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PODCAST.__INIT
Podcast.__init - The Python Podcast. init THE PYTHON DATA & SCIENCE PODCAST.__INIT__ Natural language processing is a powerful tool for extracting insights from large volumes of text. With the growth of the internet and social platforms, and the increasing number of people and communities conducting their professional and personal activities online, the opportunities for NLP to create amazing insights and experiences areendless.
PODCAST.__INIT
Podcast.__init - The Python Podcast. init THE PYTHON DATA & SCIENCE PODCAST.__INIT__ Natural language processing is a powerful tool for extracting insights from large volumes of text. With the growth of the internet and social platforms, and the increasing number of people and communities conducting their professional and personal activities online, the opportunities for NLP to create amazing insights and experiences areendless.
PODCAST.__INIT
Podcast.__init - The Python Podcast. init THE PYTHON DATA & SCIENCE PODCAST.__INIT__ Natural language processing is a powerful tool for extracting insights from large volumes of text. With the growth of the internet and social platforms, and the increasing number of people and communities conducting their professional and personal activities online, the opportunities for NLP to create amazing insights and experiences areendless.
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SOLVING PYTHON PACKAGE CREATION FOR END USER APPLICATIONS WITH PYOXIDIZER - EPISODE 282September 29, 2020
Tobias Macey Comments Off on Solving Python Package Creation For End User Applications With PyOxidizer - Episode 282*
FLEXIBLE NETWORK SECURITY DETECTION AND RESPONSE WITH GRAPL - EPISODE281
September 22, 2020
Tobias Macey Comments Off on Flexible Network Security Detection And Response With Grapl -Episode 281
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SIMPLIFIED DATA EXTRACTION AND ANALYSIS FOR CURRENT EVENTS WITH NEWSPAPER - EPISODE 280September 15, 2020
Tobias Macey Comments Off on Simplified Data Extraction And Analysis For Current Events With Newspaper - Episode 280* 1
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SOLVING PYTHON PACKAGE CREATION FOR END USER APPLICATIONS WITH PYOXIDIZER - EPISODE 282 September 29, 2020 Tobias Macey Comments Off on Solving Python Package Creation For End User Applications With PyOxidizer -Episode 282
Python is a powerful and expressive programming language with a vast ecosystem of incredible applications. Unfortunately, it has always been challenging to share those applications with non-technical end users. Gregory Szorc set out to solve the problem of how to put your code on someone else's computer and have it run without having to rely on extra systems such as virtualenvs or Docker. In this episode he shares his work on PyOxidizer and how it allows you to build a self-contained Python runtime along with statically linked dependencies and the software that you want to run. He also digs into some of the edge cases in the Python language and its ecosystem that make this a challenging problem to...__ Play Episode
FLEXIBLE NETWORK SECURITY DETECTION AND RESPONSE WITH GRAPL - EPISODE281
September 22, 2020 Tobias MaceyComments Off on
Flexible Network Security Detection And Response With Grapl - Episode281
Servers and services that have any exposure to the public internet are under a constant barrage of attacks. Network security engineers are tasked with discovering and addressing any potential breaches to their systems, which is a never-ending task as attackers continually evolve their tactics. In order to gain better visibility into complex exploits Colin O'Brien built the Grapl platform, using graph database technology to more easily discover relationships between activities within and across servers. In this episode he shares his motivations for creating a new system to discover potential security breaches, how its design simplifies the work of identifying complex attacks without relying on brittle rules, and how you can start using it to monitor your own systems today.__ Play Episode
SIMPLIFIED DATA EXTRACTION AND ANALYSIS FOR CURRENT EVENTS WITH NEWSPAPER - EPISODE 280 September 15, 2020 Tobias MaceyComments Off on
Simplified Data Extraction And Analysis For Current Events With Newspaper - Episode 280 News media is an important source of information for understanding the context of the world. To make it easier to access and process the contents of news sites Lucas Ou-Yang built the Newspaper library that aids in automatic retrieval of articles and prepare it for analysis. In this episode he shares how the project got started, how it is implemented, and how you can get started with it today. He also discusses how recent improvements in the utility and ease of use of deep learning libraries open new possibilities for future iterationsof the project.
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DIGGING INTO DAGSTER: AN OPINIONATED OPEN SOURCE FRAMEWORK FOR DATA ORCHESTRATION - EPISODE 279 September 7, 2020 Tobias Macey Comments Off on Digging Into Dagster: An Opinionated Open Source Framework For Data Orchestration - Episode 279 Data applications are complex and continually evolving, often requiring collaboration across multiple teams. In order to keep everyone on the same page a high level abstraction is needed to facilitate a cross-cutting view of the data orchestration across integration, transformation, analytics, and machine learning. Dagster is an innovative new framework that leans on the power and flexibility of Python to provide an extensible interface to the complete lifecycle of data projects. In this episode Nick Schrock explains how he designed the Dagster project to allow for integration with the entire data ecosystem while providing an opinionated structure for connecting the different stages of computation. He also discusses how he is working to grow an open ecosystem around the Dagster...__ Play Episode
WHEN, WHY, AND HOW TO USE WEB SCRAPING IN A NUTSHELL - EPISODE 278 September 1, 2020 Tobias Macey Comments Off on When, Why, and How To Use Web Scraping In A Nutshell - Episode 278 The internet is a rich source of information, but a majority of it isn't accessible programmatically through APIs or databases. To address that shortcoming there are a variety of web scraping frameworks that aid in extracting structured data from web pages. In this episode Attila Tóth shares the challenges of web data extraction, the ways that you can use it, and how Scrapy and ScrapingHub can help you with your projects.__ Play Episode
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