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lukyanchikov Dec 5 2019 at 15:09

AI Robotization with InterSystems IRIS Data Platform

9 min

961

InterSystems corporate blogMachine learning*Artificial Intelligence

Author: Sergey Lukyanchikov, Sales Engineer at InterSystems

Fixing the terminology

A robot is not expected to be either huge or humanoid, or even material (in disagreement with Wikipedia, although the latter softens the initial definition in one paragraph and admits virtual form of a robot). A robot is an automate, from an algorithmic viewpoint, an automate for autonomous (algorithmic) execution of concrete tasks. A light detector that triggers street lights at night is a robot. An email software separating e-mails into “external” and “internal” is also a robot.

Artificial intelligence (in an applied and narrow sense, Wikipedia interpreting it differently again) is algorithms for extracting dependencies from data. It will not execute any tasks on its own, for that one would need to implement it as concrete analytic processes (input data, plus models, plus output data, plus process control). The analytic process acting as an “artificial intelligence carrier” can be launched by a human or by a robot. It can be stopped by either of the two as well. And managed by any of them too.

brsoftech Dec 4 2019 at 15:36

The Future of Artificial Intelligence in the Education System: Everything One Should Know

4 min

4.7K

Machine learning*Artificial Intelligence

From sandbox

Artificial Intelligence refers to the theory of computer systems or human-made robots programmed with performing tasks as humans, such as learning, generalization, and reasoning. With this ability, AI has become a significant part of human lives. Similarly, AI and the education & tutoring web solutions are inseparable from being observed by the astounding inventions enabling machines to mimic human roles.

sannikovdmitry Dec 2 2019 at 19:31

СodeSide. The new game for Russian AI Cup

3 min

2.4K

VK corporate blogAbnormal programming*Sport programming*Entertaining tasksArtificial Intelligence

The AI Cup community and Mail.ru Group in collaboration with Codeforces.com invite you to the real battle! Get ready for the sleepless nights and calloused hands — take part in Russian AI Cup, which is one of the most challenging and vivid artificial intelligence programming competitions in the world. Believe us, managers of this madness did their best to create the game you'd want to play.

To become part of the competition, you need Internet access, computer, creativity, and enthusiasm for being a part of this extraordinary Cup. By the way, you might need some coffee. Welcome!

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fpn Dec 2 2019 at 12:19

Dynamic CDN for Low Latency WebRTC Streaming with Stream Access Control

4 min

1.3K

Flashphoner corporate blogWebsite development*Working with video*Programming*Video conferencing

In the first part, we have deployed a simple dynamic CDN for broadcasting WebRTC streams to two continents and have proved on the example of a countdown timer that the latency in this type of CDN is actually low.

In the second part, we have incorporated dedicated servers into the CDN for performing the task of transcoding in order to provide good broadcast quality to our viewers based on the devices they use and the channel quality. In this manner, all published streams in our CDN are available to all the viewers.

Now, assume that a company is starting to introduce its monetization strategy where a number of streams should be available for free and the rest on a subscription basis. Or, for example, webinars for in-house staff training are broadcasted simultaneously, but each subsidiary has a separate stream, and disclosing the sales techniques used in Southeast Asia to the managers from CIS countries is undesirable.

msgeek Nov 29 2019 at 10:00

AI-assisted IntelliSense for your team’s codebase

3 min

1.7K

Microsoft corporate blogProgramming*Visual Studio*Machine learning*Artificial Intelligence

Visual Studio IntelliCode uses machine learning to offer useful, contextually-rich code completion suggestions as you type, allowing you to learn APIs more quickly and code faster. Although IntelliCode’s base model was trained on over 3000 top open source C# GitHub repositories, it does not include all the custom types in your code base. To produce useful, high-fidelity, contextually-rich suggestions, the model needs to be tailored to unique types or domain-specific APIs that aren’t used in open source code. To make IntelliSense recommendations based on the wisdom of your team’s codebase, the model needs to train with your team’s code.

Earlier this year, we extended our ML model training capabilities beyond our initial Github trained base model to enable you to personalize your IntelliCode completion suggestions by creating team models trained on your own code.

fpn Nov 28 2019 at 19:11

Dynamic CDN for Low Latency WebRTC Streaming with Transcoding

5 min

1.6K

Flashphoner corporate blogWebsite development*Working with video*Programming*Video conferencing

In the first part we have deployed a simple dynamic CDN for broadcasting WebRTC streams to two continents and have proved on the example of a countdown timer that the latency in this kind of CDN is actually low.

However, besides low latency, it is important to provide good broadcast quality to users. After all, this is what they are paying for. In real life the channels between Edge servers and users can differ in bandwidth capacity and quality. For example, we are publishing a 720p stream at 2 Mbps, the user is playing it on an Android phone using 3G connection in an unstable signal reception area and the 360p maximum resolution that provides smooth picture at 400 Mbps is 360p.

fpn Nov 25 2019 at 12:19

Dynamic CDN for Low Latency WebRTC Streaming

5 min

2.3K

Flashphoner corporate blogWebsite development*Working with video*Programming*Video conferencing

Having analyzed earlier the capacity of standard server configurations in Digital Ocean in terms of WebRTC streaming, we have noticed that one server can cover up to 2000 viewers. In real life, cases when one server is insufficient are not uncommon.

Assume gambling amateurs in Germany are watching real-time horse races in Australia. Given that horse races are not only a sports game but also imply big gains on condition that field bets are made at the right time, the video has to be delivered with lowest possible latency.

Another example: A global corporation, one of FCMG market leaders with subsidiaries in Europe, Russia and Southeast Asia, is organizing sales manager training webinars with live streaming from the headquarters in the Mediterranean. The viewers must be able to see and hear the presenter in real time.

PatriciaNeil Nov 25 2019 at 08:58

Python for AI: A match made in heaven

4 min

6.4K

Python*Machine learning*SoftwareArtificial IntelligenceAR and VR

The artificial intelligence global market is expected to reach $190 billion by 2025. The bright future of this technology allures every entrepreneur. In fact, when we think about the technologies that are going to rule in the future, the one name that comes to our minds is ~ Artificial intelligence.

AI along with its subsets like machine learning and deep learning is making such things possible which were unimaginable by humankind a few years back. It is affecting the realities and sometimes changing reality completely.

The power of AI is well acknowledged by businesses as 84% of respondents in a study voted that they believe artificial intelligence will allow them to enjoy a competitive edge over competitors.

Although entrepreneurs have an idea about AI but what most of them lack is proper implementation. The use of optimum programming tools for a complex technology like AI can create wonders for the world of business.

Every custom web developer knows that a python is an apt tool for building AI-enabled -applications. The language has been used to create 126,424 websites so far. Since its launch in the late 1980s, python has seen remarkable growth not only in users but in applications too.

Python is the favorite language for software developers to create applications that have artificial intelligence, machine learning, etc features embedded in them. But there are reasons behind everything.

This blog is written with the intent to unveil these reasons. Let’s explore why python is extensively used in AI-enabled software development services.

PatriciaNeil Nov 24 2019 at 11:57

Use AI in marketing: Let’s get into the customers' mind

4 min

1.4K

Development of mobile applications*Machine learning*Internet marketing*SoftwareArtificial Intelligence

From sandbox

“Instead of using technology to automate processes, think about using technology to enhance human interaction.” ~ Tony Zambito, Lead authority in Buyer Personas.

Do you know ~ according to research, 93% of customers make purchase decisions based on visual appearance. Visual elements of your brand are the key deciding factors for a majority of potential customers.

Your logo, website colors, chatbot texts, etc all have an impact on the psychology of people who come across them. Some colors or features attract them and some make them leave your website instantly.

In this era, interactive features with the help of technologies like Artificial intelligence are enhancing such effects. AI has the power to add interactive elements to your presentation. This creates a connection between your company and its customers.

BorisSiomin Nov 20 2019 at 22:54

Why 3D Printing Will Change the World?

5 min

1.4K

3D printers

1984, Orwell’s prophetic year of Big Brother, saw the release of the Mac which broke the idea that centralised control could ever be what it was before. That year also saw the first workable prototype for a 3D printer. Built by Charles Hull, the technology was then known as stereolithography. We know it as 3D printing, and that’s a term that covers a variety of different processes which may revolutionise all stages of the global manufacturing and distributing process. In that very science-fictional year, Hull set off a revolution that is only now seeing fruition. 3D printing continues to threaten the social and economic structures which preceded it. When we speak about 3D printing, we’re speaking of a general technique of successive printing layers to form a three-dimensional object at the end. From powder to paper to human tissue, these thin membranes are laid down like the construction of a plaster mask. From that simple concept, the 3D printer offers the reverse of Ford’s mass production revolution. Printing one item is now as cost-effective in some cases as manufacturing a thousand items in the traditional way.

The computer powers 3d printing with printable files known as STLs, guiding the printers themselves as they construct, from the ground up, plastic homunculi that would awe medieval alchemists. It’s not quite the replicator from Star Trek, but it’s in the same Galaxy Class Starship.

Our 3D printing future, however, isn’t liable to look like the utopian ideals Gene Roddenberry envisioned. Instead, we will see both positive and negative outcomes from these machines as the world finds ways to employ the emergent technology.

Guerillas in the Powdery Mist

BorisSiomin Nov 20 2019 at 18:32

How to Choose the Right 3D Printing Filament?

4 min

1.2K

3D printers

From sandbox

Are you ready to get started with 3D printing but just aren’t sure about what filament you’re using? You’re definitely not alone because with the multitude of different filaments out there it can really get complicated. You find yourself overwhelmed while you’re trying to research because it seems like everyone has a different idea of what the best option is and it can easily seem like you’re being pulled in different directions. So, let’s take a closer look at how you can make the right decision.

ChetuMarketing Nov 19 2019 at 21:52

9 Key Benefits Of Blockchain Technology In Sports Software

8 min

2.1K

Cryptography*Cryptocurrencies

There are numerous benefits provided by blockchain technology for sports betting software. The nine key benefits are detailed below.

Security of Blockchain

When this technology is integrated into sports betting software, there is a permanent and unchangeable record in the transaction ledger providing transparency. Sportsbooks must be certain their betting data is delivered safely with all bets resolved correctly and quickly. This technology provides significantly better protection through the use of smart contracts. Decentralized actors handle the wagers with the smart contracts being executed automatically. Publicly written data cannot be altered. The complex system of the past is simplified and performed for much less than the traditional costs. Blockchain Development Services, Blockchain Solutions are paramount not only in sports betting but every aspect of the new business world. Blockchain technology experts integrate cryptocurrency payment solutions, program smart contracts, and engineer blockchain networks and apps.

This provides better protection, flawless bet execution, enhanced data security, and complete information transparency. The use of cryptocurrency significantly decreases the fees for payment processing. This reduces the margins for the sportsbook while offering players an increased chance to win. Once the bets have been resolved with a smart contract, the funds will be in the wallet of the better for almost immediate withdrawal. Any issues for even larger amounts are eliminated due to cryptocurrency payouts.

dotnetteam Nov 18 2019 at 10:00

ML.NET Model Builder Updates

2 min

1.4K

Microsoft corporate blog.NET*C#*Machine learning*Artificial Intelligence

ML.NET is a cross-platform, machine learning framework for .NET developers, and Model Builder is the UI tooling in Visual Studio that uses Automated Machine Learning (AutoML) to easily allow you to train and consume custom ML.NET models. With ML.NET and Model Builder, you can create custom machine learning models for scenarios like sentiment analysis, price prediction, and more without any machine learning experience!

ML.NET Model Builder

This release of Model Builder comes with bug fixes and two exciting new features:

Image classification scenario – locally train image classification models with your own images
Try your model – make predictions on sample input data right in the UI

Ehsan2754 Nov 15 2019 at 12:10

AHURATUS Smart Home Voice Assistant

7 min

1.8K

Development for IOT*Computer hardwareIOT

From sandbox

AHURATUS Smart Home Voice Assistant

Developed by Ehsan Shaghaei
Innopolis University
AHURATUS Scientific Club.

STM32F103ZET6 UNIVERSAL BOARD

Introduction

AHURATUS Smart Home Voice Assistant is an IOT device developed in order to control other home devices by voice detection. Note: This device is made ONLY for academic purposes.

Approach

Description

"AHURATUS Smart Home Voice Assistant" uses an ARM Cortex-M3 process for running the instructions as well as several peripheral devices in order to decrease the complexity of data bus and RF-Circuit calculations.

Bill of Materials

#	Component Name	Role	Technical Document links
1	STM32F103ZET6	Process and Control	Datasheet
2	HC-05 Bluetooth Module	Bluetooth Radio Connection	Datasheet
3	220-5V AC-DC Adapter	Powering the circuit	Datasheet
4	LED or Mosfets or Relays	To System Output	Datasheet

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msgeek Nov 7 2019 at 10:00

SpaceFusion: Structuring the unstructured latent space for conversational AI

4 min

1.3K

Microsoft corporate blogAlgorithms*Machine learning*Artificial Intelligence

A palette makes it easy for painters to arrange and mix paints of different colors as they create art on the canvas before them. Having a similar tool that could allow AI to jointly learn from diverse data sources such as those for conversations, narratives, images, and knowledge could open doors for researchers and scientists to develop AI systems capable of more general intelligence.

A palette allows a painter to arrange and mix paints of different colors. SpaceFusion seeks to help AI scientists do similar things for different models trained on different datasets.

Omrigan Nov 2 2019 at 15:38

Datacenter TCP explained

2 min

3.8K

Cloud computing*Network technologies*Network hardware

Modern networking contains a number of improvements over the basic TCP/IP stack. One of this, particularly useful inside datacenter was developed by Microsoft Research in 2010 and called, surprisingly, DataCenter TCP (DCTCP).

DCTCP is a set of modification to TCP, targeting to fulfill two properties:
1. Improve latency for latency-sensitive small messages
2. Not to decrease the throughput for throughput-sensitive big flows

sashalisik Nov 1 2019 at 12:24

How to create a startup: IoT project from idea to production

7 min

1.1K

Development for IOT*Start-up developmentIOT

Tutorial

This time, we're going to dive in the ups and downs of IoT development with a step-by-step tutorial. Real-life example, no theoretical "maybes", and lots of experience included. Quick references to related articles as a bonus.

emirochnik Nov 1 2019 at 05:56

Optimising server distribution across the racks

5 min

1.8K

IT Infrastructure*Server optimization*Computer hardwareSystems engineering*

Recently, a colleague asked me in a chat:

— Is there an article how to pack servers into the racks properly?

I realised that I'm unaware of it. So, I decided to write my text.

Firstly, this is an article about bare metal servers in the data centre (DC) facilities. Secondly, we estimate that there are a lot of servers (hundreds or thousands); the article doesn't make sense for fewer quantities. Thirdly, we consider that there are three constraints in the racks: physical space, electric power per each one, and cabinets stay in the rows adjacent to each other, so we can use a single ToR switch to connect servers in them.

The answer to the original question depends significantly...

Sergey_Kovalenko Oct 29 2019 at 17:33

A City Without Traffic Jams

55 min

Algorithms*Mathematics*TransportUrbanism

Chapter 2.
(the link to Chapter 1)

The Art of Designing Road Networks

Transport problems of a city through the eyes of a Computer Scientist

If I were recommended an article with the title “The Art of Designing Road Networks,” I would immediately ask how many road networks were built with the participation of its author. I must admit, my professional activity was far from road construction and was recently associated with the design of microprocessors where I, among other responsibilities, was engaged in the resource consumption of data switching. At that time my table stood just opposite the panoramic window which opened up a beautiful view of the long section of the Volgograd Highway and part of the Third Transport Ring with their endless traffic jams from morning to evening, from horizon to horizon. One day, I had a sudden shock of recognition: “The complexities of the data switching process that I struggle with on a chip may be similar to the difficulties the cars face as they flow through the labyrinth of road network”.
Probably, this view from the outside and the application of methods that were not traditional for the area in question gave me a chance to understand the cause of traffic jams and make recommendations on how to overcome the problem in practice.

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imjenniferatkin Oct 25 2019 at 09:12

Top profitable ride-hailing business models implemented by growing Uber like taxi apps

5 min

4.6K

Development of mobile applications*Start-up developmentSoftware

There was a time when moving from one place to another was a matter of utility. People did not Care About Us lyrics like comfort. Public transportation was dominating the landscape of movement and private transport was considered a luxury.

Today, we live in a world where people expect more than just the movement. They do not want to compromise on the aspects of comfort and convenience. They would like to be picked up from their doorstep and they would like to be dropped precisely in the place that they want to be.

These transformations have given rise to the business of ride-hailing. There are a lot of companies that provide the service of transportation by picking people from one place and dropping them in a place of their choice.

The constructive onslaught of Smartphones enabled with GPS made the business of ride-hailing efficient, profitable and delightful to the customer.

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