Packt Publishing – Mastering Python Data Analysis with Pandas

Packt Publishing – Mastering Python Data Analysis with Pandas
English | Size: 266.89 MB
Category: Tutorial

Learn how to use Pandas, the Python library for data and statistical analysis
This friendly course takes you through different data Analysis practices in Pandas. It is packed with step-by-step instructions and working examples. This comprehensive course is divided into clear bite-size chunks so you can learn at your own pace and focus on the areas of most interest to you.
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Packt Publishing – Data Acquisition and Manipulation with Python

Packt Publishing – Data Acquisition and Manipulation with Python
English | Size: 637.67 MB
Category: Tutorial

In-depth content balanced with tutorials that put theory into practice. This course will give you both the understanding and the practical experience that will allow you indulge in the art of data acquisition and manipulation using Python packages.
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Pluralsight – Working with XML Data in PowerShell

Pluralsight – Working with XML Data in PowerShell
English | Size: 194.93 MB
Category: Tutorial

PowerShell is an awesome tool, and as an IT pro or a Developper you probably want to use its powerful automation potential to automate your own tasks. To efficiently automate processes, you’ll need to use input files, because it’s not really automation if you need to give it a manual input for every single process you want to run. In this course, Working with XML Data in PowerShell, you’ll learn how to work with XML files in your PowerShell scripts. [Read more…]

Packt Publishing – Real-time Data Processing with Azure Stream Analytics

Packt Publishing – Real-time Data Processing with Azure Stream Analytics
English | Size: 830.42 MB
Category: Tutorial

Microsoft Azure is a very popular cloud computing service used by many organizations around the world. Its latest analytics offering-Stream Analytics-allows you to process and acquire actionable insights from different kinds of data in real-time. This video is your guide to understanding the basics of how Azure Stream Analytics works, and then building your own analytics solution using its capabilities. You will start by learning what stream analytics is, and why it is a popular choice for acquiring real-time insights from data. Then you will be introduced to Azure Stream Analytics, and learn how you can use the tools and functions in Azure to develop your own Streaming Analytics. During the course of the video, you will build streaming solutions for the IoT, fraud detection, real-time event processing, and more. The video also shows you how you can manage, monitor, and scale your solution for optimal performance. By the end of this tutorial, you will have mastered using Azure Stream Analytics to develop an efficient analytics solution that can work with any type of data. [Read more…]

O’Reilly – Dealing With Real-World Data

O’Reilly – Dealing With Real-World Data
English | Size: 217.11 MB
Category: Tutorial

This course covers a subject central to the practice of data science and machine learning: the tricky and often overlooked problem of how to deal with real-world data. It provides an overview of the things data scientists think about when gaining access to a data set. You’ll learn about data types, data exploration, the curse of dimensionality, PCA, model evaluation, and more, in this pragmatic introduction to the terminology and concepts surrounding data and machine learning. Learners with a basic working knowledge of mathematics will be able to enjoy the course and immediately start working on machine learning problems. [Read more…]

[FrontendMasters.com] – Introduction to Data Visualization with d3.js v4

[FrontendMasters.com] – Introduction to Data Visualization with d3.js v4
English | Size: 1.34 GB
Category: Programming

Take advantage of the latest in data visualization by learning the core concepts of d3.js and experiencing the power to represent data in new ways! Learn from Shirley Wu as she demonstrates d3.js, a JavaScript library for producing dynamic, interactive data visualizations on the web. Get hands-on experience with data binding and learn how it works with the enter-update-exit pattern, Start coding your own D3 examples within the bl.ocks ecosystem and build a full chart with scales, axis, and legends. Also, learn to animate between different D3 layouts for truly interactive charts — bring your data to life! [Read more…]

Packt Publishing – Making Predictions with Data and Python

Packt Publishing – Making Predictions with Data and Python
English | Size: 771.65 MB
Category: Tutorial

Python has become one of any data scientist’s favorite tools for doing Predictive Analytics. In this hands-on course, you will learn how to build predictive models with Python.

During the course, we will talk about the most important theoretical concepts that are essential when building predictive models for real-world problems. The main tool used in this course is scikit -learn, which is recognized as a great tool: it has a great variety of models, many useful routines, and a consistent interface that makes it easy to use. All the topics are taught using practical examples and throughout the course, we build many models using real-world datasets. [Read more…]

O’Reilly – Create an Azure SQL Data Warehouse in Minutes

O’Reilly – Create an Azure SQL Data Warehouse in Minutes
English | Size: 3.72 GB
Category: Tutorial

Microsoft’s Azure SQL Data Warehouse is a massively parallel processing (MPP) distributed database system that integrates across the Cortana Intelligence Suite platform. In this video, you’ll learn about MPP, how to create a data warehouse instance in minutes, and how to establish supporting databases and tables. You’ll explore Azure SQL data warehouse’s underlying architecture and learn how to adapt your data warehouse designs and loading strategies to take advantage of the scale that is available. The video includes a working case study that demonstrates the creation and loading of a data warehouse from start to finish. You’ll also learn how to utilize key features of Azure SQL DW and discover how to load, import, and export data using various methods.
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Lynda – Data Visualization – Best Practices

Lynda – Data Visualization – Best Practices
English | Size: 144.05 MB
Category: Tutorial

Media and marketing efforts often rely on data visualizations to quickly prove a point. But poorly designed visualizations can be misleading. Whether it’s choosing the wrong charts or graphs, misinterpreting the data, or showing it without context, inaccurate designs can become a source of global scrutiny. [Read more…]

Pluralsight – Introduction to Data Visualization with Python

Pluralsight – Introduction to Data Visualization with Python
English | Size: 219.53 MB
Category: CBTs

At the core of data science and data analytics is a thorough knowledge of data visualization. In this course, Introduction to Data Visualization with Python, you’ll learn how to use several essential data visualization techniques to answer real-world questions. First, you’ll explore techniques including scatter plots. Next, you’ll discover line charts and time series. Finally, you’ll learn what to do when your data is too big. When you’re finished with this course, you’ll have a foundational knowledge of data visualization that will help you as you move forward to analyze your own data. [Read more…]