PLURALSIGHT Applying Business Analysis Skills in Your Organization

PLURALSIGHT Applying Business Analysis Skills in Your Organization
English | Size: 529.95 MB
Category: Tutorial


Successful organizations are always in a process of reinvention, changing and improving in order to better achieve their goals. Doing so requires an understanding of present conditions and the design and definition of future objectives: what we commonly refer to as business analysis
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SKILLSHARE Learn Data Analysis with Python-iLLiTERATE

SKILLSHARE Learn Data Analysis with Python-iLLiTERATE
English | Size: 773.38 MB
Category: Tutorial


When it comes to data analysis and manipulation the Python Pandas library is one of the most used libraries in Python. Whether in finance, scientific fields, or data science, a familiarity with Python Pandas is a must have.

This course teaches you how to work with real-world data sets for analyzing data in Python. Not only will you learn how to manipulate and analyze data you will also learn powerful and easy to use visualization techniques for representing your data.

By the end of this course you will know how to:

Use Anaconda, the worlds leading data science platform, to setup Python and manage libraries

Install and setup the free to use Atom Text Editor

Create Virtual Environments

Clone a GitHub Repository directly into Atom

Create new code branches in GitHub and Atom

Install the Pandas library

Use Pandas DataFrames for data analysis

Quickly and efficiently inspect large data files

Use conditional filtering to refine your data

Use NumPy and Pandas together

Create DataFrames without starting data files

Create DataFrames from dictionaries

Use Broadcasting to create DataFrames

Correctly label data within DataFrames

Cleanse your data files for easier analysis

Create graph plots from your data (line, bar, scatter, area and more)

Save and export your data files for sharing

Use statistical exploratory data analysis techniques such as min, max, mean on your data

Mange date and time data within large data sets

Create Date/Time indexes

Partial string indexing

Resampling techniques such as downsampling

Method chaining

This course kicks off by showing you how to get up and running using GitHub, an essential skill in your coding career. Ideally, to get the best from this course you should have some Python programming experience.

Every piece of code and dataset used in this course is available to download for free from GitHub.

Without a doubt, this course will teach you the necessary skills to apply basic data science techniques which are used the world over by experienced data scientists and those who spend their working day in spreadsheets.

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PLURALSIGHT – Loading and Preparing Data for Analysis in Qlik Sense

PLURALSIGHT – Loading and Preparing Data for Analysis in Qlik Sense
English | Size: 342.45 MB
Category: tUTORIAL


At the core of Qlik Sense Data Manager is a thorough knowledge of loading and preparing data for analysis in Qlik Sense. In this course, Loading and Preparing Data for Analysis in Qlik Sense, you will gain foundational knowledge of using data manager. First, you will learn different ways to extract data from data sources. Next, you will discover how to associate tables and different ways to create associations so that you can slice and dice the data into the front end with just field selections. Finally, you will explore how to apply data transformations and data cleansing for analysis. When you are finished with this course, you will have the skills and knowledge of loading and preparing your own data for analysis without being dependent on a BI or IT developer

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SANS-FOR500 Windows Forensic Analysis

SANS-FOR500 Windows Forensic Analysis
English | Size: 246.4 MB
Category: Tutorial


FOR500: Windows Forensic Analysis focuses on building in-depth digital forensics knowledge of Microsoft Windows operating systems. You can’t protect what you don’t know about, and understanding forensic capabilities and artifacts is a core component of information security. You will learn how to recover, analyze, and authenticate forensic data on Windows systems, track particular user activity on your network, and organize findings for use in incident response, internal investigations, and civil/criminal litigation. You will be able to use your new skills to validate security tools, enhance vulnerability assessments, identify insider threats, track hackers, and improve security policies. Whether you know it or not, Windows is silently recording an unbelievable amount of data about you and your users. FOR500 teaches you how to mine this mountain of data. [Read more…]

SKILLSHARE Business and Data Analysis with SQL

SKILLSHARE BUSINESS AND DATA ANALYSIS WITH SQL
English | Size: 2.29 GB
Category: CBTs


Have you thought about working with big data but don’t know where to start? In this course, you will learn the skills of what it takes to become a data and business analyst.

What we will cover:
1) Database and datawarehouse design
2) How to write queries in SQL (Structured Query Language)
3) How to build interactive dashboards and reports
4) Tips and techniques on how to run your own big data project from start to finish
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Network Analysis in Python Getting Started

Network Analysis in Python Getting Started
English | Size: 199.49 MB
Category: Tutorial


Companies have amassed terabytes of data that can be represented as networks. However, due to a lack of data professionals skilled in network methods, this data is being underutilized. The aim of this course is to fix that and empower you to be able to reason about and build products based on networks. In this course, Network Analysis in Python: Getting Started, you’ll gain the foundational skills needed to analyze networks using Python. First, you’ll learn about the origins of network science and its relation to graph theory, as well as practical skills in manipulating graphs in NetworkX. Next, you’ll explore how to create beautiful and illustrative visualizations of networks using the native capabilities of NetworkX and Bokeh. Then, you’ll deep dive into centrality and community detection algorithms. Finally, you’ll enrich your machine learning toolbox by learning about network embeddings. By the end of the course, you’ll have learned how to conduct your own analysis of networks, how to visualize networks, and even how to build an advanced friendship prediction engine using network science and machine learning. [Read more…]

PLURALSIGHT NETWORK ANALYSIS IN PYTHON GETTING STARTED

PLURALSIGHT NETWORK ANALYSIS IN PYTHON GETTING STARTED
English | Size: 201.50 MB
Category: Tutorial

Companies have amassed terabytes of data that can be represented as networks. However, due to a lack of data professionals skilled in network methods, this data is being underutilized. The aim of this course is to fix that and empower you to be able to reason about and build products based on networks. In this course, Network Analysis in Python: Getting Started, you’ll gain the foundational skills needed to analyze networks using Python. First, you’ll learn about the origins of network science and its relation to graph theory, as well as practical skills in manipulating graphs in NetworkX. Next, you’ll explore how to create beautiful and illustrative visualizations of networks using the native capabilities of NetworkX and Bokeh. Then, you’ll deep dive into centrality and community detection algorithms. Finally, you’ll enrich your machine learning toolbox by learning about network embeddings. By the end of the course, you’ll have learned how to conduct your own analysis of networks, how to visualize networks, and even how to build an advanced friendship prediction engine using network science and machine learning [Read more…]

SKILLSHARE BIG DATA ANALYSIS WITH APACHE SPARK PYSPARK PYTHON

SKILLSHARE BIG DATA ANALYSIS WITH APACHE SPARK PYSPARK PYTHON
English | Size: 337.27 MB
Category: Tutorial

Spark can perform up to 100x faster than Hadoop MapReduce Data processing framework, Which makes apache spark one of most demanded skills.

The top companies like Google, Facebook, Microsoft, Amazon, Airbnb using Apache Spark to solve their big data problems!. Data analysis, on huge amount of data is one of the most valuable skills now a days and This course will teach such kind of skills to complete in big data job market. [Read more…]

Pluralsight – Ethical Hacking – Vulnerability Analysis

Pluralsight – Ethical Hacking – Vulnerability Analysis
English | Size: 384.33 MB
Category: Tutorial

In this course, you’ll learn how important it is to not only scan your networks for any red flags but also how to analyse those results.

Pluralsight is not an official partner or accredited training center of EC-Council. Networks aren’t what they use to be. They’re more complex than ever. Systems today are so interconnected, and buried within those systems are thousands of undetected security vulnerabilities waiting to be used against you. Attackers perform vulnerability analysis to identify loopholes in your organization’s infrastructure. Any vulnerabilities they find will be used to breach and dig deeper into your systems. In this course, Ethical Hacking: Vulnerability Analysis, you’ll learn how to further secure your infrastructures by using the same tools and techniques that attackers use to probe your network to find possible attack vectors. First, you’ll be taught about the different types of vulnerabilities, the types of scans and possible regulatory requirements that you might face. Next, you’ll learn about the different VMS (Vulnerability Management Software) programs and how to choose one that is best for your organization. Finally, you learn how to prioritize your vulnerabilities and the remediation steps needed for servers, a workstation, networks, or even virtual machines. When you’ve finished this course, you’ll have under your "Utility-Belt," the skills and knowledge of an Ethical Hacker when it comes to vulnerability analysis. [Read more…]

Pluralsight – Malware Analysis – Identifying and Defeating Packing

Pluralsight – Malware Analysis – Identifying and Defeating Packing
English | Size: 363.28 MB
Category: Security

Malware authors routinely utilize packing techniques to complicate the analysis of their code. This course will teach you techniques for identifying and defeating packing so that key characteristics and behaviors can be identified. [Read more…]

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