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O'Reilly - Operating System Forensic Analysis

O'Reilly - Operating System Forensic Analysis
English | Size: 783.36 MB
Category: Tutorial

Files, email messages, and social media posts all contain valuable information for digital forensic investigators when searching for evidence of a crime or intrusions into a computer system or network, but there's also a wealth of information to be gleaned from a computer's operating system. This includes user data, configuration settings, and a significant trail of user activities. Today, there are a number of tools available to extract and analyze this information.

Category: Tutorials | Keywords: Reilly, Operating, System, Forensic, Analysis Read More
O'Reilly - Mining the Social Web - Web Pages

O'Reilly - Mining the Social Web - Web Pages
English | Size: 327.88 MB
Category: CBTs

How do software programs that automatically extract information from web pages actually work? This video course, based on content from the book "Mining the Social Web" (O'Reilly Media) by Matthew Russell, teaches you how to create machines that can navigate the internet, cut through the noise, and extract the most important textual content from any web page or group of web pages. You'll learn how to use Python to write programs that can crawl, scrape, and parse the web; as well as discover how to extract key terms and sentences from web mined documents, explore document summarization techniques used in natural language processing and artificial intelligence, and gain experience using Python's Natural Language Toolkit (NLTK) to auto-summarize web articles. Learners should have a basic understanding of Python.

Category: Tutorials | Keywords: Reilly, Mining, Social, Pages Read More
O'Reilly - Mining the Social Web - Mailboxes

O'Reilly - Mining the Social Web - Mailboxes
English | Size: 148.91 MB
Category: CBTs

Imagine yourself as a criminal investigator. You've been tasked with searching through thousands of subpoenaed email messages for the purpose of finding evidence of fraud. What tools could you use to do your job? In this course, based on content from Matthew Russell's book, "Mining the Social Web" (O'Reilly Media), you'll learn how to forensically examine large email data sets. Designed for learners with basic Python experience, the course explains the structure of email messages, deciphers the meanings in email metadata, and shows you how to use pandas - Python's data analysis library - to organize, manipulate, and query email data. Bonus: You get to practice your detective skills on an email data set used in a real U.S. criminal investigation (i.e., the 2001 Enron fraud case).

Category: Tutorials | Keywords: Reilly, Mining, Social, Mailboxes Read More
O'Reilly - Kubernetes Fundamentals
O'Reilly - Kubernetes Fundamentals
English | Size: 703.38 MB
Category: Tutorial


Category: Tutorials | Keywords: Reilly, Kubernetes, Fundamentals Read More
O'Reilly - Forensic Analysis of Computer Memory
O'Reilly - Forensic Analysis of Computer Memory
English | Size: 658.65 MB
Category: CBTs


Category: Tutorials | Keywords: Reilly, Forensic, Analysis, Computer, Memory Read More
O'Reilly - Electronics Cookbook
O'Reilly - Electronics Cookbook
English | Size: 8.59 GB
Category: CBTs


Category: Tutorials | Keywords: Reilly, Electronics, Cookbook Read More
O'Reilly - Deploying Machine Learning Models as Microservices Using Docker
O'Reilly - Deploying Machine Learning Models as Microservices Using Docker
English | Size: 825.91 MB
Category: CBTs


Category: Tutorials | Keywords: Reilly, Deploying, Machine, Learning, Models, Microservices, Using, Docker Read More
O'Reilly - What's New in C_Sharp 7

O'Reilly - What's New in C_Sharp 7
English | Size: 362.34 MB
Category: CBTS

C# 7.0 added a number of beneficial features that all C# developers should understand. The two most prominent are tuples (which make it easy to return multiple results from a method) and pattern matching (which simplifies switch statements that are conditional on the shape of data). In this course, C# expert Keith Welch covers these two, plus all of the other pivotal features that comprise C# 7.0. Learners should understand the basic principles of object oriented programming and have some background using C#.

Category: Tutorials | Keywords: Reilly, What, Sharp Read More
O'Reilly - Capture and Analysis of Network-based Evidence

O'Reilly - Capture and Analysis of Network-based Evidence
English | Size: 715.24 MB
Category: CBTs

Category: Tutorials | Keywords: Reilly, Capture, Analysis, Network, Evidence Read More
O'Reilly - An Introduction to Machine Learning Models in Production

O'Reilly - An Introduction to Machine Learning Models in Production
English | Size: 1.38 GB
Category: CBTs

Category: Tutorials | Keywords: Reilly, Introduction, Machine, Learning, Models, Production Read More
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