Packt Learning Python Data Visualization-RiDWARE

Packt Learning Python Data Visualization-RiDWARE
English | Size: 543.85 MB
Category: CBTs

This video course is a beginner’s introduction to data visualization, and the techniques and libraries which can be leveraged with the Python language to achieve this. The end goal is to teach analysts and data scientists how they can visually represent complex sets of data using Python.
The video course introduces visualization concepts so viewers can analyze large and small sets of data using libraries such as Matplotlib, IPython, and so on. [Read more…]

INE – Implementing vSphere Data Protection Replication

INE – Implementing vSphere Data Protection Replication
English | Size: 395.6 MB
Category: Cloud-Comp | E-learning | Networking | VMware

In this course you will learn about the benefits, the architecture, the requirements and limitations of vSphere Data Protection. We will cover the deployment and configuration of vSphere Data Protection. This is followed by demonstration of the creation of backup jobs, backup data replication and application backup configurations. You will then learn about restoring virtual machines, performing File Level Restore and how to perform vSphere Data Protection Emergency Restore. Next, youíll learn about the benefits and the architecture of vSphere Replication. We will also cover the deployment and configuration of the vSphere Replication Appliance, as well as the setting of a Disaster Recovery site to act as a vSphere Replication target. Finally, you will learn how to configure replications and how to recover virtual machines. [Read more…]

Pluralsight – Designing with Photogrammetry Data in Civil 3D and InfraWorks 360

Pluralsight – Designing with Photogrammetry Data in Civil 3D and InfraWorks 360
English | Size: 4.0GB
Category: Tutorial

Have you ever wondered how photogrammetry data collected by drones could benefit your civil design projects? If so, Designing With Photogrammetry Data in Civil 3D and Infraworks is the perfect course for you because you will learn the basics of processing your first photogrammetry dataset, as well as setting up and conducting preliminary design of your project. First, you will learn how to import images and process a point cloud and mesh in Autodesk ReCap. [Read more…]

Excel: Tracking Data Easily and Efficiently | Oz du Soleil | LYNDA

Excel: Tracking Data Easily and Efficiently | Oz du Soleil | LYNDA
English | Size: 160.85 MB
Category: Tutorial

Learn how to build a super-charged Excel spreadsheet to help you and your team easily track any kind of data-sales transactions, inventory levels, project statuses, employee paid time off, student progress, household spending, and more. Follow along with Excel MVP Oz du Soleil as he shows how to create a basic spreadsheet and transform it into an effective tracking system for any kind of data that is regularly updated. Learn spreadsheet basics, as well as more advanced techniques such as writing formulas that check that information is complete, protecting and hiding sheets, and creating alerts for deadlines and bad data. Oz wraps up with a challenge that pulls together everything you’ve learned into a polished final project. [Read more…]

ITPRO TV – General Data Protection Regulation (GDPR)

ITPRO TV – General Data Protection Regulation (GDPR)
English | Size: 3.13 GB
Category: Tutorial

In April of 2016, the European Commission published a data protection package to reform, modernize and harmonize European data protection law. The cornerstone of the package is the General Data Protection Regulation (GDPR) which will replace the 1995 Data Protection Directive and, in the UK, the Data Protection Act 1998. This overview highlights the key themes of the General Data Protection Regulation (GDPR) to help organizations understand the new legal framework in the EU. It is for those who have day-to-day responsibility for data protection. [Read more…]

PluralSight – Using Advanced Data Structures in Modern Applications

PluralSight – Using Advanced Data Structures in Modern Applications
English | Size: 582.85 MB
Category: Misc Learning

Built-in data structures are great for a lot of things, but sometimes in modern applications the use of more advanced structures is required in order to implement things efficiently. In this course, Using Advanced Data Structures in Modern Applications, you’ll learn how bloom and cuckoo filters can be used to prevent a cache from being wasted on items that are only read once. First, you’ll delve into how disjoint-set data structures can be used to efficiently form clusters of related users of an application. [Read more…]

Packtpub – Data Driven Testing in Selenium

Packtpub – Data Driven Testing in Selenium
English | Size: 438.98 MB
Category: Tutorial

Selenium is one of the most popular engines for UI test automation. It is available for many different programming languages. At the same time, the data-driven approach is one of the most popular approaches for optimizing tests, making them compact, and easily extensible just by adding some new data.
[Read more…]

LYNDA LEARNING DATA ANALYTICS EXPANDED EDITION TUTORIAL

LYNDA LEARNING DATA ANALYTICS EXPANDED EDITION TUTORIAL
English | Size: 306.63 MB
Category: CBTs

Every person who works with data has to perform analytics at some point. This popular training course?dramatically expanded and enhanced for 2018?teaches analysts and
non-analysts alike the basics of data analytics and reporting. Robin Hunt defines what data analytics is and what data analysts do. She then shows how to identify your
data set?including the data you don’t have?and interpret and summarize data. She also shows how to perform specialized tasks such as creating workflow diagrams cleaning data, and joining data sets for reporting Coverage continues with best practices for data analytics projects, such as verifying data and conducting effective meetings, and common mistakes to avoid. [Read more…]

Data Science Supervised Machine Learning in Python

Data Science Supervised Machine Learning in Python
English | Size: 464.44 MB
Category: Programming | E-learning

What Will I Learn?
Understand and implement K-Nearest Neighbors in Python
Understand the limitations of KNN
User KNN to solve several binary and multiclass classification problems
Understand and implement Naive Bayes and General Bayes Classifiers in Python
Understand the limitations of Bayes Classifiers
[Read more…]

O’Reilly – Learning Path Python for Data

O’Reilly – Learning Path: Python for Data
English | Size: 8.03 GB
Category: Misc E-Learning

This is a collection of courses or a "Learning Path" from O’Reilly’s "Safari Books Online". Please note this is NOT the same as the Python for Data Analytics path.

This takes you from a introductory level to having a fairly in-depth knowledge of Python. A lot of the stuff in the second two videos goes over Algorithms, Time Complexities ( i.e. O(N) stuff ) and does it more clearly than anything else I’ve found. It’s a real gem if you are looking to get on at Google / Amazon etc.. or just want to improve your understanding of the more complex end of Python. [Read more…]

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