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TensorFlow is an open source software library created by Google that is used to implement machine learning and deep learning systems. These two names contain a series of powerful algorithms that share a common challenge—to allow a computer to learn how to automatically spot complex patterns and/or to make best possible decisions.

If you’re interested in details about these systems, you can learn more from the Toptal blog posts on machine learning and deep learning.

TensorFlow, at its heart, is a library for dataflow programming. It leverages various optimization techniques to make the calculation of mathematical expressions easier and more performant.

Some of the key features of TensorFlow are:

  • Efficiently works with mathematical expressions involving multi-dimensional arrays
  • Good support of deep neural networks and machine learning concepts
  • GPU/CPU computing where the same code can be executed on both architectures
  • High scalability of computation across machines and huge data sets

Together, these features make TensorFlow the perfect framework for machine intelligence at a production scale.

In this TensorFlow tutorial, you will learn how you can use simple yet powerful machine learning methods in TensorFlow and how you can use some of its auxiliary libraries to debug, visualize, and tweak the models created with it.

Source: Getting Started with TensorFlow: A Machine Learning Tutorial

The post Getting Started with TensorFlow: A Machine Learning Tutorial appeared first on Big Data Cloud.

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Software developers are quickly adopting Artificial Intelligence (AI) technologies, such as natural language understanding, sentiment analysis, speech recognition, image understanding and machine learning (ML). Across a broad range of industries and sectors, AI-infused software applications and cloud services drive innovative customer experiences, augment human capabilities and transform how we live, work and play. New tools, cloud-hosted APIs and platforms make it even easier to build such applications.

Modern AI applications live at the intersection of cloud computing, data platforms and AI tools. The cloud provides a powerful foundation for elastic compute and storage, while supporting special-purpose hardware such as graphics processing units (GPUs) that accelerate demanding calculations. It also enables connectivity, identity, application monitoring and the Internet of Things (IoT). Data platforms in the cloud can ingest and integrate massive volumes of data, use databases and data lakes to transform and analyze the data, and build real-time data-driven applications. Layered upon these capabilities are AI tools and algorithms that help developers build models from the data for targeted intelligent scenarios, and deploy them in a hosted AI application.

Source: Artificial Intelligence – Getting Started with Microsoft AI

The post Artificial Intelligence – Getting Started with Microsoft AI appeared first on Big Data Cloud.

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Most technologies touted as “game-changing” are just somewhat modified versions of something already in use. Blockchains are different, and while it will take some time to work out the kinks, they could one day make as much of an impact on the world as the database, smartphone or web browser.

If you’ve heard of bitcoin — and unless the state of the world has forced you to stop following the news, you probably have — you’ve heard of the most widely used implementation of a blockchain. But the technology that makes a blockchain special has a large number of potential uses, and cloud computing companies are starting to make it available to their customers.

“When I (recently) heard that Estonia had basically redone its health care system and put all its national health care records on a blockchain, my ears really picked up,” said Jay Bartot, chief technology officer at Madrona Ventures Labs, who was hired last year by Madrona Venture Group to focus on helping startups explore new technologies.

So, what is the blockchain? Let’s sort it all out.

What exactly are we talking about again?

A blockchain is, well, a chain of blocks. It’s a method for sharing a record of an online transaction in a secure and trustworthy way that allows both parties to have a copy of that record without either party having to maintain that record.

The main chain (black) consists of the longest series of blocks from the genesis block (green) to the current block. (Caption and image courtesy Wikimedia Commons / cc 3.0)

Most digital transactions have a middleman, like a bank that verifies Party A has the funds and has duly transferred them to Party B in a trusted fashion. The blockchain allows you to skip the bank and transfer money, information, or other services directly to another entity over the internet in a method that both parties can trust.

Source: What is a blockchain? GeekWire’s guide to this game-changing technology and its vast potential – GeekWire

The post What is a blockchain? GeekWire’s guide to this game-changing technology and its vast potential – GeekWire appeared first on Big Data Cloud.

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Today at Microsoft Connect(); we introduced Azure Databricks, an exciting new service in preview that brings together the best of the Apache Spark analytics platform and Azure cloud. As a close partnership between Databricks and Microsoft, Azure Databricks brings unique benefits not present in other cloud platforms. This blog post introduces the technology and new capabilities available for data scientists, data engineers, and business decision-makers using the power of Databricks on Azure.

Microsoft Azure Databricks - YouTube

Apache Spark + Databricks + Enterprise Cloud = Azure Databricks

Once you manage data at scale in the cloud, you open up massive possibilities for predictive analytics, AI, and real-time applications. Over the past five years, the platform of choice for building these applications has been Apache Spark: with a massive community at thousands of enterprises worldwide, Spark makes it possible to run powerful analytics algorithms at scale and in real time to drive business insights. Managing and deploying Spark at scale has remained challenging, however, especially for enterprise use cases with large numbers of users and strong security requirements.

Enter Databricks. Founded by the team that started the Spark project in 2013, Databricks provides an end-to-end, managed Apache Spark platform optimized for the cloud. Featuring one-click deployment, autoscaling, and an optimized Databricks Runtime that can improve the performance of Spark jobs in the cloud by 10-100x, Databricks makes it simple and cost-efficient to run large-scale Spark workloads. Moreover, Databricks includes an interactive notebook environment, monitoring tools, and security controls that make it easy to leverage Spark in enterprises with thousands of users.

In Azure Databricks, we have gone one step beyond the base Databricks platform by integrating closely with Azure services through collaboration between Databricks and Microsoft. Azure Databricks features optimized connectors to Azure storage platforms (e.g. Data Lake and Blob Storage) for the fastest possible data access, and one-click management directly from the Azure console. This is the first time that an Apache Spark platform provider has partnered closely with a cloud provider to optimize data analytics workloads from the ground up.

Source: A Technical Overview of Azure Databricks – The Databricks Blog

The post A Technical Overview of Azure Databricks – The Databricks Blog appeared first on Big Data Cloud.

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The post The Supreme Strategy to Get Produce Essay for Me Personally appeared first on Big Data Cloud.

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The post Short Report Teaches One of the Ins and Outs of Research Paper Aid and What You Should Do Today appeared first on Big Data Cloud.

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Big Data Cloud by Admin - 9M ago

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All people learning the latest skill will make mistakes. Some fields, the required skills tend to be tricky good enough to keep up with in which even previous hands will always make mistakes. Search engine optimization is no exception to this tip. Avoiding raising mistakes can help put you killing the game. Incorrect Title The very? Title? ticket is the most vital element of any kind of page of the website. Many people are leaving the actual tag empty it is a common mistake. Any time a title ceases to be a detailed description on the site, it really is considered to be the wrong title ticket. Title indicate is very important destination where you can easliy target all of our keyword, considering that not only it can help you with optimization even so the text as part of your tag indicates in the search engine optimisation as your webpage title. Lots of website finding the same headline tag on every single web site of a web site is undesirable it makes your website seem imitative and does not describe exactly what each webpage on the > is actually. When making headline tags for ones site, make sure they are page specific. Targeting an incorrect keywords This is proving becoming a very common blunder among newbies to SEARCH ENGINE MARKETING. People pick keywords the fact that in their mind are descriptive of their web-site but the common users just may not search them. So many people are Only Choosing The Most Popular Keywords. As a completely new player in that industry the most popular keywords will always be the key phrases on which anyone struggle to rank well. A solution to this concern is not for you to limit your search engine optimisation to these well-liked keywords. Preferably, choose specialized niche keywords, or keyword phrases, that have already a lower search traffic size but are easier to compete about. A Expensive website and not using a html alternative A lot of websites use Show to make their sites be prominent. This may be creatively appealing, however in terms of SEO, Adobe flash is like getting a frame with no picture. Yahoo and google cannot go through Flash information. If you genuinely insist that your chosen site is definitely Flash-based and you want search engines like google to love it, provide an code version. A lot of people think that a picture looks as good as text regarding headings. Occasionally marketers publish images along with a caption which can be already stuck into the picture. It is better, nevertheless to post the by itself and enjoying the caption often be written throughout HTML. Often the ALT ticket is used to spell it out the contents of an graphic on your Website page Keyword Adding and key phrases hiding Browse the Keyword Scopo Tag on most Web site web sites and you’ll experience long list connected with words and phrases. The issue: Almost all of the search engines like google actually avoid using this tag, but they perform look at the search phrases in your Subject tag along with page material, and a few check out the Description Fine tag. Using too many keywords on your web site can have a harmful effect on your individual page ranking. Whenever search engines find too many search phrases, they will assume that your search-engine-marketing.uk page is being spammed. Duplicate and also Bad Content Many online marketers are so captivated with title tag cloud and search term usage them to forget about the exact content. This great article is a huge section of the SEO process. Today Content material is the cal. king according to WEB OPTIMIZATION. It is allowed to be a description involving what your internet site is all about. As soon as you focus on your personal keywords, alter your content and set the key words wherever prudent. It is even better to make them all bold as well as highlight these folks. Ensuring your content is unique and relevant is crucial in WEBSITE POSITIONING success. Steering clear of XML Sitemaps XML sitemaps is very helpful to guide search engines like google what are the subject material in your web-site. If you do not obtain it implemented, you might want to do it quickly. Not watching results or simply acting keeping that in mind You have to display traffic, search rankings and solution for pertinent searches. In case you are getting final results you need to go to the next level; that might be shifting to the next specialized niche, or perhaps your personal results are provided by your home-page and you surely have to move to get that success placed inside pages dark in your internet site

The post Common Mistakes Must Be Avoided For Better Search engine optimisation Services appeared first on Big Data Cloud.

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You’re promised your completely free plagiarism statement for the whole medicine essay you make it from us. Writing analytic documents isn’t an effortless task and so students have to get assist from online essay writing companies. MLA citation style guide is utilized by writers of academic documents to be able to supply directions on the way the essay is necessary to be completed. Contrary to other article writing firms, offering authors which are trained on how best to compose academic papers with various composition writing designs. It is often great to decide the proper story essay topic for your own work. If you’re truly considering understanding how to write a fantastic composition, you ought to go through these hints. Prior to starting out, you can find a couple things you will need to be aware of around writing an essay. Once, you have your name on you, you could start attempting to find relevant information all on your own essay.

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Debate and Opinion essays are really the most important kind of documents you’ve got in Yr 1 and 2. This argument essay topics allow you to choose the perfect issue on your own document and. A place paper is now the most common kind of argumentative composition. A suggestion papers may possibly be the 2nd most typical kind of argumentative article. An assessment papers is only yet another frequent kind of argumentative article. A causal- analysis document might function as next frequent sort of argumentative composition. A quarrel essay demands a distinctive writing style as well as concentrate. So as to compose a convincing statement, you’ll need a powerful dissertation declaration, sources to reinforce your discussion, together with a counter argument.

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