19Кб |
| 1. Module Overview.vtt |
2.17Кб |
| 1. Module Overview.vtt |
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| 1. Programming Python Using an IDE! But Why And Which One.mp4 |
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| 10. Demo - Clustering.mp4 |
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| 10. Demo - Editing a Python Script Using Nano and Vim.mp4 |
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| 10. Demo - Exploring Interactive Widgets.mp4 |
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| 10. Demo - Visualizing Relationships in Data.mp4 |
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| 10. Module Summary.mp4 |
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| 10. Refactoring Our Code and Caching Our Scraped Data.mp4 |
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| 10. Summary.mp4 |
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| 10. Summary and Further Study.mp4 |
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| 11. Demo - Anomaly Detection.mp4 |
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| 11. Demo - Editing a Python Script Using SublimeText.mp4 |
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| 11. Demo - Sharing Visualizations Online Using Plotly.mp4 |
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| 11. Demo - Simple Strings and Multi-line Strings.mp4 |
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| 11. Representing Negative Values in a Dot Plot.mp4 |
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| 12. Demo - Continue and Pass.mp4 |
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| 12. Demo - Prototyping a Classifier.mp4 |
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| 12. Demo - Using Online Editors to Write Python Code.mp4 |
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| 2. Demo - Analyzing and Visualizing Data.mp4 |
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| 2. Getting a Data Overview with Pandas.mp4 |
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| 2. Importing CSV Files Using the Python csv Module.mp4 |
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| 2. Importing Excel Files Using pandas.mp4 |
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| 2. Importing Flat Files and Numeric Data Using NumPy.mp4 |
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| 2. Installing and Importing SQLAlchemy.mp4 |
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| 2. Introduction to Data Reshaping.mp4 |
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| 2. Jupyter on the Cloud.mp4 |
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| 2. Leveraging Data Science and Scientific Tools in PyCharm.mp4 |
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| 2. Normalizing Data - What and Why.mp4 |
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| 2. One-hot Encoding.mp4 |
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| 2. Reading SAS Files with pandas.mp4 |
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| 2. Rendering Charts to Image Files.mp4 |
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| 2. Reviewing Our Target Auto-MPG Web Page.mp4 |
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| 2. Running Hosted Jupyter Notebooks on the Cloud.mp4 |
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| 2. Software and Course Prerequisites.mp4 |
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| 2. Stripping White Space.mp4 |
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| 2. Updating Data in a Database.mp4 |
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| 3. Demo - Convert Categorical Values Using One-hot Encoding.mp4 |
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| 3. Demo - Creating and Working with Notebook Instances on Amazon SageMaker.mp4 |
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| 3. Demo - Exploring Interactive Widgets.mp4 |
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| 3. Demo - Getting Started with Azure Notebooks.mp4 |
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| 3. Demo - Introducing NumPy.mp4 |
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| 3. Demo - Why and How to Use the GroupBy Function.mp4 |
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| 3. Exploratory Data Analysis Strategy.mp4 |
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| 3. Features That Improve Productivity Coding with an IDE.mp4 |
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| 3. Importing Data into Python from XML Using the ElementTree XML API.mp4 |
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| 3. Importing Text and CSV Files Using pandas.mp4 |
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| 3. Loading Data Using SQLAlchemy.mp4 |
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| 3. Overview of Available Code Editors for Python.mp4 |
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| 3. Reading Stata Files with pandas.mp4 |
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| 3. Rendering Charts to Specialized Formats.mp4 |
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| 3. Replacing Bad Data with NaN.mp4 |
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| 3. Reshape Long Data to Wide Data with the Pivot Function.mp4 |
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| 3. Simple Feature Scaling.mp4 |
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| 3. Taking Advantage of pandas DataFrames When Querying sqlite.mp4 |
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| 3. The Complicated Difference between Dynamic and Static Web Pages.mp4 |
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| 3. Vector and Raster Images.mp4 |
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| 3. Working with an IDE Built for Scientific Python - Spyder.mp4 |
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| 4. Configuring Python Features for Specific Code Editors.mp4 |
29.73Мб |
| 4. Configuring Python Features for Specific Code Editors.vtt |
18.00Кб |
| 4. Create Dummy Variables with Pandas.mp4 |
4.87Мб |
| 4. Create Dummy Variables with Pandas.vtt |
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| 4. Deleting Data from a Database.mp4 |
3.41Мб |
| 4. Deleting Data from a Database.vtt |
3.46Кб |
| 4. Demo - Adding Interactivity to Custom Functions.mp4 |
14.20Мб |
| 4. Demo - Adding Interactivity to Custom Functions.vtt |
10.54Кб |
| 4. Demo - Analyzing and Visualizing Data on Azure Notebooks.mp4 |
17.90Мб |
| 4. Demo - Analyzing and Visualizing Data on Azure Notebooks.vtt |
7.12Кб |
| 4. Demo - Customizing Shortcuts.mp4 |
9.51Мб |
| 4. Demo - Customizing Shortcuts.vtt |
4.97Кб |
| 4. Demo - Introducing Lists.mp4 |
8.94Мб |
| 4. Demo - Introducing Lists.vtt |
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| 4. Demo - Introducing Pandas.mp4 |
4.48Мб |
| 4. Demo - Introducing Pandas.vtt |
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| 4. Demo - Uploading Notebooks to SageMaker and Using the Terminal Window.mp4 |
8.63Мб |
| 4. Demo - Uploading Notebooks to SageMaker and Using the Terminal Window.vtt |
3.43Кб |
| 4. Filling Missing Data with a Value.mp4 |
5.39Мб |
| 4. Filling Missing Data with a Value.vtt |
2.00Кб |
| 4. Filter and Transform with GroupBy.mp4 |
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| 4. Filter and Transform with GroupBy.vtt |
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| 4. Merging Datasets.mp4 |
6.99Мб |
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| 4. Min-max Scaling.mp4 |
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| 4. Normalizing Data.mp4 |
8.05Мб |
| 4. Normalizing Data.vtt |
3.99Кб |
| 4. Organizing, Navigating, Refactoring, and Styling Code.mp4 |
31.56Мб |
| 4. Organizing, Navigating, Refactoring, and Styling Code.vtt |
13.31Кб |
| 4. Primary Keys, Constraints, and Data Defaults.mp4 |
9.35Мб |
| 4. Primary Keys, Constraints, and Data Defaults.vtt |
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| 4. PyQuery and Pygal.mp4 |
12.83Мб |
| 4. PyQuery and Pygal.vtt |
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| 4. Reading HDF5 Files.mp4 |
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| 4. Reading HDF5 Files.vtt |
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| 4. Renaming Columns.mp4 |
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| 4. Renaming Columns.vtt |
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| 4. Reshape Wide Data to Long Using the Melt Function.mp4 |
3.58Мб |
| 4. Reshape Wide Data to Long Using the Melt Function.vtt |
2.61Кб |
| 4. Reviewing Our Hypothesis.mp4 |
6.35Мб |
| 4. Reviewing Our Hypothesis.vtt |
5.60Кб |
| 4. The SVG Format.mp4 |
4.46Мб |
| 4. The SVG Format.vtt |
5.50Кб |
| 4. Using .iloc to Access Specific Rows or Columns.mp4 |
9.93Мб |
| 4. Using .iloc to Access Specific Rows or Columns.vtt |
3.96Кб |
| 4. Using Jupyter Notebook for Data Science.mp4 |
8.06Мб |
| 4. Using Jupyter Notebook for Data Science.vtt |
5.20Кб |
| 4. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4 |
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| 4. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.vtt |
4.15Кб |
| 4. Working with Databases Using SQLAlchemy.mp4 |
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| 5. Building Sparklines.mp4 |
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| 5. Create Frequency Table with the Crosstab Function.mp4 |
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| 5. Create Frequency Table with the Crosstab Function.vtt |
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| 5. Deleting Tables.mp4 |
1.97Мб |
| 5. Deleting Tables.vtt |
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| 5. Demo - Exploring and Working with Azure Notebooks.mp4 |
9.94Мб |
| 5. Demo - Exploring and Working with Azure Notebooks.vtt |
5.06Кб |
| 5. Demo - Grouping Multi-index Data.mp4 |
4.42Мб |
| 5. Demo - Grouping Multi-index Data.vtt |
2.99Кб |
| 5. Demo - List Slicing Operations and List Functions.mp4 |
7.78Мб |
| 5. Demo - List Slicing Operations and List Functions.vtt |
6.49Кб |
| 5. Demo - Notebook Limits and Shutting down Kernels.mp4 |
9.27Мб |
| 5. Demo - Notebook Limits and Shutting down Kernels.vtt |
6.34Кб |
| 5. Demo - Save, Checkpoint, and Export Notebooks.mp4 |
4.10Мб |
| 5. Demo - Save, Checkpoint, and Export Notebooks.vtt |
3.74Кб |
| 5. Demo - Setting up and Connecting to Cloud Datalab on the GCP.mp4 |
14.51Мб |
| 5. Demo - Setting up and Connecting to Cloud Datalab on the GCP.vtt |
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| 5. Demo - Working with the Command Line Processes and Environment Variables.mp4 |
16.28Мб |
| 5. Demo - Working with the Command Line Processes and Environment Variables.vtt |
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| 5. Dropping Rows of Data.mp4 |
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| 5. Dropping Rows of Data.vtt |
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| 5. Filtering Data with str.contains.mp4 |
12.59Мб |
| 5. Filtering Data with str.contains.vtt |
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| 5. Importing Data from Relational Databases with pandas (MySQL).mp4 |
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| 5. Importing Data from Relational Databases with pandas (MySQL).vtt |
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| 5. Inserting Data - Single and Multiple Rows.mp4 |
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| 5. Inserting Data - Single and Multiple Rows.vtt |
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| 5. Install Pygal.mp4 |
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| 5. Investigating Relationships between MPG and Weight.mp4 |
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| 5. Investigating Relationships between MPG and Weight.vtt |
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| 5. Merge Keys.mp4 |
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| 5. Reading Matlab Files.mp4 |
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| 5. Reshape Data Using the Stack and Unstack Functions.mp4 |
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| 5. Reshape Data Using the Stack and Unstack Functions.vtt |
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| 5. Review.mp4 |
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| 5. Running and Debugging Python Code with an IDE.mp4 |
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| 5. Running and Debugging Python Code with an IDE.vtt |
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| 5. Takeaway.mp4 |
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| 5. Transforming Data.mp4 |
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| 5. Transforming Data.vtt |
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| 5. Using Apache Zeppelin for Data Science.mp4 |
4.84Мб |
| 5. Using Apache Zeppelin for Data Science.vtt |
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| 5. Visualizing and Graphing Data with Matplotlib.mp4 |
5.42Мб |
| 5. Visualizing and Graphing Data with Matplotlib.vtt |
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| 5. Z-score Normalization.mp4 |
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| 5. Z-score Normalization.vtt |
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309б |
| 6. Building a Flask App to Render Pygal Charts.mp4 |
10.55Мб |
| 6. Building a Flask App to Render Pygal Charts.vtt |
8.55Кб |
| 6. Cloudera Data Science Workbench for Data Science at Scale.mp4 |
10.29Мб |
| 6. Cloudera Data Science Workbench for Data Science at Scale.vtt |
6.39Кб |
| 6. Demo - Building a Simple Regression Model on Datalab.mp4 |
11.84Мб |
| 6. Demo - Building a Simple Regression Model on Datalab.vtt |
9.19Кб |
| 6. Demo - Concatenating and Copying Lists.mp4 |
4.44Мб |
| 6. Demo - Concatenating and Copying Lists.vtt |
3.50Кб |
| 6. Demo - Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4 |
10.89Мб |
| 6. Demo - Hosted Notebooks on a GCP Deep Learning Virtual Machine.vtt |
6.95Кб |
| 6. Demo - Reading the Contents of a File.mp4 |
8.78Мб |
| 6. Demo - Reading the Contents of a File.vtt |
7.38Кб |
| 6. Demo - Share Notebooks on Github.mp4 |
14.86Мб |
| 6. Demo - Share Notebooks on Github.vtt |
7.41Кб |
| 6. Demo - Using Python 2 and Python 3 Kernels.mp4 |
10.34Мб |
| 6. Demo - Using Python 2 and Python 3 Kernels.vtt |
6.35Кб |
| 6. Filtering Data.mp4 |
7.01Мб |
| 6. Filtering Data.vtt |
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| 6. Identifying and Dropping Duplicate Data.mp4 |
15.06Мб |
| 6. Identifying and Dropping Duplicate Data.vtt |
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| 6. Integrating with Version Control Using an IDE.mp4 |
25.84Мб |
| 6. Integrating with Version Control Using an IDE.vtt |
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| 6. Interacting with Pygal Charts.mp4 |
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| 6. Interacting with Pygal Charts.vtt |
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| 6. Loading a CSV into a Table.mp4 |
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| 6. Loading a CSV into a Table.vtt |
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| 6. Points to Consider for Data Normalization and Summary.mp4 |
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| 6. Points to Consider for Data Normalization and Summary.vtt |
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| 6. Reading Pickle Files.mp4 |
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| 6. Reading Pickle Files.vtt |
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| 6. Reshaping and Aggregation with Pivot Table.mp4 |
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| 6. Reshaping and Aggregation with Pivot Table.vtt |
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| 6. Review.mp4 |
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| 6. Summary and Feedback.mp4 |
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| 6. Takeaway.mp4 |
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| 6. The How Parameter.mp4 |
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| 6. The How Parameter.vtt |
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| 6. Understanding How Cylinders and Displacement Are Related.mp4 |
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| 6. Understanding How Cylinders and Displacement Are Related.vtt |
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| 6. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4 |
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| 6. Working with PostgreSQL with psycopg2 and SQLAlchemy.vtt |
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| 7. Demo - Disambiguating Merged Columns and Updating Dataframes.mp4 |
3.29Мб |
| 7. Demo - Disambiguating Merged Columns and Updating Dataframes.vtt |
2.68Кб |
| 7. Demo - Introducing Tuples.mp4 |
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| 7. Demo - Introducing Tuples.vtt |
6.41Кб |
| 7. Demo - Overwriting and Appending Content to a File.mp4 |
9.98Мб |
| 7. Demo - Overwriting and Appending Content to a File.vtt |
8.75Кб |
| 7. Demo - Setting up a SageMaker Notebook Instance on AWS.mp4 |
10.97Мб |
| 7. Demo - Setting up a SageMaker Notebook Instance on AWS.vtt |
6.07Кб |
| 7. Demo - Uploading Files and Running Code on GCP.mp4 |
7.79Мб |
| 7. Demo - Uploading Files and Running Code on GCP.vtt |
2.98Кб |
| 7. Demo - Using R and Python 3 Kernels.mp4 |
5.42Мб |
| 7. Demo - Using R and Python 3 Kernels.vtt |
4.11Кб |
| 7. Importing Relational Data.mp4 |
4.68Мб |
| 7. Importing Relational Data.vtt |
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| 7. Looking at MPG over the Years.mp4 |
3.68Мб |
| 7. Looking at MPG over the Years.vtt |
2.84Кб |
| 7. Module Summary.mp4 |
2.28Мб |
| 7. Module Summary.vtt |
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| 7. Plot Data from a CSV File.mp4 |
12.01Мб |
| 7. Plot Data from a CSV File.vtt |
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| 7. Review.mp4 |
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| 7. Review.mp4 |
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| 7. Review.vtt |
2.89Кб |
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2.27Кб |
| 7. Summary.mp4 |
1020.86Кб |
| 7. Summary.vtt |
884б |
| 7. Takeaway.mp4 |
1.68Мб |
| 7. Takeaway.mp4 |
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| 7. Testing the Flask App.mp4 |
3.33Мб |
| 7. Testing the Flask App.vtt |
3.41Кб |
| 7. Working with Databases in Python Using an IDE.mp4 |
7.93Мб |
| 7. Working with Databases in Python Using an IDE.vtt |
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| 8. Demo - Executing Code to Integrate with S3 Buckets.mp4 |
11.99Мб |
| 8. Demo - Executing Code to Integrate with S3 Buckets.vtt |
7.14Кб |
| 8. Demo - Exploring Line and Cell Magic Commands.mp4 |
15.62Мб |
| 8. Demo - Exploring Line and Cell Magic Commands.vtt |
11.10Кб |
| 8. Demo - Introducing Dictionaries.mp4 |
10.24Мб |
| 8. Demo - Introducing Dictionaries.vtt |
8.97Кб |
| 8. Demo - Working with CSV and JSON Files.mp4 |
8.35Мб |
| 8. Demo - Working with CSV and JSON Files.vtt |
6.73Кб |
| 8. Stacked Bar Charts.mp4 |
7.56Мб |
| 8. Stacked Bar Charts.vtt |
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| 8. Summary.mp4 |
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| 8. Summary and Further Study.mp4 |
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| 8. Understanding Brands and Territories with Text Processing.mp4 |
4.00Мб |
| 8. Understanding Brands and Territories with Text Processing.vtt |
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| 8. Unit Testing with an IDE.mp4 |
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| 9. Module Summary.mp4 |
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| 9. Summary and Further Study.mp4 |
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| 9. Takeaway.mp4 |
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| 9. Telling a Data Story to Explain Our Discoveries.mp4 |
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| 9. Telling a Data Story to Explain Our Discoveries.vtt |
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| TutsNode.com.txt |
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