Learning Path – TensorFlow-Slim for Complex Model Building and Training

Learning Path – TensorFlow-Slim for Complex Model Building and Training
English | Size: 848.21 MB
Category: Tutorial

If you want to build and train complex TensorFlow models, this Learning Path will show you how TensorFlow-Slim, a new and underutilized library in TensorFlow, makes building, training, and evaluating complex deep learning architectures easy.
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Packt Publishing – Learning Path – The Road to Elasticsearch

Packt Publishing – Learning Path – The Road to Elasticsearch
English | Size: 977.49 MB
Category: CBTs

This Learning Path seeks to present to you the new Elastic stack and its flagship software, Elasticsearch. Embark on a journey like never before with Elasticsearch 5.0. With its lightning-fast speed and open-source nature, Elasticsearch has risen exponentially in the past few years to become the preferred intra-web search engine of choice, with clients ranging from Cisco to NASA.
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Packt Publishing – Learning Path – Elasticsearch – Mastering Advanced Search Queries

Packt Publishing – Learning Path – Elasticsearch – Mastering Advanced Search Queries
English | Size: 123.74 MB
Category: CBTs

Elasticsearch is a powerful search engine that is used to power extremely fast searches within a web application. It is open-source, and is part of the well-known Elastic stack.

In this Learning Path, we begin by first introducing the user to the Elasticsearch RESTful API. A pre-loaded dataset, present within a document called book, in turn present within an index called books, is used all through the series. Next, we progressively move through a series of videos that incrementally build our knowledge of constructing advanced search queries to boost data discovery within your web application. We learn about all the types of search queries in Elasticsearch, such as the match query, range query, exist query, as well as concepts like aggregation, boosting, and so on.
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Packt – Learning Path – R – Powerful Data Analysis with R

Packt – Learning Path – R – Powerful Data Analysis with R
English | Size: 3.03 GB
Category: CBTs

Unlock advanced data analysis techniques.

There’s an increasing number of data being produced every day which has led to the demand for skilled professionals who can analyze these data and make decisions. R is one of the popular tool which is widely used by data analysts for performing data analysis on real-world data.
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Packt – Learning Path – Elasticsearch and AngularJS – IntraWeb Search

Packt – Learning Path – Elasticsearch and AngularJS – IntraWeb Search
English | Size: 783.49 MB
Category: CBTs

Learn to integrate Elasticsearch with AngularJS.

Elasticsearch is an open-source search engine that can help power extremely fast searches in data discovery applications. If you’re looking forward to implementing Elasticsearch in your web application to enhance data discovery, then this is the perfect Learning Path for you. You will be taught the basics of AngularJS and Elasticsearch first, so as to develop a strong foundation. Then, you will learn to integrate Elasticsearch in a basic Angular-based application. Furthermore, you’ll be taught how to enhance your search results.
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O’Reilly – Learning Path From Python Programming to Data Science

O’Reilly – Learning Path From Python Programming to Data Science
English | Size: 4.46 GB
Category: CBTS

Python has become the language of choice of data scientists for performing data analysis, visualization, and machine learning. If you re looking forward to implementing Python in your data science projects to enhance data discovery, then this is the perfect Learning Path for you. Starting out at the basic level, this Learning Path will take you through all the stages of data science in a step-by-step manner
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O’Reilly – Learning Path – Delivering Applications with Docker

O’Reilly – Learning Path – Delivering Applications with Docker
English | Size: 2.02 GB
Category: CBTs

Roll up your sleeves and get ready to put Docker to work. In this practical, hands-on Learning Path, you’ll learn how to use Docker to build apps quickly and run them anywhere-no prior container experience necessary. By the end of this course, you’ll have mastered the fundamentals of Docker and moved ahead to more advanced concepts.
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Packt Publishing – Learning Path – Automation with Ansible, Puppet, and Salt

Packt Publishing – Learning Path – Automation with Ansible, Puppet, and Salt
English | Size: 3.39 GB
Category: CBTs

Automation is the ability to orchestrate and integrate tools, people, and processes through a workflow. In this Learning Path, we will look at the most popular tools for automation their advantages, and how to automate effectively with each one of them. We’ll cover the why and how of Ansible, Puppet, and Salt, in a step-by-step, progressive manner. Initially, we focus on Ansible. You will learn how to manage environments and implement strategies in Ansible and be introduced to Ansible Galaxy and Tower, which are Ansible’s enterprise tooling for supporting large-scale infrastructure. We then move on to learning Puppet. Puppet is a configuration management tool that allows you to automate all your IT configurations. Using Puppet you can control each Puppet agent in a network. You will learn how to do so by first understanding the Puppet ecosystem and then detailed topics such as configuration and management of Puppet servers, environments, module repositories, and reusable modules. With Salt too, we use a similar approach. We start from the basics, such as installing, configuring, deploying, and managing a web application to advanced concepts like Docker containers across multiple systems behind a HAProxy load balancer. [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…]

O’Reilly – Learning Path Kafka

O’Reilly – Learning Path Kafka
English | Size: 1.52 GB
Category: CBTs

Currently one of the hottest projects across the Hadoop ecosystem, Apache Kafka is a distributed, real-time data system that functions in a manner similar to a pub/sub messaging service, but with better throughput, built-in partitioning, replication, and fault tolerance. In this video course, host Gwen Shapira shows developers and administrators the basics for setting up a Kafka cluster and writing producers and consumers in Kafka. [Read more…]