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Category: Tutorial
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.
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Category: Tutorial
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.
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Category: Tutorial
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).
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Category: Tutorial
O'Reilly - Special Considerations for Legal and Ethical Management of Data

O'Reilly - Special Considerations for Legal and Ethical Management of Data
English | Size: 705.53 MB
Category: CBTs
"Big data" is ubiquitous, but legal considerations regarding the collection and use of such data can get overlooked with significant consequences for all involved. This video walks through the best practices businesses should follow when working with big data to avoid triggering legal scrutiny. Topics include: providing transparency and choice around data practices; special considerations when dealing with sensitive data; attention to the organization's data collection philosophy; support for a compliant culture; exercising due diligence on the frontend; including appropriate terms in contracts; and considerations for managing the data life cycle and data hygiene.
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Category: Tutorial
O'Reilly Media, Inc. - Learning CompTIA CSA+ 2017 TUTORiAL
O'Reilly Media, Inc. - Learning CompTIA CSA+ 2017 TUTORiAL | 2.61 GB

This course prepares you to pass the CompTIA CS0-001 Cybersecurity Analyst certification exam. It covers every topic tested during that exam and will help you gain the knowledge you need to further your career in cybersecurity.
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Category: Software
O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training 171212

O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training 171212

O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training
English | Size: 659.21 MB
Category: Tutorial


Get yourself ready to become a Red Hat Certified Architect (RHCA) in this first of five courses taught by a former Red Hat certified trainer and examiner, Bo Rothwell. This course teaches you everything you need to know to pass the Red Hat Certificate of Expertise in Server Hardening EX413 exam. Two important things come with passing the EX413. First, it tells the world that you know how to protect Red Hat Enterprise Linux systems against unauthorized access. Second, it gets you closer to becoming an RHCA with the coveted datacenter concentration. Earning the RHCA: Datacenter requires that you pass five separate tests.
This course gets you through one of those tests, the EX413. Take this course, pass the EX413, and then look for Bo's other RHCA: Datacenter exam prep courses. Note: the EX413 exam can only be taken by those who already hold the Red Hat Certified Engineer certification.

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Category: Tutorial
Strata Data Conference in Singapore 2017 - O'Reilly Conferences
Strata Data Conference 2017 - Singapore
MP4 | Video: AVC 1920x1080 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 15M | 5.82 GB
Genre: eLearning | Language: English

Well make the Keynotes available here as soon as possible after they happen. Video of the sessions and tutorials will be available a few weeks after the end of the conference.
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Category: Tutorial
O'Reilly - Introduction to Amazon Machine Learning

O'Reilly - Introduction to Amazon Machine Learning
English | Size: 983.05 MB
Category: CBTs
This course shows you how to build a model using Amazon Machine Learning (Amazon ML) and use it to make predictions. AWS expert Dan Moore covers the basic types of machine learning, how to prepare your data, and how to make your data available to the Amazon Machine Learning processes. You'll also learn about evaluating a model for accuracy, using it both for batch and real-time predictions, and using tags to manage environments. Designed for developers and technical marketers new to machine learning and for data scientists interested in using the AWS Amazon ML platform, the course provides hands-on experience building a working predictive model using real data. Learners should obtain an AWS account (free from Amazon) and a basic understanding of AWS concepts before beginning the course.
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Category: Software
O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training 171116

O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training 171116

O'Reilly - Red Hat Certificate of Expertise in Server Hardening - Exam EX413 Training
English | Size: 659.21 MB
Category: Tutorial


Get yourself ready to become a Red Hat Certified Architect (RHCA) in this first of five courses taught by a former Red Hat certified trainer and examiner, Bo Rothwell. This course teaches you everything you need to know to pass the Red Hat Certificate of Expertise in Server Hardening EX413 exam. Two important things come with passing the EX413. First, it tells the world that you know how to protect Red Hat Enterprise Linux systems against unauthorized access. Second, it gets you closer to becoming an RHCA with the coveted datacenter concentration. Earning the RHCA: Datacenter requires that you pass five separate tests.
This course gets you through one of those tests, the EX413. Take this course, pass the EX413, and then look for Bo's other RHCA: Datacenter exam prep courses. Note: the EX413 exam can only be taken by those who already hold the Red Hat Certified Engineer certification.

Download Now
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Category: Tutorial
O'Reilly - Introduction to Deep Learning

O'Reilly - Introduction to Deep Learning
Duration: 55m | Video: h264, 1280x720 | Audio: AAC, 44100 Hz, 2 Ch | 999 MB
Genre: eLearning | Language: English
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