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Название Pluralsight - Python course collection (45+ courses) [AhLaN]
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Размер 10.88Гб

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01. About Virtual Environments.mp4 2.62Мб
01. Advanced Python~.mp4 11.85Мб
01. Always Specify an Exception Type~.mp4 10.39Мб
01. An Object Introspection Tool~.mp4 26.39Мб
01. A Primer on HTML and CSS~.mp4 4.84Мб
01. Assertions and Invariants~.mp4 8.52Мб
01. Build a Blog App~.mp4 1.94Мб
01. Built-in Functions for Numbers~.mp4 3.81Мб
01. Class Attributes~.mp4 19.52Мб
01. Class Decorators~.mp4 6.11Мб
01. Collection Protocol Overview~.mp4 4.84Мб
01. Collection Protocols~.mp4 9.73Мб
01. Construction~.mp4 3.76Мб
01. Construction~.mp4 2.67Мб
01. Construction~.mp4 3.63Мб
01. Course and Module Introduction~.mp4 2.73Мб
01. Course Introduction.mp4 2.90Мб
01. Course Overview~.mp4 3.64Мб
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01. Course Overview~.mp4 3.69Мб
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01. Course Overview~.mp4 3.31Мб
01. Course Overview~.mp4 3.47Мб
01. Course Overview~.mp4 3.88Мб
01. Course Overview~.mp4 5.94Мб
01. Course Overview~.mp4 8.81Мб
01. Course Overview~.mp4 3.13Мб
01. Course Overview~.mp4 3.96Мб
01. Course Overview~.mp4 3.98Мб
01. Creating Databases with SQLAlchemy~.mp4 1.46Мб
01. Creating Packages~.mp4 6.96Мб
01. Data Classes~.mp4 5.12Мб
01. Delegate That Task! Yield from Explained.mp4 23.15Мб
01. Download and Start WEB2PY~.mp4 13.96Мб
01. Everything Is Bits and Bytes~.mp4 1.37Мб
01. Example~.mp4 2.03Мб
01. Example Problem- Collinearity~.mp4 7.11Мб
01. Exception Hierarchies~.mp4 12.33Мб
01. Exception Payloads~.mp4 9.41Мб
01. Exploring Web Scraping with Python~.mp4 3.75Мб
01. Exporting Scraped Data to a CSV File~.mp4 7.79Мб
01. Extended Formal Argument Syntax~.mp4 6.14Мб
01. Final Takeaway~.mp4 3.04Мб
01. Final Takeaway~.mp4 2.85Мб
01. Function Decorators~.mp4 6.98Мб
01. Function Review~.mp4 7.33Мб
01. General Strategies for Scraping Web Pages~.mp4 3.42Мб
01. Generators Counterpart- Coroutines~.mp4 7.84Мб
01. How Web Scraping Is Useful~.mp4 6.15Мб
01. HTML & CSS Selectors~.mp4 11.41Мб
01. Human Browsing Versus Web Scraping~.mp4 3.41Мб
01. Implicit Chaining~.mp4 6.19Мб
01. Importing CSV Data into Python Using csv and pandas.mp4 1.54Мб
01. Importing Data into Python from Common Binary Data File Formats.mp4 1.07Мб
01. Importing Data into Python from Excel Files.mp4 1.80Мб
01. Importing Data into Python from JSON and XML Files.mp4 2.62Мб
01. Importing Data into Python from Relational Databases.mp4 1.77Мб
01. Importing Text Data into Python Using NumPy.mp4 15.31Мб
01. Improving Your Productivity Programming in Python with an IDE.mp4 21.35Мб
01. Inheritance Overview~.mp4 7.97Мб
01. Instance Creation~.mp4 10.18Мб
01. Intro and Installation.mp4 10.54Мб
01. Introducing Abstract Base Classes~.mp4 7.83Мб
01. Introducing Descriptors~.mp4 9.95Мб
01. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4 5.76Мб
01. Introducing Object Internals~.mp4 904.33Кб
01. Introducing pipenv and poetry~.mp4 10.44Мб
01. Introducing pytest - a Popular Alternative to unittest~.mp4 4.12Мб
01. Introducing the Module Topics - Why and When~.mp4 2.10Мб
01. Introduction, Overview, and Prerequisites.mp4 2.75Мб
01. Introduction~.mp4 10.41Мб
01. Introduction~.mp4 1.01Мб
01. Introduction~.mp4 3.47Мб
01. Introduction~.mp4 2.04Мб
01. Introduction~.mp4 3.18Мб
01. Introduction~.mp4 6.20Мб
01. Introduction~.mp4 3.82Мб
01. Introduction~.mp4 6.34Мб
01. Introduction~.mp4 2.47Мб
01. Introduction~.mp4 10.11Мб
01. Introduction~.mp4 5.14Мб
01. Introduction~.mp4 3.24Мб
01. Introduction~.mp4 1.20Мб
01. Introduction~.mp4 1.09Мб
01. Introduction~.mp4 1.25Мб
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01. Introduction~.mp4 3.55Мб
01. Introduction~.mp4 2.67Мб
01. Introduction~.mp4 1.56Мб
01. Introduction~.mp4 2.29Мб
01. Introduction and Overview.mp4 1.43Мб
01. Introduction and Overview.mp4 1.50Мб
01. Introduction and Overview~.mp4 1.30Мб
01. Introduction and Overview~.mp4 1.13Мб
01. Introduction- Docstrings and Sphinx~.mp4 4.65Мб
01. Introduction- Static Typing and Type Hints.mp4 4.07Мб
01. Introduction to Database Administration~.mp4 2.07Мб
01. Introduction- What Is a PEP-.mp4 6.66Мб
01. Introspecting Objects~.mp4 5.80Мб
01. Introspecting Scopes~.mp4 6.55Мб
01. Introspecting Types~.mp4 5.26Мб
01. Is Web Scraping Legal- Is it Ethical-~.mp4 13.21Мб
01. Iterators and Iterables~.mp4 11.09Мб
01. JavaScript Scraping Problem~.mp4 11.59Мб
01. Just Give up the Next Item- Iteration~.mp4 8.94Мб
01. Leveraging a Python IDE for Data Science~.mp4 4.24Мб
01. Local Functions~.mp4 9.71Мб
01. Local Functions~.mp4 9.74Мб
01. Manipulating Databases with SQLAlchemy.mp4 1.20Мб
01. Map~.mp4 9.26Мб
01. Metaclasses~.mp4 4.42Мб
01. Modeling Database Transactions.mp4 9.88Мб
01. Module Introduction~.mp4 655.80Кб
01. Module Introduction~.mp4 1.16Мб
01. Module Introduction~.mp4 1.69Мб
01. Module Introduction~.mp4 1.36Мб
01. Module Introduction~.mp4 1.59Мб
01. Module Introduction~.mp4 3.86Мб
01. Module Introduction~.mp4 1.36Мб
01. Module Introduction~.mp4 1.01Мб
01. Module Introduction~.mp4 960.55Кб
01. Module Overview.mp4 3.55Мб
01. Module Overview.mp4 2.04Мб
01. Module Overview.mp4 3.23Мб
01. Module Overview.mp4 3.24Мб
01. Module Overview.mp4 1.78Мб
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01. Module Overview~.mp4 1.71Мб
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01. Module Overview~.mp4 2.04Мб
01. Module Overview~.mp4 1.79Мб
01. Module Overview~.mp4 2.03Мб
01. Module Overview~.mp4 2.07Мб
01. Module Overview~.mp4 2.21Мб
01. Module Overview~.mp4 1.91Мб
01. Module Overview~.mp4 1.24Мб
01. Module Overview~.mp4 1.04Мб
01. Module Overview~.mp4 1.69Мб
01. Module Overview~.mp4 1.74Мб
01. Module Overview~.mp4 2.03Мб
01. Module Overview~.mp4 1.71Мб
01. Module Overview~.mp4 1.72Мб
01. Module Overview~.mp4 1.87Мб
01. Module Overview~.mp4 1.57Мб
01. Module Overview~.mp4 1.65Мб
01. Module Summary~.mp4 2.06Мб
01. Much More Than Just Iteration- Pipeline Enabled Generators.mp4 15.36Мб
01. Multi-input Comprehensions~.mp4 6.02Мб
01. Multi-Input Comprehensions~.mp4 8.69Мб
01. Multiple Context Managers~.mp4 10.38Мб
01. Namespace Packages~.mp4 4.70Мб
01. Object Types in Depth~.mp4 7.06Мб
01. Overview~.mp4 7.04Мб
01. Overview~.mp4 10.42Мб
01. Overview~.mp4 6.89Мб
01. Overview~.mp4 1.76Мб
01. Overview~.mp4 5.63Мб
01. Overview~.mp4 1.22Мб
01. Overview~.mp4 1.79Мб
01. Overview~.mp4 7.89Мб
01. Overview~.mp4 959.78Кб
01. Overview~.mp4 3.47Мб
01. Overview~.mp4 2.09Мб
01. Overview~.mp4 1.81Мб
01. Overview~.mp4 1.95Мб
01. Overview~.mp4 2.18Мб
01. Overview~.mp4 2.08Мб
01. Overview~.mp4 923.28Кб
01. Overview~.mp4 1.24Мб
01. Packages~.mp4 6.53Мб
01. Prerequisites~.mp4 14.63Мб
01. Prerequisites~.mp4 4.76Мб
01. Programming Python Using an IDE! But Why- And Which One-.mp4 18.67Мб
01. Python Project Structure~.mp4 6.13Мб
01. Python Scraping Environment~.mp4 6.89Мб
01. Querying with SQLAlchemy~.mp4 1.60Мб
01. Refactoring for Performance.mp4 6.92Мб
01. Relational Database Concepts~.mp4 7.39Мб
01. Review~.mp4 6.67Мб
01. Reviewing int and float~.mp4 16.45Мб
01. Review of Functions~.mp4 7.47Мб
01. Review of int and float~.mp4 7.74Мб
01. Review- Single Inheritance~.mp4 10.96Мб
01. Scrapy Framework~.mp4 7.89Мб
01. Source Distributions~.mp4 3.39Мб
01. The Collection Abstract Base Classes.mp4 15.06Мб
01. The Construction Convention.mp4 13.87Мб
01. The Container Protocol~.mp4 15.67Мб
01. The Context Manager Decorator~.mp4 10.71Мб
01. The Datetime Module~.mp4 3.08Мб
01. The Inspect Module~.mp4 13.72Мб
01. The Iterable Protocol~.mp4 17.27Мб
01. The Sequence Protocol~.mp4 2.04Мб
01. The Set Protocol~.mp4 20.01Мб
01. The Sized Protocol~.mp4 14.50Мб
01. Tracebacks~.mp4 6.50Мб
01. Two String Representations~.mp4 3.30Мб
01. Up and Running with SQLAlchemy.mp4 3.81Мб
01. User-defined Exceptions~.mp4 7.68Мб
01. Web Scraping Wrap Up~.mp4 8.05Мб
01. What Is a Context Manager-~.mp4 6.08Мб
01. What Is a Test Double-~.mp4 3.07Мб
01. What Is a Unit Test-~.mp4 3.92Мб
02. Abstract Base Classes in Python~.mp4 7.45Мб
02. Account Registration~.mp4 12.36Мб
02. A Concrete Example- demo_reader~.mp4 1.78Мб
02. A Different Approach- Generators as Iterators.mp4 7.57Мб
02. Allocation with __new__()~.mp4 7.38Мб
02. Allow and Deny Rules~.mp4 941.20Кб
02. A Realistic Example- SortedList~.mp4 5.36Мб
02. Arithmetic and Operations~.mp4 3.71Мб
02. Base Conversions~.mp4 3.24Мб
02. Bitwise Operations on Integers~.mp4 11.19Мб
02. Built Distributions~.mp4 3.32Мб
02. Built-in Types Jup~.mp4 7.69Мб
02. Callable Instances~.mp4 11.07Мб
02. Callable Instances~.mp4 6.42Мб
02. Can We Synthesize a Method-~.mp4 7.14Мб
02. Challenges in Web Scraping.mp4 6.20Мб
02. Checking Performance~.mp4 29.38Мб
02. Class Allocation and Initialization~.mp4 24.23Мб
02. Class Attributes~.mp4 17.68Мб
02. Classes~.mp4 1.64Мб
02. Class Invariants~.mp4 3.97Мб
02. Closures and Nested Scopes~.mp4 4.06Мб
02. Code Editors vs. Integrated Development Environments.mp4 3.36Мб
02. Collection Construction~.mp4 14.43Мб
02. Concepts~.mp4 3.98Мб
02. Construct a Basic Pie Chart~.mp4 11.85Мб
02. Course Overview~.mp4 3.81Мб
02. Creating a Subpackage~.mp4 9.54Мб
02. Creating a Virtual Environment.mp4 8.82Мб
02. Creating Databases~.mp4 3.22Мб
02. Customizing IDEs~.mp4 22.75Мб
02. Customizing repr()~.mp4 20.07Мб
02. Dates~.mp4 4.81Мб
02. Defining Data Classes~.mp4 6.16Мб
02. Demo- Analyzing and Visualizing Data.mp4 14.82Мб
02. Demo- defaultdict~.mp4 17.71Мб
02. Demo- Defining and Invoking Custom Functions~.mp4 12.81Мб
02. Demo- Exploring the Notebook Interface~.mp4 12.16Мб
02. Demo - Farm Fresh App~.mp4 7.27Мб
02. Demo- Getting Started with Pandas.mp4 8.81Мб
02. Demo- Getting Started with Sphinx~.mp4 13.52Мб
02. Demo- Hashing~.mp4 17.38Мб
02. Demo- Introducing Built-in Functions~.mp4 11.45Мб
02. Demo- Mean and Median.mp4 10.94Мб
02. Demo- namedtuple~.mp4 13.36Мб
02. Demo- Preparing Data for Hypothesis Testing.mp4 16.08Мб
02. Demo- Type Hints~.mp4 9.41Мб
02. Demo- Working with the Math Module~.mp4 5.22Мб
02. Design the Application and Database.mp4 2.06Мб
02. Direct Filtering with Square Brackets~.mp4 9.27Мб
02. Download a Page to Scrape~.mp4 9.21Мб
02. Dropping Columns~.mp4 11.10Мб
02. Enforcing Class Invariants~.mp4 13.88Мб
02. Example- Mixed Numerals~.mp4 2.63Мб
02. Example Using a Stub~.mp4 8.16Мб
02. Example Using Parameterized Tests with pytest~.mp4 9.48Мб
02. Exceptions and Control Flow~.mp4 1.92Мб
02. Executable Directories~.mp4 3.92Мб
02. Execute SQL~.mp4 16.44Мб
02. Expanding on Coroutines- Priming and Yielding.mp4 14.77Мб
02. Explicit Chaining~.mp4 5.92Мб
02. Exploring Popular IDEs for Python~.mp4 3.73Мб
02. Feed Exporter~.mp4 2.09Мб
02. Filter~.mp4 2.74Мб
02. First Example Unit Test~.mp4 8.55Мб
02. First Test Case and Failure Analysis~.mp4 7.78Мб
02. Flow That Data with Coroutines~.mp4 8.87Мб
02. Fractional Values, Precision, and Special Values~.mp4 3.84Мб
02. Getting a Data Overview with Pandas~.mp4 6.35Мб
02. Getting Started~.mp4 5.54Мб
02. Getting the Most from This Course~.mp4 1.57Мб
02. Going Further- Mutability~.mp4 3.27Мб
02. How are Python Objects Represented-~.mp4 10.09Мб
02. How Scrapy Works~.mp4 5.39Мб
02. HTTP Overview~.mp4 4.18Мб
02. Implementing with float and Fraction~.mp4 4.99Мб
02. Importing CSV Files~.mp4 17.16Мб
02. Importing CSV Files Using the Python csv Module.mp4 17.37Мб
02. Importing Data into Python from JSON Using the JSON Library.mp4 39.38Мб
02. Importing Excel Files Using pandas~.mp4 22.44Мб
02. Importing Flat Files and Numeric Data Using NumPy.mp4 17.00Мб
02. Importing sqlite Database Files~.mp4 8.64Мб
02. Imports from sys.path~.mp4 15.10Мб
02. Indexing~.mp4 7.87Мб
02. Installing and Importing SQLAlchemy.mp4 5.83Мб
02. Installing Python~.mp4 7.60Мб
02. Introducing Advanced Flow Control~.mp4 679.56Кб
02. Introducing Altair.mp4 4.06Мб
02. Introducing Big ML.mp4 3.89Мб
02. Introducing Google Colab.mp4 2.80Мб
02. Introducing Jupyter Notebooks~.mp4 5.12Мб
02. Introducing Linear Regression.mp4 5.36Мб
02. Introducing Pygal~.mp4 5.06Мб
02. Introduction to Beautiful Soup.mp4 3.57Мб
02. Introduction to Data Reshaping~.mp4 3.70Мб
02. Introduction to Elements.mp4 1.55Мб
02. Introduction to Packages~.mp4 2.61Мб
02. Introduction to Scrapy.mp4 4.35Мб
02. Introduction to Yatzy Example & a First doctest~.mp4 5.63Мб
02. Introspecting Objects~.mp4 21.80Мб
02. Jupyter on the Cloud~.mp4 5.61Мб
02. Kernel Density Estimation.mp4 5.05Мб
02. Keyword and Positional-only Arguments.mp4 8.19Мб
02. Leveraging Data Science and Scientific Tools in PyCharm.mp4 5.38Мб
02. Linux Scripting and Administration~.mp4 29.38Мб
02. List and Set Comprehensions~.mp4 3.57Мб
02. Model-View-Controller~.mp4 8.19Мб
02. Modifying the HTML Parse Tree~.mp4 11.16Мб
02. Modules~.mp4 2.81Мб
02. Motivating Iterators- Tree Traversals.mp4 5.10Мб
02. Nested Comprehensions~.mp4 3.77Мб
02. Nested Comprehensions~.mp4 4.25Мб
02. Normalizing Data - What and Why~.mp4 3.13Мб
02. One-hot Encoding~.mp4 3.74Мб
02. Opening Files~.mp4 4.15Мб
02. Operations~.mp4 1.65Мб
02. Overview of PEP8~.mp4 3.00Мб
02. Overview of Scraping Dynamic Webpages~.mp4 2.63Мб
02. Parsing Web Content~.mp4 3.76Мб
02. Parsing Web Pages with Beautiful Soup~.mp4 15.53Мб
02. Passing Arguments and Returning Values~.mp4 4.57Мб
02. Picking a Database~.mp4 5.44Мб
02. Pipenv~.mp4 12.64Мб
02. Plotting Histograms~.mp4 7.08Мб
02. Prerequisites and Course Outline.mp4 1.54Мб
02. Prerequisites and Course Outline.mp4 1.53Мб
02. Prerequisites and Course Outline.mp4 1.76Мб
02. Prerequisites and Course Outline.mp4 1.98Мб
02. Prerequisites and Course Outline~.mp4 1.81Мб
02. Prerequisites and Course Outline~.mp4 1.69Мб
02. Prerequisites and Course Outline~.mp4 1.65Мб
02. Prerequisites and Course Outline~.mp4 1.84Мб
02. Prerequisites and Course Outline~.mp4 1.78Мб
02. Properties are Descriptors~.mp4 13.32Мб
02. Python 2 vs. Python 3~.mp4 3.63Мб
02. Reading SAS Files with pandas.mp4 6.64Мб
02. Relational Operators~.mp4 1.74Мб
02. Rendering Charts to Image Files~.mp4 15.55Мб
02. repr()~.mp4 6.11Мб
02. Requests-HTML~.mp4 6.59Мб
02. Returning Functions From Functions~.mp4 1.63Мб
02. Reviewing Our Target Auto-MPG Web Page~.mp4 11.63Мб
02. Running Hosted Jupyter Notebooks on the Cloud.mp4 5.95Мб
02. Sample Filters and Sorts~.mp4 18.33Мб
02. Scraping Sites with Logins.mp4 5.59Мб
02. Scrapy Shell~.mp4 3.81Мб
02. Sequence Types~.mp4 2.74Мб
02. Sessions~.mp4 15.95Мб
02. Software and Course Prerequisites.mp4 6.50Мб
02. Software and Course Prerequisites~.mp4 2.03Мб
02. Spiders Overview~.mp4 2.08Мб
02. Static Methods~.mp4 5.94Мб
02. String~.mp4 2.45Мб
02. Stripping White Space~.mp4 6.06Мб
02. Summary~.mp4 2.29Мб
02. The Basics~.mp4 7.15Мб
02. The Context Manager Protocol~.mp4 4.41Мб
02. The Context Manager Protocol~.mp4 10.07Мб
02. The Decimal Module and the Decimal Type~.mp4 23.17Мб
02. The GroupBy Function~.mp4 3.28Мб
02. The HTML Parse Tree~.mp4 4.81Мб
02. The Intuition behind Logistic Regression.mp4 8.94Мб
02. The Standard Exception Hierarchy~.mp4 16.19Мб
02. Transactional and Analytical Processing~.mp4 8.03Мб
02. Tuples~.mp4 5.23Мб
02. Type Inspection~.mp4 7.62Мб
02. Understanding the HTML, CSS and Structure of Our Target Page.mp4 12.68Мб
02. Unit Testing Helps You to Understand What to Build~.mp4 6.82Мб
02. Updating Data in a Database~.mp4 6.60Мб
02. Vector Jup~.mp4 19.53Мб
02. Viewing and Converting Types~.mp4 9.94Мб
02. Web Scraping Examples~.mp4 2.47Мб
02. Web Scraping Legal Risks~.mp4 8.94Мб
02. What Can Be a Decorator-~.mp4 4.86Мб
02. When Will You Need to Upload Files during Scraping-.mp4 2.57Мб
02. Why You Don’t Have to Remember All This- Itertools!.mp4 13.94Мб
02. Working with virtualenvwrapper.mp4 10.34Мб
02. XML and XPath~.mp4 5.55Мб
02. XPath~.mp4 4.30Мб
03. Abstract Base Classes in Practice~.mp4 8.63Мб
03. Access Control~.mp4 11.06Мб
03. A First Context Manager Example~.mp4 8.48Мб
03. Aggregating Data~.mp4 8.80Мб
03. Applying Multiple Decorators~.mp4 3.54Мб
03. A Practical Example~.mp4 2.34Мб
03. Assertions and Performance~.mp4 3.42Мб
03. Beautiful Soup for HTML Parsing~.mp4 2.73Мб
03. Breath-first, Level-order Iterator.mp4 12.50Мб
03. Build Our First Web Page~.mp4 13.92Мб
03. Byte-wise Operations with Integers~.mp4 4.30Мб
03. Changing Column Casing~.mp4 5.87Мб
03. Chrome Developer Tools~.mp4 38.51Мб
03. Classes Are Callable~.mp4 4.67Мб
03. Classes Are Callable~.mp4 4.67Мб
03. Class Methods~.mp4 21.70Мб
03. Closures and Nested Scopes~.mp4 2.75Мб
03. Collisions and Equality~.mp4 11.24Мб
03. Combining with Other Types~.mp4 6.22Мб
03. Coming up with a Strategy for a More Complicated Web Page.mp4 8.09Мб
03. Concatenating Datasets~.mp4 11.55Мб
03. Connecting to Databases- Connectors and the Connection String.mp4 5.92Мб
03. Control Flow~.mp4 2.17Мб
03. Correlated Updates~.mp4 1.73Мб
03. Counter + Demo~.mp4 39.23Мб
03. Creating a Stub Using unittest.Mock~.mp4 5.69Мб
03. Creating Tables~.mp4 4.92Мб
03. Creating Your First Custom Spider~.mp4 19.30Мб
03. Customizing Allocation~.mp4 9.17Мб
03. Customizing str()~.mp4 14.63Мб
03. Data Indexing with .loc~.mp4 8.56Мб
03. Decimals Jup~.mp4 7.24Мб
03. Defining Classes~.mp4 2.37Мб
03. Demo- All You Need Are Pipelines~.mp4 17.79Мб
03. Demo- Applying PEP8 Rules to Your Code.mp4 21.80Мб
03. Demo - Contacts App~.mp4 32.23Мб
03. Demo- Convert Categorical Values Using One-hot Encoding~.mp4 6.14Мб
03. Demo- Creating and Working with Notebook Instances on Amazon SageMaker.mp4 13.42Мб
03. Demo- Exploring Interactive Widgets.mp4 14.77Мб
03. Demo- Getting Started with Altair.mp4 16.98Мб
03. Demo- Getting Started with Azure Notebooks.mp4 9.26Мб
03. Demo- Getting Started with Big ML.mp4 3.39Мб
03. Demo- Histograms, KDE Plots, Rug Plots.mp4 14.72Мб
03. Demo- If Statements for Conditional Branching.mp4 7.95Мб
03. Demo- Influence of Outliers and Mode.mp4 6.23Мб
03. Demo- Installing and Setting up IDLE~.mp4 11.24Мб
03. Demo- Installing pip on Windows~.mp4 7.40Мб
03. Demo- Introducing NumPy~.mp4 7.92Мб
03. Demo- Introducing reStructuredText~.mp4 8.18Мб
03. Demo- Introducing the Google Colab Interface.mp4 8.62Мб
03. Demo- Mean and Median.mp4 12.29Мб
03. Demo - Model Code~.mp4 8.04Мб
03. Demo- Passing Input Arguments to Functions~.mp4 5.47Мб
03. Demo- Performing the Independent t-test.mp4 12.84Мб
03. Demo- Restarting the Kernel~.mp4 8.91Мб
03. Demo- Reverse Image Search and Information Scraping Using Selenium and Beautiful Soup.mp4 8.53Мб
03. Demo- Scraping a Site with a Login.mp4 13.67Мб
03. Demo- Sequence Types~.mp4 20.10Мб
03. Demo- String Functions, Return Values, and Nested Function Invocations.mp4 10.92Мб
03. Demo- Using an Exporter to Save Data~.mp4 15.01Мб
03. Demo- Why and How to Use the GroupBy Function~.mp4 8.62Мб
03. Demo- Windows Installing Anaconda and Running Jupyter Notebooks.mp4 6.71Мб
03. deque~.mp4 6.17Мб
03. Descriptive Statistics to Summarize Data.mp4 6.37Мб
03. Detecting and Wrapping Properties~.mp4 11.15Мб
03. Dictionaries~.mp4 13.68Мб
03. DIctionary Comprehensions~.mp4 2.85Мб
03. Donut and Half Pie Charts~.mp4 8.88Мб
03. Example Using Parameterized Tests with unittest~.mp4 7.28Мб
03. Exception Payloads~.mp4 17.24Мб
03. Executable Zip Files~.mp4 1008.86Кб
03. Executing Python Code~.mp4 32.61Мб
03. Explanation of 'Test Case' and 'Test Runner'~.mp4 9.34Мб
03. Exploratory Data Analysis Strategy~.mp4 8.29Мб
03. Exploring Beautiful Soup Functions to Modify the Parse Tree.mp4 10.70Мб
03. Extended Call Syntax~.mp4 4.70Мб
03. Extract Data to Pandas~.mp4 18.14Мб
03. Features That Improve Productivity Coding with an IDE.mp4 19.65Мб
03. From Pipelines to Concurrency- How Coroutines Changed the World.mp4 19.66Мб
03. Function Arguments~.mp4 6.45Мб
03. Functions~.mp4 5.73Мб
03. Getting the Final State out of Generators- Returning Values.mp4 8.31Мб
03. Handling Exceptions~.mp4 3.36Мб
03. Hash and Hashability~.mp4 5.05Мб
03. hiQ Labs Legal Case~.mp4 4.54Мб
03. HTTP Requests and Responses~.mp4 9.06Мб
03. Implementing a Context Manager~.mp4 8.36Мб
03. Implementing a Descriptor~.mp4 21.80Мб
03. Implementing Packages~.mp4 8.29Мб
03. Implementing Plugins with Namespace Packages~.mp4 6.56Мб
03. Importing Data into Python from XML Using the ElementTree XML API.mp4 17.70Мб
03. Importing Text and CSV Files Using pandas.mp4 36.17Мб
03. Interactive Python~.mp4 4.02Мб
03. Introducing Descriptive Statistics.mp4 5.40Мб
03. Introducing Jupyter Notebooks~.mp4 8.89Мб
03. Introducing Scrapy~.mp4 6.64Мб
03. Introducing Web Scraping~.mp4 3.31Мб
03. Introspecting Scopes~.mp4 6.73Мб
03. Learning and Documentation~.mp4 6.88Мб
03. Legal or Illegal~.mp4 3.59Мб
03. Loading Data Using SQLAlchemy.mp4 6.59Мб
03. Locating Modules~.mp4 4.96Мб
03. Logistic Regression and Linear Regression.mp4 4.76Мб
03. Loop-else Clauses and While-else~.mp4 6.88Мб
03. Making a Class Decorator~.mp4 25.59Мб
03. Metaclass Keyword Arguments~.mp4 10.07Мб
03. Methods to Locate Elements.mp4 8.47Мб
03. Minimizing Mean Square Error.mp4 4.82Мб
03. Multiple Inheritance~.mp4 8.38Мб
03. Overriding __getattr__~.mp4 4.29Мб
03. Overview of Available Code Editors for Python.mp4 28.95Мб
03. Performing Advanced Search on the Parse Tree.mp4 13.31Мб
03. Poetry~.mp4 10.19Мб
03. Processors~.mp4 4.95Мб
03. Pyramid Charts~.mp4 8.36Мб
03. Python for Data Analysts~.mp4 9.43Мб
03. Python for Data Analysts~.mp4 4.50Мб
03. Python for Data Analytics~.mp4 8.63Мб
03. Query Database Records~.mp4 15.48Мб
03. Rational Numbers with the Fraction Type~.mp4 8.30Мб
03. Reading Stata Files with pandas.mp4 5.16Мб
03. Reduce~.mp4 3.88Мб
03. Relative Imports~.mp4 7.93Мб
03. Rendering Charts to Specialized Formats~.mp4 15.77Мб
03. Replacing Bad Data with NaN~.mp4 13.03Мб
03. Reshape Long Data to Wide Data with the Pivot Function~.mp4 6.10Мб
03. Review~.mp4 5.16Мб
03. Review- Type Hints~.mp4 6.94Мб
03. Scraping for a Car~.mp4 6.17Мб
03. Scrapy Architecture.mp4 3.31Мб
03. Selenium~.mp4 8.21Мб
03. Simple Feature Scaling~.mp4 3.48Мб
03. Slicing~.mp4 11.99Мб
03. SQL Form Factories~.mp4 15.26Мб
03. Static Methods~.mp4 7.47Мб
03. Statistics in Understanding Data.mp4 6.44Мб
03. str()~.mp4 2.39Мб
03. String Literals~.mp4 8.18Мб
03. Strings~.mp4 10.93Мб
03. Summary~.mp4 2.93Мб
03. Summary~.mp4 1.64Мб
03. Tags, Attributes, NavigableStrings, Comments~.mp4 8.17Мб
03. Taking Advantage of pandas DataFrames When Querying sqlite.mp4 3.41Мб
03. The Built-In isinstance() Function~.mp4 6.21Мб
03. The Complicated Difference between Dynamic and Static Web Pages.mp4 6.01Мб
03. The Container Protocol~.mp4 9.33Мб
03. The map() Function~.mp4 7.16Мб
03. The Nonlocal Keyword~.mp4 8.20Мб
03. Times~.mp4 1.74Мб
03. Tips to Increase Efficiency & Best Practices.mp4 6.74Мб
03. Transitioning from Selenium to Beautiful Soup.mp4 1.51Мб
03. Truecar Spider~.mp4 14.53Мб
03. Types of Scrapy Spiders~.mp4 2.61Мб
03. Unit Testing Helps You to Document the Units~.mp4 5.43Мб
03. Uploading Packages to a Package Server~.mp4 6.07Мб
03. URL Hacking~.mp4 9.57Мб
03. Use Models and Validators to Define Data Elements.mp4 20.61Мб
03. Using a Test Runner to Execute Your Doctests~.mp4 6.71Мб
03. Using PyCharm's Test Runner~.mp4 5.65Мб
03. Vector and Raster Images~.mp4 7.75Мб
03. Visualizing the Results~.mp4 4.79Мб
03. Web Development~.mp4 10.69Мб
03. What Is Advanced Web Scraping-.mp4 3.67Мб
03. What Is Python-~.mp4 5.40Мб
03. What Is Selenium and Where Is It Used-.mp4 4.38Мб
03. When Performance Matters- Laziness vs. Eagerness.mp4 10.33Мб
03. Working Inside a Virtual Environment.mp4 7.86Мб
03. Working with an IDE Built for Scientific Python- Spyder.mp4 4.86Мб
03. Writing Text~.mp4 5.52Мб
04. __enter__()~.mp4 2.04Мб
04. __name__~.mp4 4.40Мб
04. Accuracy, Precision, and Recall.mp4 8.28Мб
04. Additional Kinds of Assertion, Including assertRaises~.mp4 9.60Мб
04. Application Scripting~.mp4 16.24Мб
04. Beautiful Soup~.mp4 3.61Мб
04. Build the Post Page with WEB2PY SQLFORMs.mp4 15.19Мб
04. Bytes~.mp4 2.69Мб
04. Calling Descriptors on Classes~.mp4 4.19Мб
04. Chaining Class Decorators~.mp4 7.33Мб
04. Chart, Serie, and Value Configurations~.mp4 11.23Мб
04. Class Decorator Factories~.mp4 29.69Мб
04. Class Methods~.mp4 20.17Мб
04. Combined Dates and Times~.mp4 4.96Мб
04. Combining the Tools~.mp4 4.36Мб
04. Conclusion~.mp4 1.78Мб
04. Conditional Expressions~.mp4 2.34Мб
04. Configuring Python Features for Specific Code Editors.mp4 29.73Мб
04. Course Summary and Feedback~.mp4 2.81Мб
04. Create Dummy Variables with Pandas~.mp4 4.87Мб
04. Customizing format()~.mp4 28.60Мб
04. Dataclass Invariants~.mp4 9.81Мб
04. Defining New Exceptions~.mp4 12.59Мб
04. Deleting Data from a Database~.mp4 3.41Мб
04. Demo- Adding Interactivity to Custom Functions.mp4 14.20Мб
04. Demo- Adding Type Hints to Our Project~.mp4 26.51Мб
04. Demo- Analyzing and Visualizing Data on Azure Notebooks.mp4 17.90Мб
04. Demo- Colab Notebooks—Similar yet Different.mp4 4.46Мб
04. Demo- Combining Tools to Scrape a Dynamic Webpage - Introduction.mp4 5.92Мб
04. Demo- Configuring Data Sources and Creating Datasets.mp4 21.36Мб
04. Demo - Controller Code~.mp4 18.72Мб
04. Demo- Customizing Shortcuts~.mp4 9.51Мб
04. Demo- deque~.mp4 8.26Мб
04. Demo- Exploring Continuous and Categorical Relationships.mp4 13.22Мб
04. Demo- Hashing and Equality~.mp4 9.39Мб
04. Demo- If Else Statements~.mp4 12.00Мб
04. Demo- Influence of Outliers on Mean and Median.mp4 8.75Мб
04. Demo- Interquartile Range Variance and Standard Deviation.mp4 12.48Мб
04. Demo- Introducing Lists~.mp4 8.94Мб
04. Demo- Introducing Pandas~.mp4 4.48Мб
04. Demo- Locating Elements in a Webpage - Part 1.mp4 7.54Мб
04. Demo- Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4 13.24Мб
04. Demo- Performing Welch's t-test.mp4 13.18Мб
04. Demo - Prime Numbers~.mp4 5.85Мб
04. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4 19.46Мб
04. Demo- Returning Values from Functions~.mp4 9.76Мб
04. Demo- Running and Debugging Code with IDLE.mp4 15.68Мб
04. Demo- Simple Altair Plots to Slice and Explore Data.mp4 10.86Мб
04. Demo- Uploading Notebooks to SageMaker and Using the Terminal Window.mp4 8.63Мб
04. Demo- Windows - Installing Anaconda and Jupyter Notebooks.mp4 11.95Мб
04. Demo- Your First Generator~.mp4 16.57Мб
04. Depth-first, Pre-order Iterator~.mp4 10.45Мб
04. Essential Analytical Building Blocks~.mp4 7.42Мб
04. Example Measuring Test Coverage~.mp4 8.56Мб
04. Example Using a Fake~.mp4 9.76Мб
04. Exception Checking with assertRaises & Explaination of 'Test Suite'~.mp4 4.97Мб
04. Exceptions and Programmer Errors~.mp4 3.20Мб
04. Executable Packages~.mp4 5.22Мб
04. Expansion of the With-statement~.mp4 2.98Мб
04. Filling Missing Data with a Value~.mp4 5.39Мб
04. Filter and Transform with GroupBy~.mp4 5.47Мб
04. Filtering Comprehensions~.mp4 1.36Мб
04. Fractions Jup~.mp4 9.57Мб
04. Function Factories~.mp4 2.84Мб
04. Getting Started with Scrapy~.mp4 16.53Мб
04. Handling Form Submissions - GET Forms.mp4 7.43Мб
04. Implementing Plugins with setuptools~.mp4 5.83Мб
04. Insert, Update, and Delete Database Records~.mp4 19.46Мб
04. Installing pip on Mac OS or Linux.mp4 1.73Мб
04. Instance Methods~.mp4 1.64Мб
04. Interpreting Test Failures and Updating Your Docstring~.mp4 5.88Мб
04. Introducing Beautiful Soup~.mp4 11.61Мб
04. Introducing Hypothesis Testing.mp4 7.65Мб
04. Item Loaders~.mp4 1.97Мб
04. Lambdas~.mp4 8.84Мб
04. Legal Consequences~.mp4 4.83Мб
04. Mapping Types~.mp4 1.97Мб
04. Measures of Central Tendency.mp4 10.43Мб
04. Measures of Central Tendency and Dispersion.mp4 7.67Мб
04. Merging Datasets~.mp4 6.99Мб
04. Metaclass Method Visibility~.mp4 5.89Мб
04. Method Resolution Order~.mp4 9.71Мб
04. Min-max Scaling~.mp4 3.44Мб
04. Miscellaneous Operations Using Beautiful Soup.mp4 10.88Мб
04. Miscellaneous Topics~.mp4 1.81Мб
04. Multiple Input Sequences~.mp4 3.40Мб
04. Multiple Regression and Adjusted R-square.mp4 6.95Мб
04. Navigating Using Tags and Contents~.mp4 9.56Мб
04. Non-transitive Subclass Relationships~.mp4 3.22Мб
04. Normalizing Data~.mp4 8.05Мб
04. OrderedDict + Demo~.mp4 12.56Мб
04. Organizing, Navigating, Refactoring, and Styling Code.mp4 31.56Мб
04. Overriding __setattr__~.mp4 1.48Мб
04. Postconditions- A Practical Example~.mp4 17.02Мб
04. Preserving Function Metadata~.mp4 4.84Мб
04. Primary Keys, Constraints, and Data Defaults.mp4 9.35Мб
04. PyQuery and Pygal~.mp4 12.83Мб
04. Python's Type System~.mp4 1.35Мб
04. Python Development Environments~.mp4 7.03Мб
04. Python Resources for Analysts~.mp4 6.77Мб
04. Querying with SQL~.mp4 2.17Мб
04. Ranges~.mp4 2.99Мб
04. Reading HDF5 Files~.mp4 6.54Мб
04. Reading Text~.mp4 3.58Мб
04. Reference Integrity~.mp4 11.13Мб
04. Regular Expressions and Beautiful Soup~.mp4 10.81Мб
04. Renaming Columns~.mp4 10.31Мб
04. Request Object~.mp4 21.86Мб
04. Reshape Wide Data to Long Using the Melt Function~.mp4 3.58Мб
04. Review~.mp4 3.10Мб
04. Reviewing Our Hypothesis~.mp4 6.35Мб
04. Review- PEP8~.mp4 2.34Мб
04. Review- Sphinx and reStructuredText~.mp4 3.84Мб
04. scrapy.Spider~.mp4 2.54Мб
04. Searching Using Variations of Find and Find All.mp4 8.80Мб
04. Selenium WebDriver~.mp4 5.59Мб
04. Significant Whitespace~.mp4 4.75Мб
04. Static Methods with Inheritance~.mp4 14.75Мб
04. String Representation~.mp4 9.27Мб
04. Submitting Button Input Values.mp4 1.73Мб
04. Subpackages~.mp4 3.34Мб
04. Summary~.mp4 1.24Мб
04. Summary~.mp4 861.36Кб
04. Summary~.mp4 1.02Мб
04. Summary~.mp4 1.30Мб
04. Summary~.mp4 1.58Мб
04. Summary~.mp4 942.22Кб
04. Summary~.mp4 1.41Мб
04. Summary~.mp4 2.24Мб
04. Summary~.mp4 2.13Мб
04. Summary~.mp4 1.75Мб
04. The Built-In issubclass() Function~.mp4 1.92Мб
04. The Bytes Type in Depth~.mp4 7.36Мб
04. The Complex Type and the cmath Module~.mp4 13.58Мб
04. The Python Standard Library Inspect Module~.mp4 20.57Мб
04. The Sized Protocol~.mp4 11.32Мб
04. The SVG Format~.mp4 4.46Мб
04. Unit Testing Helps You with Design~.mp4 12.08Мб
04. Using __all__~.mp4 5.51Мб
04. Using .iloc to Access Specific Rows or Columns~.mp4 9.93Мб
04. Using BeautifulSoup4 to Navigate Our Scraped Data~.mp4 15.59Мб
04. Using Jupyter Notebook for Data Science~.mp4 8.06Мб
04. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4 4.21Мб
04. Visualizing Distributions with Box Plots~.mp4 11.41Мб
04. Web Scraping~.mp4 3.36Мб
04. When Are the Representations Used-~.mp4 5.59Мб
04. While-else for Evaluating Stack Programs~.mp4 18.86Мб
04. While-loops~.mp4 4.77Мб
04. Why Should Developers Care-~.mp4 7.98Мб
04. Working with Databases Using SQLAlchemy.mp4 8.11Мб
04. Working with the Code of Others~.mp4 6.63Мб
04. Writing Scraped Contents to a File~.mp4 6.36Мб
04. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4 14.24Мб
05. __exit__()~.mp4 3.86Мб
05. Appending Text~.mp4 1.13Мб
05. Bivariate and Multivariate Descriptive Statistics.mp4 4.65Мб
05. Building Sparklines~.mp4 5.41Мб
05. Built-In Numeric Functions abs() and round()~.mp4 6.91Мб
05. Chaining Exceptions~.mp4 18.14Мб
05. Class Methods with Inheritance~.mp4 18.29Мб
05. Constructing a Map Visualization~.mp4 12.78Мб
05. CrawlSpider~.mp4 3.51Мб
05. Create Frequency Table with the Crosstab Function~.mp4 7.88Мб
05. CSS Selectors Using Soup Sieve~.mp4 16.54Мб
05. Data Science~.mp4 6.06Мб
05. Data vs. Non-data Descriptors~.mp4 6.28Мб
05. Defining Styles and Configs~.mp4 10.69Мб
05. Deleting Tables~.mp4 1.97Мб
05. Demo- A Python Project with Docstrings~.mp4 11.56Мб
05. Demo- Combining Tools to Scrape a Dynamic Webpage - Practical Implementation.mp4 16.46Мб
05. Demo- Commandline Tools- Pylint.mp4 22.37Мб
05. Demo- Creating an Account on a Website with Python and Selenium.mp4 21.63Мб
05. Demo- Creating and Scaffolding a New Scrapy Project.mp4 10.88Мб
05. Demo- Data Preparation and Visualization.mp4 15.17Мб
05. Demo- Exploring and Working with Azure Notebooks.mp4 9.94Мб
05. Demo- Exploring Online Resources~.mp4 24.22Мб
05. Demo- Grouping Multi-index Data~.mp4 4.42Мб
05. Demo- Hash Immutability~.mp4 4.61Мб
05. Demo- Installing Anaconda Python on MacOS~.mp4 9.09Мб
05. Demo- Installing Eclipse and Setting up the PyDev Plugin.mp4 13.34Мб
05. Demo- Installing Libraries~.mp4 7.24Мб
05. Demo- Installing the Python 2 Kernel along with Python 3.mp4 8.53Мб
05. Demo- Interactive Forms.mp4 9.61Мб
05. Demo- Linux Installation~.mp4 7.50Мб
05. Demo- List Slicing Operations and List Functions.mp4 7.78Мб
05. Demo- Locating Elements in a Webpage - Part 2.mp4 12.91Мб
05. Demo- Mapping Types~.mp4 8.72Мб
05. Demo- mypy~.mp4 3.66Мб
05. Demo- Notebook Limits and Shutting down Kernels.mp4 9.27Мб
05. Demo- Pairwise Relationships.mp4 13.08Мб
05. Demo- Performing Classification Using Logistic Regression.mp4 12.81Мб
05. Demo- Performing the Paired Difference t-test.mp4 10.43Мб
05. Demo- Preparing Data for Simple Linear Regression.mp4 12.14Мб
05. Demo- Quantiles and the Interquartile Range.mp4 10.50Мб
05. Demo- Reassignment of Variables within Functions.mp4 13.05Мб
05. Demo- Save, Checkpoint, and Export Notebooks.mp4 4.10Мб
05. Demo- Setting up and Connecting to Cloud Datalab on the GCP.mp4 14.51Мб
05. Demo- The First Coroutine~.mp4 8.71Мб
05. Demo- Using if with Lists and Dictionary Elements.mp4 5.29Мб
05. Demo - View Code~.mp4 10.80Мб
05. Demo- Visualizing Relationships Using Binning and Aggregation.mp4 7.98Мб
05. Demo- Windows - Installing Jupyter Notebooks Using Pip.mp4 10.76Мб
05. Demo- Working with the Command Line Processes and Environment Variables.mp4 16.28Мб
05. Demo- Z-scores Using SciPy.mp4 12.34Мб
05. Depth-first, In-order Iterator~.mp4 10.12Мб
05. Dropping Rows of Data~.mp4 9.34Мб
05. Duck Tail- An Object Introspection Tool~.mp4 53.17Мб
05. Durations~.mp4 2.23Мб
05. Example- A Full Program~.mp4 4.89Мб
05. Example Measuring Branch Coverage~.mp4 7.60Мб
05. Example Using a Dummy~.mp4 6.60Мб
05. Exploring Items Using the Scrapy Shell~.mp4 7.23Мб
05. Export CSV Files and Render Data to HTML, JSON, or XML.mp4 18.32Мб
05. Extracting Information from a Scraped Division~.mp4 9.15Мб
05. Extracting Specific Page Elements~.mp4 16.48Мб
05. Filtering Data with str.contains~.mp4 12.59Мб
05. For-else Clauses and Handling Search Failure~.mp4 6.75Мб
05. General Advice~.mp4 4.53Мб
05. Handling Form Submissions - POST Forms.mp4 14.48Мб
05. Handling Output That Varies Using a Wildcard~.mp4 14.55Мб
05. HTTP Client Libraries~.mp4 5.76Мб
05. Importing Data from Relational Databases with pandas (MySQL).mp4 8.52Мб
05. Inserting Data- Single and Multiple Rows.mp4 6.14Мб
05. Install Pygal~.mp4 8.33Мб
05. Instance Initializers~.mp4 9.66Мб
05. Integers~.mp4 2.93Мб
05. Interaction with format()~.mp4 7.47Мб
05. Introducing the Scrapy Shell~.mp4 10.52Мб
05. Introduction to Test Fixtures~.mp4 7.24Мб
05. Investigating Relationships between MPG and Weight~.mp4 7.40Мб
05. Item Pipelines~.mp4 3.07Мб
05. Lady Tasting Tea~.mp4 7.69Мб
05. Lambdas~.mp4 15.07Мб
05. List~.mp4 1.93Мб
05. Lists~.mp4 11.92Мб
05. Making GET Requests Using Httplib2, Urllib and Requests.mp4 19.13Мб
05. Managing Project Requirements.mp4 11.90Мб
05. map() Versus Comprehensions~.mp4 1.16Мб
05. Measures of Dispersion.mp4 6.72Мб
05. Merge Keys~.mp4 4.93Мб
05. Metaclass __call__ - The Instance Constructor~.mp4 12.96Мб
05. Method Resolution with Virtual Base Classes~.mp4 3.35Мб
05. Moment of Zen~.mp4 1.06Мб
05. Multiple Inheritance~.mp4 7.50Мб
05. Navigating Children, Descendants, and Parents~.mp4 16.00Мб
05. Object-relational Mapper (ORM) and Classical Mapping.mp4 5.59Мб
05. Parameterized Decorators~.mp4 6.01Мб
05. Pitfalls with __getattr__~.mp4 8.28Мб
05. Python Culture~.mp4 3.62Мб
05. Python Packages~.mp4 6.37Мб
05. Reading Matlab Files~.mp4 3.09Мб
05. Re-raising Exceptions~.mp4 2.26Мб
05. Reshape Data Using the Stack and Unstack Functions~.mp4 4.15Мб
05. Response Object~.mp4 5.26Мб
05. Review~.mp4 2.23Мб
05. Running and Debugging Python Code with an IDE.mp4 26.30Мб
05. Scopes~.mp4 5.27Мб
05. Skipping a Test Case & Explanation of 'Test Fixture'~.mp4 15.09Мб
05. Static Methods with Inheritance~.mp4 14.15Мб
05. Summary~.mp4 537.35Кб
05. Summary~.mp4 1.68Мб
05. Summary~.mp4 2.96Мб
05. Summary~.mp4 1.87Мб
05. Summary~.mp4 1.46Мб
05. Summary~.mp4 3.14Мб
05. Summary~.mp4 8.75Мб
05. Summary~.mp4 2.45Мб
05. Summary~.mp4 4.96Мб
05. Summary~.mp4 1.57Мб
05. Summary~.mp4 1.84Мб
05. Summary~.mp4 541.22Кб
05. Summary~.mp4 756.29Кб
05. super()~.mp4 19.19Мб
05. Takeaway~.mp4 2.70Мб
05. The bytearray Type~.mp4 4.18Мб
05. The Iterable Protocol~.mp4 12.27Мб
05. The Nonlocal Keyword~.mp4 15.94Мб
05. The Python Execution Model~.mp4 2.54Мб
05. Transforming Data~.mp4 8.25Мб
05. Unit Testing Helps You Detect Regression~.mp4 7.75Мб
05. Update Records with SQLFORMS.mp4 11.70Мб
05. Using Apache Zeppelin for Data Science~.mp4 4.84Мб
05. Value Equality~.mp4 12.72Мб
05. Visualizing and Graphing Data with Matplotlib.mp4 5.42Мб
05. What Makes Python Different-~.mp4 3.42Мб
05. Working with Different Parsers.mp4 6.53Мб
05. Z-score Normalization~.mp4 3.56Мб
06. __exit__() and Exception Propagation~.mp4 5.29Мб
06. Alternatives to Loop-else Clauses~.mp4 3.95Мб
06. A Practical Metaclass Example~.mp4 12.31Мб
06. A Second Class~.mp4 5.17Мб
06. Building a Flask App to Render Pygal Charts~.mp4 10.55Мб
06. Build the View Page~.mp4 7.93Мб
06. Business Rules and Libraries~.mp4 5.20Мб
06. Class Methods with Inheritance~.mp4 20.08Мб
06. Cleaning up Fixture Resources, Chaining Fixtures~.mp4 13.07Мб
06. Cloudera Data Science Workbench for Data Science at Scale.mp4 10.29Мб
06. Command Line Arguments~.mp4 5.21Мб
06. Demo- Accessing Google Drive Contents from Colab.mp4 4.96Мб
06. Demo- Building a Simple Regression Model on Datalab.mp4 11.84Мб
06. Demo- Commandline Tools- Pycodestyle and Black.mp4 7.50Мб
06. Demo- Concatenating and Copying Lists~.mp4 4.44Мб
06. Demo- Executing Code in Jupyter~.mp4 6.60Мб
06. Demo- Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4 10.89Мб
06. Demo- If-elif for Multiple Conditional Checks.mp4 6.35Мб
06. Demo- Implementing a Scraping Pipeline~.mp4 27.94Мб
06. Demo- Installing Anaconda Python on Windows~.mp4 8.91Мб
06. Demo- Interactive Visualizations with Altair.mp4 17.58Мб
06. Demo- Linear Regression Using Analytical and Machine Learning Techniques.mp4 10.30Мб
06. Demo- Loading Cleaning and Preparing Data.mp4 10.63Мб
06. Demo- MacOS - Installing Anaconda and Jupyter Notebooks.mp4 14.80Мб
06. Demo - Menu Code~.mp4 6.90Мб
06. Demo- Modification of Complex Types within Functions.mp4 6.78Мб
06. Demo- Navigating a Webpage with Selenium.mp4 13.24Мб
06. Demo- One-way ANOVA and Tukey's Honest Significant Difference Test.mp4 10.59Мб
06. Demo- Opening a Webpage with WebDriver.mp4 6.76Мб
06. Demo- Package Management with pip.mp4 8.38Мб
06. Demo- Reading the Contents of a File~.mp4 8.78Мб
06. Demo- Running and Debugging Code with Eclipse.mp4 18.37Мб
06. Demo- Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4 14.07Мб
06. Demo- Share Notebooks on Github.mp4 14.86Мб
06. Demo- Skewness and Kurtosis for Stock Returns.mp4 9.78Мб
06. Demo- Splitting into Training and Test Subsets.mp4 4.91Мб
06. Demo- Using Apidoc to Generate Documentation from Python Code.mp4 17.89Мб
06. Demo- Using Python 2 and Python 3 Kernels.mp4 10.34Мб
06. Demo- Variance and Standard Deviation.mp4 6.01Мб
06. Demo- Visualizing Multiple Relationships with Facets.mp4 7.97Мб
06. Demo- Windows - Installing Python and Using Pip to Install Packages.mp4 8.27Мб
06. Details of Multiple Inheritance~.mp4 2.77Мб
06. Detecting Callable Objects~.mp4 2.03Мб
06. Dict~.mp4 1.75Мб
06. Dictionaries~.mp4 8.98Мб
06. Example Adding Parameterized Tests to Existing Code with Coverage.mp4 17.57Мб
06. Exceptions Are Part of the API~.mp4 5.83Мб
06. Filtering Data~.mp4 7.01Мб
06. Filtering Elements Using Find and Find All.mp4 13.91Мб
06. Filtering Iterators~.mp4 11.63Мб
06. Function Decorators~.mp4 3.75Мб
06. Generating Radar Plots~.mp4 13.12Мб
06. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4 12.14Мб
06. Identifying and Dropping Duplicate Data~.mp4 15.06Мб
06. Integers Jup~.mp4 13.75Мб
06. Integrating with Version Control Using an IDE.mp4 25.84Мб
06. Interacting with Pygal Charts~.mp4 11.28Мб
06. Interpreting Binary Structures~.mp4 35.31Мб
06. Introducing Line and Datetimeline Charts~.mp4 10.17Мб
06. Introducing Regular Expressions~.mp4 8.30Мб
06. Iterating over Files~.mp4 1.84Мб
06. Iteration Protocols~.mp4 3.70Мб
06. Library Support for Abstract Base Classes~.mp4 5.41Мб
06. Limitations of Unit Testing~.mp4 3.17Мб
06. Loading a CSV into a Table~.mp4 2.76Мб
06. Making GET Requests Using httplib2~.mp4 16.35Мб
06. Mocks and Spies Give You a Third Kind of Assertion~.mp4 3.20Мб
06. Moment of Zen~.mp4 774.45Кб
06. More on Immutability~.mp4 1.81Мб
06. Navigating Sideways Using Next and Previous Sibling.mp4 6.97Мб
06. Number Base Conversions~.mp4 4.36Мб
06. Overriding __delattr__~.mp4 2.33Мб
06. Points to Consider for Data Normalization and Summary~.mp4 3.60Мб
06. Projects, Requirements, and Versions.mp4 4.91Мб
06. Properties~.mp4 28.03Мб
06. Reading Pickle Files~.mp4 7.09Мб
06. Relative Imports~.mp4 5.28Мб
06. reprlib~.mp4 5.63Мб
06. Reshaping and Aggregation with Pivot Table~.mp4 3.47Мб
06. Resolving the Mystery~.mp4 7.08Мб
06. Review~.mp4 2.54Мб
06. Selecting Elements Using CSS Selectors.mp4 27.75Мб
06. Set and Summary~.mp4 2.56Мб
06. Summary~.mp4 3.00Мб
06. Summary~.mp4 924.88Кб
06. Summary~.mp4 777.07Кб
06. Summary~.mp4 4.71Мб
06. Summary~.mp4 1.96Мб
06. Summary~.mp4 574.10Кб
06. Summary~.mp4 1.06Мб
06. Summary~.mp4 1.68Мб
06. Summary~.mp4 849.67Кб
06. Summary and Feedback~.mp4 1.80Мб
06. Takeaway~.mp4 1.40Мб
06. Takeaway~.mp4 1.42Мб
06. The Declarative API~.mp4 10.92Мб
06. The filter() Function~.mp4 3.79Мб
06. The How Parameter~.mp4 5.23Мб
06. The Power, Alpha and p-value of a Statistical Test.mp4 3.77Мб
06. The Python Standard Library~.mp4 7.98Мб
06. The Sequence Protocol- Indexing~.mp4 12.40Мб
06. Timezones~.mp4 3.05Мб
06. Traceback Objects~.mp4 9.62Мб
06. Understanding How Cylinders and Displacement Are Related~.mp4 3.66Мб
06. Understanding Variance.mp4 3.74Мб
06. Using Items to Store Extracted Content~.mp4 12.77Мб
06. Using Selectors as an Alternative to the Find Method~.mp4 6.10Мб
06. Using the Soup Strainer to Parse Parts of a Document.mp4 5.39Мб
06. Using XPath to Navigate an XML Tree.mp4 10.75Мб
06. Value Inequality~.mp4 4.21Мб
06. Vocabulary Summary~.mp4 3.27Мб
06. Why Scrapy~.mp4 5.47Мб
06. Workflows in Data Analytics~.mp4 7.50Мб
06. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4 3.77Мб
06. XMLFeedSpider~.mp4 2.37Мб
07. Advanced Selections Using CSS Selectors.mp4 17.14Мб
07. Advice and Strategy for Scraping~.mp4 2.01Мб
07. A First Decorator Example~.mp4 6.96Мб
07. A Real-world Example.mp4 12.45Мб
07. asciii(), ord(), and chr()~.mp4 3.54Мб
07. Assertions- Internal Invariants~.mp4 10.03Мб
07. Closing Files with Finally~.mp4 5.88Мб
07. Collaborating Classes~.mp4 3.42Мб
07. Constructing a Funnel Visualization~.mp4 7.92Мб
07. Controlling Imports with __all__~.mp4 5.48Мб
07. CSVFeedSpider~.mp4 2.06Мб
07. Customizing Attribute Storage~.mp4 7.41Мб
07. Dataclass and Summary~.mp4 4.64Мб
07. Demo- Building Models.mp4 12.31Мб
07. Demo- Cleaning Data~.mp4 11.14Мб
07. Demo- Descriptive Statistics and Regression Analysis on Bivariate and Multivariate Data.mp4 14.63Мб
07. Demo- Disambiguating Merged Columns and Updating Dataframes.mp4 3.29Мб
07. Demo- Exploring and Visualizing Relationships.mp4 13.18Мб
07. Demo- Extracting Data without Scrapy.mp4 21.44Мб
07. Demo- Getting Package Information with pip.mp4 8.43Мб
07. Demo- Installing and Setting up PyCharm.mp4 11.39Мб
07. Demo- Interpreting and Visualizing Summary Statistics.mp4 10.68Мб
07. Demo- Introducing Tuples~.mp4 7.36Мб
07. Demo- Invoking Functions with Keyword Arguments.mp4 10.57Мб
07. Demo- Iterating over List Elements Using a For Loop.mp4 8.11Мб
07. Demo- MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Installer.mp4 13.64Мб
07. Demo- MacOS - Using Brew to Install Python 3.mp4 9.30Мб
07. Demo- Overwriting and Appending Content to a File~.mp4 9.98Мб
07. Demo- Restarting and Switching Kernels~.mp4 9.62Мб
07. Demo- Setting up a SageMaker Notebook Instance on AWS.mp4 10.97Мб
07. Demo- Simple Expressions~.mp4 11.00Мб
07. Demo- Two-way ANOVA~.mp4 17.90Мб
07. Demo- Uploading Files and Running Code on GCP.mp4 7.79Мб
07. Demo- Using R and Python 3 Kernels~.mp4 5.42Мб
07. Demo- Visualizing Correlations in Data.mp4 7.21Мб
07. Demo- Widgets~.mp4 10.59Мб
07. Deploying Our App~.mp4 12.58Мб
07. Encodings in Beautiful Soup~.mp4 4.59Мб
07. Everything is an Object~.mp4 1.94Мб
07. Example of Poor Unit Test Design~.mp4 13.34Мб
07. Example Using a Spy~.mp4 17.39Мб
07. Exceptions and Protocols~.mp4 2.55Мб
07. Extended Formal Argument Syntax~.mp4 15.29Мб
07. For-loop~.mp4 1.36Мб
07. Fractions~.mp4 6.94Мб
07. Generator Functions~.mp4 4.60Мб
07. Global Options and Directives~.mp4 9.53Мб
07. Importing Relational Data~.mp4 4.68Мб
07. Introducing Plotly.mp4 2.30Мб
07. Introducing the t-test~.mp4 6.16Мб
07. Looking at MPG over the Years~.mp4 3.68Мб
07. Making OPTIONS, POST, PUT Requests with httplib2.mp4 7.80Мб
07. Method Resolution Order~.mp4 9.94Мб
07. Module Summary.mp4 1.82Мб
07. Module Summary~.mp4 729.38Кб
07. Module Summary~.mp4 2.28Мб
07. Module Summary~.mp4 2.09Мб
07. Moment of Zen~.mp4 850.13Кб
07. More Querying and Database Functions.mp4 11.98Мб
07. Naming Descriptors Using Metaclasses~.mp4 12.82Мб
07. Navigating Sideways Using Next Element and Previous Element.mp4 5.72Мб
07. Organzing Test Code for Larger Programs~.mp4 8.69Мб
07. Performing Simple Pattern Matches Using Regular Expressions.mp4 8.50Мб
07. Plot Data from a CSV File~.mp4 12.01Мб
07. Plotting Real Data with Line and Dateline Charts~.mp4 9.38Мб
07. Properties~.mp4 27.51Мб
07. Properties and Inheritance~.mp4 38.37Мб
07. Review~.mp4 1.98Мб
07. Review~.mp4 2.99Мб
07. Review- Apidoc~.mp4 5.29Мб
07. Searching and Filtering Using Custom Functions.mp4 5.52Мб
07. Sets~.mp4 7.91Мб
07. Summary~.mp4 2.02Мб
07. Summary~.mp4 7.24Мб
07. Summary~.mp4 2.23Мб
07. Summary~.mp4 1.75Мб
07. Summary~.mp4 1020.86Кб
07. Summary~.mp4 1.11Мб
07. Summary~.mp4 1.10Мб
07. Summary~.mp4 912.91Кб
07. Summary and Further Study.mp4 2.74Мб
07. Summary - Inserting and Updating Records.mp4 1.22Мб
07. Takeaway~.mp4 1.68Мб
07. Takeaway~.mp4 1.35Мб
07. Testing the Flask App~.mp4 3.33Мб
07. The datetime Module and date Type~.mp4 13.74Мб
07. The functools.reduce() Function~.mp4 6.57Мб
07. The Gaussian Distribution.mp4 5.12Мб
07. The Hashable Protocol~.mp4 14.74Мб
07. The memoryview Type~.mp4 23.51Мб
07. The Sequence Protocol- Slicing~.mp4 19.07Мб
07. The with-statement Expansion~.mp4 2.17Мб
07. Tracking Coverage Trends~.mp4 2.22Мб
07. Transforming Iterators~.mp4 7.55Мб
07. Try-else Clauses~.mp4 2.44Мб
07. Unit Testing Is Part of Your Job~.mp4 1.82Мб
07. Using Item Loaders and Input and Output Processors for Scraped Data.mp4 20.26Мб
07. Virtual Subclass Registration~.mp4 1.83Мб
07. Working with Databases in Python Using an IDE.mp4 7.93Мб
08. Another Example- Testing with Tox.mp4 11.81Мб
08. Assertions- Class Invariants~.mp4 7.17Мб
08. Avoid Explicit Type Checks~.mp4 1.41Мб
08. Better Design with Arrange-Act-Assert~.mp4 12.69Мб
08. Building the Scraper Module Using PyCharm~.mp4 14.68Мб
08. Combining map() and reduce()~.mp4 4.65Мб
08. Combining Subclass Detection and Registration~.mp4 5.70Мб
08. Comprehensible Test Results With __repr__()~.mp4 8.20Мб
08. contextlib.contextmanager~.mp4 12.53Мб
08. Creating Gauge Plots~.mp4 10.19Мб
08. Cups Example Jup~.mp4 33.55Мб
08. Demo- Assigning Default Values for Input Arguments.mp4 5.50Мб
08. Demo- Building a Regression Model.mp4 11.70Мб
08. Demo- Calculating and Interpreting Confidence Intervals.mp4 5.40Мб
08. Demo- Calculating and Visualizing Correlations.mp4 17.31Мб
08. Demo- Chi2 Analysis~.mp4 15.05Мб
08. Demo- Evaluating Models.mp4 4.54Мб
08. Demo- Executing Code to Integrate with S3 Buckets.mp4 11.99Мб
08. Demo- Exploring Line and Cell Magic Commands.mp4 15.62Мб
08. Demo- Exploring Magic Commands~.mp4 9.75Мб
08. Demo- Interactive Visualizations for Financial Data Using Plotly.mp4 11.82Мб
08. Demo- Introducing Dictionaries~.mp4 10.24Мб
08. Demo- Logical Operations~.mp4 8.47Мб
08. Demo- MacOS - Using Pip to Install Packages.mp4 7.68Мб
08. Demo- Running and Debugging Code with PyCharm.mp4 18.44Мб
08. Demo- Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4 9.73Мб
08. Demo- Selecting Relevant Features for Multiple Regression Using Correlations.mp4 11.37Мб
08. Demo- Skewness and Kurtosis.mp4 9.04Мб
08. Demo- Summary Statistics and Basic Analysis.mp4 4.94Мб
08. Demo- Using For Loops with the Range Function.mp4 5.24Мб
08. Demo- Working with CSV and JSON Files~.mp4 8.35Мб
08. Direct vs. Indirect Access to __dict__~.mp4 1.07Мб
08. Docstrings~.mp4 2.46Мб
08. Duck Tail- Bigger Isn't Always Better~.mp4 6.99Мб
08. Duck Tail- The Template Method Pattern~.mp4 13.83Мб
08. Emulating Switch Statements~.mp4 18.50Мб
08. Example Using a Mock~.mp4 15.46Мб
08. Extended Call Syntax~.mp4 4.76Мб
08. Extracting Links from a Page~.mp4 20.24Мб
08. Filter by Tags and Attributes Using Regular Expressions and Custom Functions.mp4 15.22Мб
08. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4 3.28Мб
08. Handling Redirects with httplib2~.mp4 7.19Мб
08. How Is Method Resolution Order Calculated-~.mp4 4.08Мб
08. Introducing XY Plots~.mp4 6.83Мб
08. Iterables~.mp4 10.08Мб
08. Maintaining State in Generators~.mp4 3.93Мб
08. Memory-mapped Files~.mp4 15.20Мб
08. Metaclasses and Inheritance~.mp4 14.23Мб
08. Moment of Zen~.mp4 834.59Кб
08. Namespace Packages~.mp4 7.94Мб
08. One Sample Location t-test and the Z-Test.mp4 4.67Мб
08. Parsing Web Pages Using Regular Expressions.mp4 15.49Мб
08. Properties and Inheritance~.mp4 31.77Мб
08. Protocols~.mp4 2.88Мб
08. Putting it all Together~.mp4 6.99Мб
08. Regression Testing Your Tutorial Documentation~.mp4 12.48Мб
08. Reversing a Sequence~.mp4 5.06Мб
08. Review~.mp4 1.85Мб
08. Sampling Distribution to Estimate Population Mean.mp4 10.10Мб
08. Selecting Elements Using XPath Selectors.mp4 26.75Мб
08. SitemapSpider~.mp4 2.81Мб
08. Stacked Bar Charts~.mp4 7.56Мб
08. Summary~.mp4 4.03Мб
08. Summary~.mp4 2.28Мб
08. Summary~.mp4 2.19Мб
08. Summary~.mp4 1.71Мб
08. Summary and Further Study~.mp4 2.38Мб
08. Summary and Further Study~.mp4 2.35Мб
08. Test-Last Process~.mp4 3.11Мб
08. The time Type~.mp4 4.95Мб
08. Understanding Brands and Territories with Text Processing~.mp4 4.00Мб
08. Unit Testing with an IDE~.mp4 7.59Мб
08. Using Joins~.mp4 2.06Мб
08. Using Markers to Control Which Tests Are Run~.mp4 16.18Мб
08. Using Pipelines to Transform Scraped Data.mp4 13.67Мб
08. What Can Be a Decorator-~.mp4 5.62Мб
08. With-blocks~.mp4 1.94Мб
09. Assertions- Performance~.mp4 7.15Мб
09. Autocorrelation~.mp4 2.16Мб
09. Booking Seats~.mp4 13.73Мб
09. Comments~.mp4 984.79Кб
09. Confidence Intervals.mp4 9.18Мб
09. Dealing with Missing Data during the Scrape~.mp4 9.31Мб
09. Demo- Batch and Individual Predictions.mp4 14.15Мб
09. Demo- Covariance and Correlation.mp4 12.53Мб
09. Demo- First Class Functions~.mp4 12.12Мб
09. Demo- Geographical Plots Using Bubble Maps.mp4 7.02Мб
09. Demo- Implementing a scrapy.Spider.mp4 33.99Мб
09. Demo- Installing and Working with Virtual Environments.mp4 7.27Мб
09. Demo- Integrating with Github.mp4 5.88Мб
09. Demo- Iterating over Dictionary Elements Using a For Loop.mp4 3.94Мб
09. Demo- Line Magic and Cell Magic Commands.mp4 8.13Мб
09. Demo- MacOS - Installing Jupyter Lab Using Pip.mp4 12.84Мб
09. Demo- Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4 5.48Мб
09. Demo- Variables~.mp4 9.89Мб
09. Demo- Visualizing Relationships in Data.mp4 9.62Мб
09. Demo- Where Are Packages Installed-.mp4 7.88Мб
09. Demo- Working with Spyder~.mp4 18.30Мб
09. Detailed Design of Arrange-Act-Assert Test Parts~.mp4 15.11Мб
09. Dispatching on Type~.mp4 23.68Мб
09. Executable Directories~.mp4 7.10Мб
09. Exploring Real Data with XY Plots~.mp4 12.79Мб
09. Extracting Absolute and Relative Links from HTML~.mp4 15.12Мб
09. Floats~.mp4 12.57Мб
09. Forwarding Arguments~.mp4 1.63Мб
09. Implementing Equality and Inequality~.mp4 25.79Мб
09. Instances as Decorators~.mp4 6.24Мб
09. Introducing Beautiful Soup~.mp4 19.25Мб
09. It's Easier to Ask Forgiveness Than Permission~.mp4 3.96Мб
09. Laziness and the Infinite~.mp4 2.02Мб
09. Making HTTP Requests and Parsing URLs Using urllib.mp4 14.56Мб
09. Module Summary~.mp4 2.13Мб
09. Module Summary~.mp4 1.08Мб
09. Module Summary~.mp4 725.29Кб
09. Module Summary~.mp4 2.17Мб
09. Module Summary~.mp4 2.01Мб
09. Module Summary~.mp4 2.48Мб
09. Module Summary~.mp4 1.58Мб
09. Module Summary~.mp4 2.07Мб
09. Moment of Zen~.mp4 879.96Кб
09. Multiple Context Managers~.mp4 7.02Мб
09. Other Types of t-tests~.mp4 9.77Мб
09. Overriding __getattribute__~.mp4 9.92Мб
09. Overriding Properties with Template Methods.mp4 13.64Мб
09. Overview of All the Types of Test Double~.mp4 2.40Мб
09. Solid Gauge Plots~.mp4 7.01Мб
09. Summary~.mp4 2.66Мб
09. Summary~.mp4 2.50Мб
09. Summary~.mp4 4.56Мб
09. Summary~.mp4 7.62Мб
09. Summary~.mp4 3.76Мб
09. Summary~.mp4 4.05Мб
09. Summary and Further Study.mp4 2.56Мб
09. Summary and Further Study~.mp4 2.50Мб
09. Takeaway~.mp4 3.76Мб
09. Telling a Data Story to Explain Our Discoveries~.mp4 6.22Мб
09. Test-First Process~.mp4 5.25Мб
09. The ABC Convenience Base Class~.mp4 966.00Кб
09. The Alternative Iterable Protocol.mp4 7.90Мб
09. The Built-In super() Function~.mp4 5.27Мб
09. The datetime Type~.mp4 8.94Мб
09. The index() Method~.mp4 7.91Мб
09. The Iteration Protocols~.mp4 4.93Мб
09. Using an HTML Report Plugin & Module Summary~.mp4 3.32Мб
09. Using a Soup Strainer to Parse a Subset of a Document.mp4 8.96Мб
09. Working with Hierarchical Tables~.mp4 3.39Мб
10. Attribute Lookup for Special Methods~.mp4 5.87Мб
10. Binary Files~.mp4 13.20Мб
10. Class-Bound Super Proxies~.mp4 5.98Мб
10. Cleanup Actions~.mp4 2.80Мб
10. Constructing a Dot Plot~.mp4 12.80Мб
10. Declaring Abstract Methods~.mp4 7.99Мб
10. Demo- A Better Way to Call pip~.mp4 6.31Мб
10. Demo- Basic Types and Type Conversions~.mp4 7.52Мб
10. Demo- Calculating and Visualizing Autocorrelation.mp4 9.99Мб
10. Demo- Calculating and Visualizing Confidence Intervals.mp4 11.01Мб
10. Demo- Clustering.mp4 11.78Мб
10. Demo- Conditional Looping Using While Loops.mp4 14.14Мб
10. Demo- Editing a Python Script Using Nano and Vim.mp4 5.40Мб
10. Demo- Exploring Interactive Widgets~.mp4 8.76Мб
10. Demo- Implementing a CrawlSpider.mp4 24.43Мб
10. Demo- Sharing Visualizations Online Using Plotly.mp4 12.55Мб
10. Don't Pass a List!~.mp4 2.83Мб
10. Double Dispatch with Methods~.mp4 11.57Мб
10. Duck Tail- Preconditions and Postconditions~.mp4 27.63Мб
10. Duck Tail- Transposing Tables~.mp4 7.68Мб
10. Durations with the timedelta Type~.mp4 3.85Мб
10. Generator Expressions~.mp4 3.28Мб
10. GET and POST Requests Using the Requests Library.mp4 11.36Мб
10. Interest Jup~.mp4 39.44Мб
10. Methods for Implementation Details~.mp4 7.26Мб
10. Module Summary.mp4 1.86Мб
10. Module Summary~.mp4 1.05Мб
10. Module Summary~.mp4 2.03Мб
10. Module Summary~.mp4 1.99Мб
10. Module Summary~.mp4 1.99Мб
10. Module Summary~.mp4 1.64Мб
10. Module Summary~.mp4 1.71Мб
10. Module Summary~.mp4 1.83Мб
10. Multiple Decorators~.mp4 5.49Мб
10. One-way ANOVA~.mp4 9.90Мб
10. Putting the Protocols Together~.mp4 2.74Мб
10. Recommended Layout~.mp4 2.58Мб
10. Refactoring Our Code and Caching Our Scraped Data~.mp4 9.81Мб
10. Shebang~.mp4 2.06Мб
10. Skewness and Kurtosis.mp4 6.72Мб
10. Summary~.mp4 2.47Мб
10. Summary~.mp4 1020.47Кб
10. Summary and Further Study.mp4 1.91Мб
10. Summary and Further Study.mp4 2.35Мб
10. Takeaway~.mp4 1.92Мб
10. Test-Driven Development~.mp4 3.59Мб
10. The count() Method~.mp4 6.01Мб
10. The Extended iter() Form~.mp4 6.96Мб
10. The Sequence Protocol- Reversing~.mp4 7.48Мб
10. Using Monkeypatching to Insert a Test Double~.mp4 9.45Мб
11. Adding a Test to Verify Our Regular Expression Processing.mp4 14.02Мб
11. Alternative Iterable Protocol~.mp4 2.27Мб
11. Arithmetic with datetime~.mp4 2.06Мб
11. Automated Build Servers and Continuous Integration~.mp4 6.32Мб
11. Bitwise Operators~.mp4 1.30Мб
11. Combining Method Decorators~.mp4 5.73Мб
11. Covariance and Correlation.mp4 6.24Мб
11. Decorating Methods~.mp4 3.37Мб
11. Demo- Anomaly Detection.mp4 7.97Мб
11. Demo- Break~.mp4 7.56Мб
11. Demo- Editing a Python Script Using SublimeText.mp4 6.71Мб
11. Demo- Line Plots and Bar Graphs.mp4 7.81Мб
11. Demo- Prototyping a Classifier~.mp4 5.56Мб
11. Demo- Simple Strings and Multi-line Strings~.mp4 6.51Мб
11. Demo- Wrangling and Visualizing Data~.mp4 10.37Мб
11. Duck Tail- Context Managers for Transactions~.mp4 8.95Мб
11. Duck Tails- Modules Are Singletons~.mp4 4.64Мб
11. Example Using Monkeypatching to Replace a Built-in Function~.mp4 6.72Мб
11. Handling Redirects with the Requests Library~.mp4 6.67Мб
11. Instance-Bound Super Proxies~.mp4 4.48Мб
11. Iteration Tools~.mp4 5.76Мб
11. Module Summary.mp4 2.21Мб
11. Object-Oriented Design with Function Objects~.mp4 6.79Мб
11. Platform-Specific Code~.mp4 4.39Мб
11. Representing Negative Values in a Dot Plot~.mp4 4.28Мб
11. Summary~.mp4 3.82Мб
11. Summary~.mp4 7.72Мб
11. Summary~.mp4 5.63Мб
11. Summary~.mp4 3.62Мб
11. Summary~.mp4 2.23Мб
11. Summary~.mp4 1.12Мб
11. The Extended Sequence Protocol~.mp4 21.71Мб
11. The Sequence Protocol- index()~.mp4 13.92Мб
11. Two-way ANOVA~.mp4 3.84Мб
11. Where are Methods Stored-~.mp4 3.59Мб
12. Building a Treemap Visualization~.mp4 11.25Мб
12. Calling super() Without Arguments~.mp4 1.98Мб
12. Demo- Box Plots Violin Plots and Pie Charts.mp4 9.70Мб
12. Demo- Continue and Pass~.mp4 7.29Мб
12. Demo- Using Online Editors to Write Python Code.mp4 7.02Мб
12. Demo- Writing a Python Script for a Classification Model.mp4 15.20Мб
12. Extended iter() Format~.mp4 3.59Мб
12. functools.wraps()~.mp4 12.81Мб
12. Improving @invariant with ABCs~.mp4 17.91Мб
12. Module Summary.mp4 2.01Мб
12. Module Summary~.mp4 1.82Мб
12. Module Summary~.mp4 910.66Кб
12. Module Summary~.mp4 853.97Кб
12. Module Summary~.mp4 2.20Мб
12. Module Summary~.mp4 1.80Мб
12. Module Summary~.mp4 1.78Мб
12. Pearson's Chi2 Test~.mp4 6.77Мб
12. Pixel Data~.mp4 2.55Мб
12. Polymorphism and Duck Typing~.mp4 7.77Мб
12. Summary~.mp4 8.15Мб
12. Summary~.mp4 6.39Мб
12. Summary~.mp4 3.29Мб
12. Summary~.mp4 2.64Мб
12. The Sequence Protocol- count()~.mp4 4.57Мб
12. Time Zones~.mp4 8.94Мб
12. Trading Size for Dynamism with Slots~.mp4 9.08Мб
13. Duck Tail- Floating Point vs. Rational Numbers~.mp4 43.47Мб
13. Duck Tail- Iterator for Streamed Sensor Data~.mp4 5.31Мб
13. Duck Tails- Validating Arguments~.mp4 9.14Мб
13. Improving Performance from O(N) to O(log n)~.mp4 28.03Мб
13. Inheritance and Implementation Sharing~.mp4 7.44Мб
13. Module Summary~.mp4 1.74Мб
13. Module Summary~.mp4 2.23Мб
13. Module Summary~.mp4 2.34Мб
13. Module Summary~.mp4 1.80Мб
13. Module Summary~.mp4 1.89Мб
13. Reading Binary Data~.mp4 3.08Мб
13. SortedIntList Explained~.mp4 4.41Мб
13. Summary~.mp4 2.07Мб
13. Summary~.mp4 12.19Мб
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