Packt Publishing – Developing with MongoDB

Packt Publishing – Developing with MongoDB
English | Size: 687.53 MB
Category: CBTs


MongoDB is the most popular NoSQL database in the market today. With support for real-time analytics, it is being used by many big enterprises for efficient and fast processing of data. The importance of NoSQL databases, and particularly MongoDB, has also increased with the rise of IoT.Spanning over 4 hours, this tutorial will show you how you can get the most out of MongoDB’s advanced features with ease. After getting a quick overview of the basics of MongoDB, you will directly jump to covering the concepts related to advanced data modelling, complex querying, indexing and database operations. You will also implement a highly available MongoDB database for high performance by implementing techniques like sharding, aggregation and replication. Finally, you will also cover aspects like cloud deployment which is important when it comes to web applications, and integration with Hadoop for fast and efficient Big Data processing.By the end of this tutorial, you will have mastered all the concepts of MongoDB when it comes to querying, data modelling and the other database operations. [Read more…]

Packt Publishing – AWS Certified Developer – Associate Tutorial – Step 2

Packt Publishing – AWS Certified Developer – Associate Tutorial – Step 2
English | Size: 805.92 MB
Category: CBTs


This course teaches you all you need to know to start working with the database and application service options available through AWS. We explore technologies such as DynamoDB, Route53, and Cloudformation.

We’ll demonstrate how to use SNS to send new notifications, create an Elastic Beanstalk application, and get started with the DynamoDB database. You’ll understand what your options are for routing on Route53, know when to use the application services, and see how to begin writing infrastructure as code using Cloudformation. By the end of this course, you will feel confident to start creating and using DynamoDB tables and indexes. [Read more…]

Packt – Data Analysis with Python

Packt – Data Analysis with Python
English | Size: 1.15 GB
Category: CBTs


Python is a popular programming language ,widely used in many scenarios and easy to use to use. Data Science is an interdisciplinary field that employs techniques to extract knowledge from data. As one of the fast growing fields in technology, the interest for Data Science is booming, and the demand for specialized talent is on the rise.
This course introduces the audience to the field of Data Science using Python tools to manage and analyze data. You can learn some of the fundamental tools of the trade and apply them to real data problems. And along the way it discusses the use of Python stack for data analysis and scientific computing, and expands on concepts of data acquisition, data cleaning, data analysis and machine learning. [Read more…]

Lynda – Learning MongoDB

Lynda – Learning MongoDB
English | Size: 251.29 MB
Category: CBTs


MongoDB-an open-source, document database-makes it easy to bring up an application stack and start coding. In this course, get started with MongoDB, and learn about the differences between relational and document databases. Kirsten Hunter covers working with the Mongo shell, setting up basic indexing functionality, and building an application in Node.js. Plus, she discusses advanced topics such as indexing, sharding, and replication. To help you grasp the concepts covered in this course, she provides practical exercises in the shell and in Node.js. [Read more…]

Lynda.com – Data Analysis Fundamentals with Excel 2015

Lynda.com – Data Analysis Fundamentals with Excel 2015
English | Size: 267.62 MB
Category: Tutorial


Microsoft Excel is an important tool for information workers that design and perform data analysis. This course provides an overview of the fundamentals, from performing common calculations to conducting Bayesian analysis with Excel. Author Curt Frye starts with the foundational concepts, including an introduction to the central limit theorem, and then shows how to visualize data, relationships, and future results with Excel’s histograms, graphs, and charts. He also covers testing hypotheses, modeling different data distributions, and calculating the covariance and correlation between data sets. The course closes with a look at calculating Bayesian probabilities in Excel. [Read more…]

Learning Path SQL for Business Users

Learning Path SQL for Business Users
English | Size: 7.38 GB
Category: CBTs


If you’re looking for “just enough” SQL knowledge to wrangle data and do sophisticated analysis, this Learning Path is for you. You’ll get a solid understanding of basic database design principles and normalization. You’ll learn how to pipeline data to other analysis tools (R, Python, even Excel). You’ll be able to prototype a database that suits your business needs, and form accurate queries and database updates in several SQL environments-all without getting bogged down in the deeply technical aspects of SQL that you will never use. [Read more…]

Learn MongoDB by Building Ten Projects

Learn MongoDB by Building Ten Projects
English | Size: 2.31 GB
Category: CBTs


The hottest hands-on course for MongoDB is finally here! No more boring traditional textbook theories, instead learn by actually doing in this fun and functional project tutorial! MongoDB is a powerful and popular database software that works on the backend of your application to save your data. It is an open-source management system that works with almost any web programming platform. MongoDB offers multiple benefits for developers such as being extremely flexible, scalable, faster, and it can run on a small RAM, which means you don’t need to buy high-end server technology for using MongoDB. [Read more…]

Relational Database Design by Hugo Kornelis

Relational Database Design by Hugo Kornelis
English | Size: 904.24 MB
Category: CBTs


In this course, you will learn all the skills required to design good databases. This starts with information gathering: how to find all required information, and how to ask questions without miscommunications. You will learn how to abstract the information gathered into a data model, how to normalize the data model so that your database will be free of anomalies, and how to transform the final, normalized data model into a relational database design – ready to be implemented. [Read more…]

Pluralsight – Take Control of Your Big Data with HUE in Cloudera CDH

Pluralsight – Take Control of Your Big Data with HUE in Cloudera CDH
English | Size: 446.42 MB
Category: CBTs


Working with Big Data is no small task. Jumpstart your Hadoop skills by loading, visualizing, analyzing, and searching your data using Cloudera HUE, the Hadoop User Experience. Take control of your Big Data!
Hadoop is a very complex ecosystem with a potentially pretty steep learning curve to get started from scratch. To make adoption easier, several distributions have been created to integrate all key projects and give a turn-key approach, one of the most popular and complete being Cloudera CDH. [Read more…]

Pluralsight – Monitoring MySQL with Performance Schema

Pluralsight – Monitoring MySQL with Performance Schema
English | Size: 369.99 MB
Category: Tutorial


Performance schema is an extremely powerful instrument to collect various performance related data on MySQL, and presents upon executing queries on performance schema. In this course, you’ll develop an understanding and use of performance schema.
The latest version of MySQL has introduced a new feature of MySQL Performance Schema, which monitors MySQL server execution at a low level. The performance schema provides internal execution details of MySQL queries at run time, and it’s minimum impact on the performance of MySQL resources. In this course, Monitoring MySQL with Performance Schema, you’ll learn how to maximize your data-based performance with the use of performance schema. [Read more…]