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…]

Livelessons – Pandas Data Cleaning and Modeling with Python

Livelessons – Pandas Data Cleaning and Modeling with Python
English | Size: 1.63 GB
Category: CBTS

In Pandas Data Cleaning and Modeling with Python LiveLessons, Daniel Y. Chen builds upon the foundation he built in Pandas Data Analysis with Python Fundamentals LiveLessons. In this LiveLesson Dan teaches you the techniques and skills you need to know to be able to clean and process your data. Dan shows you how to do data munging using some of the built-in Python libraries that can be used to clean data loaded into Pandas. Once your data is clean you are going to want to analyze it, so next Dan introduces you to other libraries that are used for model fitting. [Read more…]

Udemy – gcp-data-engineer-and-cloud-architect

Udemy – gcp-data-engineer-and-cloud-architect
English | Size: 2.45 GB
Category: TUtorial

The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop
Best Seller

Created by Loony Corn
Last updated 12/2017

What Will I Learn?
• Deploy Managed Hadoop apps on the Google Cloud
• Build deep learning models on the cloud using TensorFlow
• Make informed decisions about Containers, VMs and AppEngine
• Use big data technologies such as BigTable, Dataflow, Apache Beam and Pub/Sub
[Read more…]

Lynda – Technology and Data Careers in Government

Lynda – Technology and Data Careers in Government
English | Size: 462.94 MB
Category: Tutorial

Today, some of the most exciting, meaningful, impactful, and in-demand IT careers are in helping to make cities work well. Technology is now at the center of urban life, and cities all over the world need a lot of talent to address the challenges of the 21st century. This course is designed to help you determine a path to success in an IT career in city government. [Read more…]