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Enterprise Skills in Hortonworks Data Platform
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 207 MB
Genre: eLearning | Language: English​

Hortonworks is the top Big Data Platforms that is 100% opensource built for the Big Data community. This course is going to focus on the Enterprise Skills needed for Data Engineers to build and support critical application in the Hadoop Ecosystem.

Enterprises have been quickly adopting Hadoop for their new workloads and traditional enterprise data warehouses. Predictions put the Hadoop market share at $87 billion by 2022. Enterprise is competing to find Data Engineers with Hadoop experience plus enterprise skills. In this course, Enterprise Skills in Hortonworks Data Platform, you will learn foundational knowledge to build and support critical application in the Hadoop Ecosystem. First, you will learn how to manage users, groups, and permission in HDP. Next, you will discover data protection for critical data & applications. Finally, you will explore enterprise certification options in HDP. By the end of this course, you will know the skills enterprise Data Engineers need to succeed in building Hadoop clusters for the enterprise user.

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Advanced Linux System Administration
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 45M | 598 MB
Genre: eLearning | Language: English​

Linux is a major force in computing technology, powering everything from mobile phones and personal computers to supercomputers and servers. The job of a systems administrator is to manage the operation of a computer system. The demand for Linux has never been greater, Linux certifications play an important role in helping employers understand which applicants are qualified.

Throughout the course, we show you many tasks you'll encounter when administering a Linux server; you'll put the concepts to use in practical, real-world situations. You'll be able to configure, maintain, and run commands across many systems-all at the same time. We provide tips and tricks to make your life easier, speed up your workflow, and make you feel like a certified Linux administrator ninja! We cover topics such as disk and user management, networking, some advanced Linux permissions, shell scripting, and advanced command-line skills-all via practical, hands-on examples and demonstrations.

By the end of the course, you will be confident about performing Linux systems administrator tasks; you'll also be able to perform systems engineer tasks smoothly.

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Deep Learning Architecture for Building Artificial Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 42M | 385 MB
Genre: eLearning | Language: English​

The course starts off with an introduction to Deep Learning and the different tools, hardware, and software before we begin to understand the different training models. We then get to what everyone is talking about: Neural Networks.

Here we understand how Neural Networks work and the benefits they offer for supervised and well as unsupervised learning before building our very own neural network. We will then move on to understanding the different Deep Learning Architectures, including how to set up your architecture and align the output. Finally we take a look at Artificial Neural Networks and understand how to build your own ANN.

Taking this course will help you dive head first into the popular field of deep learning as a career choice or for further learning.

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Visual Studio Code
.MP4, AVC, 700 kbps, 1920x1080 | English, AAC, 192 kbps, 2 Ch | 4h 59m | 2.75 GB
Instructor: Mike North​

Visual Studio Code is a modern, lightweight and full-featured code editor, built from the ground up to suit the needs of web developers - JavaScript developers in particular. In this course, we'll dive deep into using, customizing and extending it.

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Hands on AWS: Simple Queue Service (SQS)
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 37M | Lec: 6 | 81 MB
Genre: eLearning | Language: English​

A simplified guide to understanding Simple Queue Service (SQS)

Amazon Web Services is the premier provider of cloud services. Among their service offering are Simple Queue Service (SQS).

Amazon Simple Queue Service (SQS) is a fully managed message queueing service that makes it easy to decouple and scale systems.

Hands on AWS: Simple Queue Service (SQS) provides a fundamental overview of SQS, best practices for design, and provides a few demos to get you started with SQS.

This course is meant for beginners to AWS and SQS and could also be helpful for those prepping for AWS Certification Exams.

By the end of the course, you will understand the fundamentals of SQS and you'll be able to start building scalable, decoupled systems.

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AWS MasterClass: Databases in the Cloud with AWS RDS
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5.5 Hours | 5.25 GB
Genre: eLearning | Language: English​

Amazon Web Services is a cloud computing platform that offers a broad set of global compute, storage, database, analytics, application, and deployment services that help organizations move faster, lower IT costs, and scale applications. Ever since its inception - the relational database management systems have gained tremendous popularity across the world. Recently NoSQL databases like MongoDB has also gained a lot of traction - but still, RDBMS remains the de-facto choice of engineers when it comes to storing structured data. According to some estimates - relational databases are used in more than 90% of the software projects out there. With the advent of cloud computing - solution designers and architects had to deal with some unique challenges while attempting to migrate their relational databases to the cloud. You see, relational databases need high-performance hardware and disks to perform at the peak level. But IaaS cloud computing services provide us with virtual servers - which store their data on network connected disks. So to manage relational data in the cloud - we needed a specialized PaaS (platform as a service) which provided adequate hardware and redundancy to relational databases. Amazon Relational Database Service (or Amazon RDS) is a distributed relational database service by Amazon Web Services (AWS). AWS RDS is a web service running "in the cloud" designed to simplify the setup, operation, and scaling of a relational database for use in applications. Complex administration processes like patching the database software, backing up databases and enabling point-in-time recovery are managed automatically. Scaling storage and compute resources can be performed by a single API call. Introduction of AWS RDS along with its unique features has made it very simple for us to deploy and grow relational databases to a very large scale in the cloud. What's more - the tight integration that exists between most of the AWS services - makes it seamless to deploy multi-tier complex and scalable applications.

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CompTIA A+ Certification 901. The Total Course
.MP4, AVC, 1000 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 15h 35m | 5.96 GB
Created by Total Seminars, Mike Meyers​

Everything you need to pass the A+ 220-901 Exam, from Mike Meyers, and Total Seminars.

Welcome to the CompTIA A+ Certification 901. The Total Course from Mike Meyers and Total Seminars.

This is the first of a two course series for CompTIA A+ and is designed to prepare you to take and pass the CompTIA A+ 220-901 exam. To become fully A+ certified you will need to pass both the 220-901 and 220-902 exams. This course is over 14 hours in length containing over 120 video lectures. The first goal of the course is to make you a good PC Tech and in the process make sure you are ready to pass the CompTIA 901 exam.

The course covers all the CompTIA A+ 220-901Objective Domains:

1.0 Hardware 34%

2.0 Networking 21%

3.0 Mobile Devices 17%

4.0 Hardware & Networking Troubleshooting 28%

Topics include how to:

Work with CPU, RAM,BIOS, motherboards, power supplies, and other PC components.
Install, configure, and maintain hard drives.
Manage input devices and removable media.
Troubleshoot and fix common PC problems.
Install video and multimedia cards.
Work with smart phones, tablets, and other mobile devices.
Install and configure wired and wireless networks.
Connect to the Internet.
Install, configure, and manage printers and other peripherals

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Normalization in Data Modeling
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 138 MB
Genre: eLearning | Language: English​

Normalization is a very powerful technique in data design. Learn how to build an effective relational logical data model using normalization. We cover the standard levels of normalization including First Normal Form (1NF), Second Normal Form (2NF), and Third Normal Form (3NF). We also cover the advanced levels of normalization including Boyce Codd Normal Form (BCNF), Fourth Normal Form (4NF) and Fifth Normal Form (5NF). An exercise will help reinforce the techniques. This video was recorded live during Steve Hoberman's Data Modeling Master Class. More on this 3-day data modeling course at stevehoberman.com.

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Learn Vlookup from Basic to Expert Level
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 9 | 338 MB
Genre: eLearning | Language: English​

Pull the data from Same Sheet, other sheet or other files

In this course i will make you Expect in Vlookup (Vertical Lookup) i will teach you Vlookup from Basic to Advanced Level.

Make sure you see video step by step, See one video practice it, i have shared the practice files also which is used in the video. Happy Learning ! - Ramzan Rajani

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Artificial Intelligence #2: Polynomial & Logistic Regression
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 20 | 222 MB
Genre: eLearning | Language: English​

Regression techniques for students and professionals. Learn Polynomial & Logistic Regression and code them in python

In statistics, Logistic Regression, or logit regression, or logit model is a regression model where the dependent variable (DV) is categorical. This article covers the case of a binary dependent variable-that is, where the output can take only two values, "0" and "1", which represent outcomes such as pass/fail, win/lose, alive/dead or healthy/sick. Cases where the dependent variable has more than two outcome categories may be analysed in multinomial logistic regression, or, if the multiple categories are ordered, in ordinal logistic regression. In the terminology of economics, logistic regression is an example of a qualitative response/discrete choice model.

Logistic Regression was developed by statistician David Cox in 1958. The binary logistic model is used to estimate the probability of a binary response based on one or more predictor (or independent) variables (features). It allows one to say that the presence of a risk factor increases the odds of a given outcome by a specific factor.

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Jnana Yoga: The Yoga of Contemplation
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5 Hours | Lec: 42 | 2.64 GB
Genre: eLearning | Language: English​

The traditional Yoga practice of using the mind to go to the Self beyond the mind

Pondering, reflecting, contemplating on the nature of our personality, soul, and spirit is one of the most important aspects of traditional Yoga. Please don't overlook this essential part of your Yoga practices. This course will lead you through the levels of contemplation, from the basics to the most advanced contemplations as practiced by the ancient sages.

Yoga is a whole life process. The Contemplation of Jnana Yoga is one of the most advanced practices of Yoga. The reflective process of contemplation utilizes the word-forming habit of the mind in a directed way, so as to transcend not only body and breath, but most importantly, to go beyond the mind to the realization in direct experience the True Self, the Atman, or Center of Consciousness.

A Suggestion: Our descriptions of traditional Yoga tend to be thorough, broad, and deep. This can lead you to think this is complicated, and that it's going to take a great deal of study like in a college class. But the suggestion is to take it easy; watch the presentations leisurely, like you might watch a movie while sitting on a comfortable chair or couch. Just absorb it, take it in. Don't worry about memorizing. It will gently sink in, and you can practice the principles in daily life. Go back later and look again at the presentations, whether all of them or a few. Terminology, principles, and practices will gently become familiar.

This course first outlines the preparatory practices, leading one to start the process of contemplation. The course then guides you in the preliminary practices of contemplation through the processes of positive inquiry of Internal Dialogue. Finally, you will be taught the traditional contemplations, the "great" contemplations known as Mahavakyas, which have traditionally be practiced primarily by those monks living lives of renunciation in remote places like the cave monasteries of the high Himalayas.

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Kotlin For Absolute Beginners
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 33M | Lec: 14 | 70 MB
Genre: eLearning | Language: English​

Creating Your First Android App with Kotlin

Kotlin is now officially supported by Google as an Android development language.
This announcement has been widely applauded by developers, many of whom were already using Kotlin.
Learn how to build a simple application with Kotlin and make it your language of choice.
This course is designed for new Android developers who want to start with Kotlin.
Instructor Shaher Yar spends time explaining the benefits of Kotlin, which is more concise and safe than Java,
and explains the basic components of an app built with this programming language.

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