PluralSight – Malware Analysis Identifying and Defeating Code Obfuscation

PluralSight – Malware Analysis Identifying and Defeating Code Obfuscation
English | Size: 367.44 MB
Category: Tutorial


Malware authors will routinely utilize obfuscation techniques to complicate the analysis of their code. These techniques can prevent the discovery of important indicators of compromise and limit the ability to determine malware functionality. In this course, Malware Analysis: Identifying and Defeating Code Obfuscation, you will gain the skills necessary to not only identify prevalent obfuscation techniques but also how to effectively defeat them. First, you will see how obfuscation will affect your analysis and effective strategies for defeating a variety of obfuscation methods. Next, you will explore how to identify and detect obfuscation techniques in interpreted code. This includes software routinely abused by malware authors such as Powershell and Visual Basic for Applications. You will next be able to expand your skills by learning about code obfuscation in native code. Finally, you will discover how malware authors use cryptography for obfuscation and ways to detect it. Each module of this course will include detailed demonstrations and hands-on labs that will allow you to analyze real-world malware. You will be going deep into malware obfuscation techniques with such tools as IDA Pro and WinDbg. By the end of this course, you will have the knowledge and skills to effectively tackle obfuscation! [Read more…]

Packt – Scalable Data Analysis in Python with Dask

Packt – Scalable Data Analysis in Python with Dask-JGTiSO
English | Size: 1.10 GB
Category: Packt


Learn
Understand the concept of Block algorithms and how Dask leverages it to load large data.
Implement various example using Dask Arrays, Bags, and Dask Data frames for efficient parallel computing
Combine Dask with existing Python packages such as NumPy and Pandas
See how Dask works under the hood and the various in-built algorithms it has to offer
Leverage the power of Dask in a distributed setting and explore its various schedulers
Implement an end-to-end Machine Learning pipeline in a distributed setting using Dask and scikit-learn
Use Dask Arrays, Bags, and Dask Data frames for parallel and out-of-memory computations
About
Data analysts, Machine Learning professionals, and data scientists often use tools such as Pandas, Scikit-Learn, and NumPy for data analysis on their personal computer. However, when they want to apply their analyses to larger datasets, these tools fail to scale beyond a single machine, and so the analyst is forced to rewrite their computation.
[Read more…]

Packt – Scalable Data Analysis in Python with Dask

Packt – Scalable Data Analysis in Python with Dask
English | Size: 1.09 GB
Category: Programming | E-learning


Learn
Understand the concept of Block algorithms and how Dask leverages it to load large data.
Implement various example using Dask Arrays, Bags, and Dask Data frames for efficient parallel computing
Combine Dask with existing Python packages such as NumPy and Pandas
See how Dask works under the hood and the various in-built algorithms it has to offer
Leverage the power of Dask in a distributed setting and explore its various schedulers
Implement an end-to-end Machine Learning pipeline in a distributed setting using Dask and scikit-learn
Use Dask Arrays, Bags, and Dask Data frames for parallel and out-of-memory computations
About
Data analysts, Machine Learning professionals, and data scientists often use tools such as Pandas, Scikit-Learn, and NumPy for data analysis on their personal computer. However, when they want to apply their analyses to larger datasets, these tools fail to scale beyond a single machine, and so the analyst is forced to rewrite their computation.
[Read more…]

PluralSight – Malware Analysis Identifying and Defeating Code Obfuscation

PluralSight – Malware Analysis Identifying and Defeating Code Obfuscation-BOOKWARE-KNiSO
English | Size: 248.49 MB
Category: Tutorial


Release Notes: Malware authors will routinely utilize obfuscation techniques to complicate the analysis of their code. These techniques can prevent the discovery of important indicators of compromise and limit the ability to determine malware functionality. In this course, Malware Analysis: Identifying and Defeating Code Obfuscation, you will gain the skills necessary to not only identify prevalent obfuscation techniques but also how to effectively defeat them. First, you will see how obfuscation will affect your analysis and effective strategies for defeating a variety of obfuscation methods. Next, you will explore how to identify and detect obfuscation techniques in interpreted code. This includes software routinely abused by malware authors such as Powershell and Visual Basic for Applications. You will next be able to expand your skills by learning about code obfuscation in native code. Finally, you will discover how malware authors use cryptography for obfuscation and ways to detect it. Each module of this course will include detailed demonstrations and hands-on labs that will allow you to analyze real-world malware. You will be going deep into malware obfuscation techniques with such tools as IDA Pro and WinDbg. By the end of this course, you will have the knowledge and skills to effectively tackle obfuscation! [Read more…]

PluralSight – Exploratory Data Analysis with Python

PluralSight – Exploratory Data Analysis with Python-BOOKWARE-KNiSO
English | Size: 214.68 MB
Category: Tutorial


Release Notes: Exploratory Data Analysis (EDA) is a set of techniques that helps you to understand data, and every Data Analyst and Data Scientist should know it in depth. In this course Exploratory Data Analysis with Python, you’ll learn how to create and implement an EDA pipeline. You’ll explore the available techniques, and learn why, when, and how to apply them. Finally, you’ll discover how to communicate your findings to your audience. When you re finished with this course, you will have the skills and knowledge to face any complex EDA problem [Read more…]

Udemy – Complete Data Science Training with Python for Data Analysis

Udemy – Complete Data Science Training with Python for Data Analysis
English | Size: 2.21 GB
Category: Tutorial


THIS IS A COMPLETE DATA SCIENCE TRAINING WITH PYTHON FOR DATA ANALYSIS:

It’s A Full 12-Hour Python Data Science BootCamp To Help You Learn Statistical Modelling, Data Visualization, Machine Learning & Basic Deep Learning In Python!

HERE IS WHY YOU SHOULD TAKE THIS COURSE:

First of all, this course a complete guide to practical data science using Python…
[Read more…]

Udemy – Mastering Data Analysis in Excel

Udemy – Mastering Data Analysis in Excel
English | Size: 2.46 GB
Category: Tutorial


4 hours professional course for everyone who wants to learn essentials of data analysis and visualization in Excel and become an advanced Excel user. All what you need to be able to:

– work with large real-world data sets,

– clean and prepare data for further analysis,

– combine data from multiply sheets using Vlookup, Index and Match functions,
[Read more…]

PluralSight – Loading and Preparing Data for Analysis in Qlik Sense

PluralSight – Loading and Preparing Data for Analysis in Qlik Sense
English | Size: 346.83 MB
Category: Pluralsight


Loading and Preparing Data for Analysis in Qlik Sense
By Dixit Patel
In this course, you will learn how to use Data Manager to extract, transform and load data into Qlik Sense for analysis. By the end of the course, you will be able to execute self-service analytics without being dependent on a BI or IT developer. [Read more…]

Pluralsight – Business Analysis Assessing and Improving Solutions-ViGOROUS

Pluralsight – Business Analysis Assessing and Improving Solutions-ViGOROUS
English | Size: 207.43 MB
Category: Tutorial


Business analysis is only worthwhile if we are successful in actually achieving goals and are consistently working toward a desired future state. In this course, Business Analysis: Assessing and Improving Solutions, you’ll learn how to verify that your change initiatives deliver value to your organization. First, you’ll learn how to choose and calibrate assessment criteria to ensure your solution is meeting performance standards. Then, you’ll discover how limitations inherent to the solution or, more broadly, found in the enterprise could hold back your solutions from their full potential. Finally, you’ll explore how to recommend actions to increase solution performance, surmounting challenges and striving for continuous improvement to ensure your efforts drive the most possible value to the organization. When you’re finished with this course, you’ll be able to assess how successful your business analysis efforts have been, and be equipped to identify opportunities to continuously improve on solutions moving into the future. [Read more…]

Technics Publications C++ Algorithm Series Space Time Complexity Analysis

Technics Publications C Plus Plus Algorithm Series Space Time Complexity Analysis-RiDWARE

Technics Publications C Plus Plus Algorithm Series Space Time Complexity Analysis-RiDWARE
English | Size: 473.14 MB
Category: Tutorial


The following seven topics will be covered through a combination of lecture and hands-on to maximize your learning of Space Time Complexity Analysis:
C++ Series Introduction. This first topic in this C++ Space Time Complexity Analysis course will introduce you to this video series and explain the topics that will be covered.
Space Time Complexity Analysis Overview. This second topic in this C++ Space Time Complexity Analysis course introduces the concepts in space time complexity analysis, including order complexity analysis, time complexity, space complexity, and the methods of complexity analysis.
Theoretical Analysis of the Bubble Sort Algorithm in C++. This third topic in this C++ algorithm course shows you the theoretical approach to calculate the time complexity in the algorithms. Follow along with Advait in this hands-on session. [Read more…]