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MATLAB Deep Learning

It’s not just Deep Learning Toolbox that has deep learning capabilities: When you look for what’s new for deep learning, you should also think of base MATLAB. This release has many assorted goodies, but there are some new features which specifically help with deep learning applications and workflows:
-Live Editor Tasks
-Execute Python functions out of process
-tiledlayout is the new subplot
-App Designer updates
-Function input argument validation

https://blogs.mathworks.com/deep-learning/2019/09/20/whats-new-in-19b-matlab/

GigaSpaces AnalyticsXtreme Wins the Gold for Business Intelligence and Analytics at Network Products Guide’s 2019 IT World Awards

GigaSpaces, the provider of InsightEdge, the fastest big data analytics processing platform, announced today that Network Products Guide, the industry’s leading technology research and advisory guide has named InsightEdge AnalyticsXtreme a Gold winner in the Business Intelligence and Analytics category. Now in their 14th year, the IT World Awards recognizes excellence and innovation in every facet of the IT industry.

InsightEdge AnalyticsXtreme, launched in March 2019, combines the power of in-memory computing performance and scalability with the co-location of data, business logic and analytics to deliver faster and smarter insights to action. Interactive queries and machine learning models run simultaneously on both real-time mutable streaming data and historical data on data lakes and data warehouses without requiring a separate data load procedure or data duplication. Leveraging unique in-memory smart indexing, access to data on the data lake is accelerated by 100X resulting in analytics, machine learning (ML) and deep learning to run in seconds instead of minutes and minutes instead of hours. Faster and smarter insights improve the quality of time critical applications including predictive maintenance, live risk analysis, fraud detection, dynamic pricing, location-based advertising, personalized offers and more.

AnalyticsXtreme provides a single logical view of data that spans across real-time and historical data platforms including Hadoop, Amazon S3, Azure Data Lake Storage, and Snowflake, as well as SQL, Spark dataset/DataFrame and BI tools, like Tableau and Looker.

“We are honored to be recognized as a Gold winner for Business Intelligence and Analytics for helping enterprises from a variety of industries operationalize their ML models, and accelerate batch analytics and BI visualization,” said Yoav Einav, VP Product at GigaSpaces. “With today’s data complexity there is a strong demand for AnalyticsXtreme’s ability to simplify and accelerate analytics and ML initiatives across multiple data storage technologies across cloud, on-premise and hybrid environments.”

Contacts:
GigaSpaces
Karen Krivaa
t: +972542633799
e. karen.krivaa@gigaspaces.com

Spicetree Communications
Wes Rogers
t: +1-912-506-0869
e. wes.rogers@spicetreecom.com

Sentiment Analysis

ParallelDots Sentiment Analysis API maintains high accuracy in real world, and is robust against tricky sentences like double negatives (“not bad”) and word order (“crushed my hopes” vs “crush on her”).
Process and return results in extremely short time, meeting demands from various industries.
ParallelDots Sentiment Analysis support private cloud deployments via Docker containers or on-premise deployment ensuring no data leakage.

https://www.paralleldots.com/sentiment-analysis

Accelerate your AI Skills Today: A Million Dollar Job!

The skyrocketing salaries ($1m per year) of AI engineers is not a hype. It is the fact of current corporate world, where you will witness a shift that is inevitable.

We’ve already set our feet at the edge of the technological revolution. A revolution that is at the verge of altering the way we live and work. As the fact suggests, humanity has fundamentally developed human production in three revolutions, and we’re now entering the fourth revolution. In its scope, the fourth revolution projects a transformation that is unlike anything we humans have ever experienced.

https://www.artiba.org/

UPSCALE, AI to speed up the electric car production

The artificial intelligence (AI) is changing the functioning of the automotive industry. Autonomous vehicles might be the first thing coming to mind when thinking of an example on the impact of AI in the car industry, but it is not the only one. AI not only can improve vehicle performance but it also enhances their design process. This is precisely the aim of the UPSCALE project, applying Machine Learning techniques to Computer Aided Engineering (CAE) methods.
Historically, CAE tools have been an invaluable mean for product development in many industry sectors, in particular, in the automotive sector. Despite its notable contribution over all these years, there have been no major changes or significant improvements in their application. To break this pattern, the UPSCALE’s consortium aims at creating and applying machine learning-driven simulation workflows. This would reduce development time through speeding up simulation time by orders of magnitude in crash and Computational Fluid Dynamics (CFD) simulations. AI-CAE integration would lead to securing simulation results faster, cheaper and more accurately. Moreover, the objective of UPSCALE would also be, for CAE processes, to become fully automated and adapted as a software solution for the automotive industry.
Challenges of the project
Taking into account the large number of existing vehicles with different characteristics, one of the main challenges, for the project to succeed, is being able to feed and train AI algorithms with enough information to function. This is particularly challenging because until now AI and machine learning have been used to solve proof of concept simulation models, UPSCALE face the challenge of demonstrating that AI can also deal with real industrial simulation models, such as full-size vehicle aerodynamics or crash.
Big challenges require big responses and big solutions that is why UPSCALE consortium has already begun to work. From November 2018 until April 2022, thanks to funding obtained from Horizon 2020, the European Research and Innovation programme, a team composed of universities, research laboratories, European automotive OEMs, software companies and an AI-SME, specialized in machine learning, will be working to achieve the above-mentioned goal and make the European automotive industry more competitive. Will they succeed?
Read more on the project and follow the progress achieved through the UPSCALE’s website and newsletter.

Upscale Project home

Wednesday 17th July – AI Transforming Retail & Customer Data

Wednesday 17th July – AI Transforming Retail & Customer Data

We would like to invite you to attend the one day interactive Directors’ Forum event which provides insights and expert advice from world leading experts and practitioners on how to embrace the new age of Artificial Intelligence & Automation focused on the impact to the Retail industry and the use of Customer Data. The Directors’ Forum events are hosted at Gallup’s conference centre in The Shard, London.

On Wednesday 17th July we will have a focus on AI Transforming Retail & Customer Data

The event is a combination of expert speakers, panel sessions on relevant topics with delegate participation and case studies, together with plenty of opportunities for networking and discussions during our lunch and coffee breaks. We will also have partner companies providing demos and information for delegates during the breakout sessions.

The forum is a great opportunity to learn about both the current state of adoption of AI in the industry but also to hear the latest thinking about future opportunities for applications that will improve the customer experience and company effectiveness.

Get your Ticket Now – http://air.events/directorsforums/july2019/#tickets

With a range of speakers, panel events and case study, including;

  • Mary Wallace, Retail, Place & Consumer Behaviour SME – IBM iX
  • Karl Barnfather, Patent Attorney & Chairman at Withers & Rogers
  • Julian Burnett, VP, Global Markets – Distribution Sector (UK) at IBM
  • Marc Janoff, Managing Consultant Gallup
  • and others
Thursday 27th June – AI & CX Transforming Financial Services

Thursday 27th June – AI & CX Transforming Financial Services

Join us at the next AI & Robotics Directors’ Forums hosted at the Gallup offices at the Shard the one day events cover a number of topics covering AI and Customer Experience.

On Thursday 27th June we will have a focus on AI & CX Transforming Financial Services

Get your Ticket Now – http://air.events/directorsforums/june2019/#tickets

With a range of speakers, panel events and case study, including;

  • Chris Ezekiel, CEO of Creative Virtual
  • Abhijit Akerkar, AI Strategist & Business Integrator at Lloyds Banking Group
  • Tom Castle, Head of Artificial Intelligence Practice and Development at Natwest
  • Mark Cliffe, Chief Economist at ING
  • Saurabh Moody Voiceman, CEO of Alphaa AI
  • Dr Djamila Amimer, CEO Mind Senses Global
  • and many more

The post Thursday 27th June – AI & CX Transforming Financial Services appeared first on NEURONS.AI.


Link to Full Article: Read Here

MATLAB Deep Learning

Ensemble learning or model ensembling, is a well-established set of machine learning and statistical techniques for improving predictive performance through the combination of different learning algorithms. The combination of the predictions from different models is generally more accurate than any of the individual models making up the ensemble. Ensemble methods come in different flavours and levels of complexity (for a review see https://arxiv.org/pdf/1106.0257.pdf), but here we focus on combining the predictions of multiple deep learning networks that have been previously trained.

Full article at https://blogs.mathworks.com/deep-learning/2019/06/03/ensemble-learning/

Celebrating Four Years of the Informed.AI Group

Celebrating Four Years of the Informed.AI Group

Wow. I can not believe it has actually been four years since I launched our first AI related website.

The progress made this past 12 months has been amazing, and demonstrates the momentum we now have. Our mission remains focused on enabling people to learn more artificial intelligence, making the subject more accessible to everyone. Essentially Supporting the AI Community. 

We have for the first four years been dedicated to individuals and this still remains a key part of our audience, however, we are seeing a great need to support businesses. Our Awards was always targeted to supporting AI companies, but now we need more and more traditional businesses wanting to know more about AI. 

Over the four years, our user base has demonstrated wonderfully encouraging organic growth. We now have close to 1,000 visitors per day to our websites from every country across the world. 6,000 members are part of our Neurons professional network with 25 groups in 15 countries and this is expanding on a weekly basis, and with nearly 100,000 followers of our various social media channels, and several thousand people subscribing to our various newsletters. 

We also have a great network of volunteers, from the chapter leaders of the various meetup groups, to the judges for the for annual achievement awards, and the central team that support me on many other tasks and plans.

This is truly a community for the people, run by the people, and it makes me so proud to be part of it.

I want to thank you all for being part of the community and ask that you share with you friends and colleagues and help us make this the best and biggest AI community. 

Business Focus – AI & Robotics Events (AIR.Events)

Our journey to support businesses wanting to learn more about AI has really started with our acquisition of the AI events company run by CBM. These events include regular Directors’ Forums events, hosted by Gallup in the Shard, our next event is on the 27th June focused on AI & CX Transforming Financial Services. We then have AI Transforming Retail and Customer Data on the 17th July. 

As part of this acquisition we will also be running the AI & Robotics Main Event Conference on the 4th October. 

To support businesses further, we will be organising Roundtable Workshops and Dinners. 

Please visit our site AIR.Events

If your business would like to be involved with these events in any way, please contact us via air@informed.ai or visit our website.

into.AI

into.AI is the main portal for individuals, providing useful information and news on AI, and links to all our other mini-sites. 

We want to thank everyone for their continued involvement. We are always looking for contributors, to submit stories, press releases and thought leadership articles. Sharing your news and thoughts is all part what this ecosystems is designed for, so please don’t hesitate to submit your news on our platform. 

We are now also creating our own unique stories, articles and papers, which we hope you will enjoy. This exclusive content will also be shared as part of our newsletters.

We have a regular spotlight for those AI companies / startups that want to showcase their new products to the community. Totally free method of promoting yourselves. We have also featured individuals who have authored books for example. 

Shared.AI

One of our newest sites is Shared.AI, this is a simply site that allows individuals and companies to submit a range of different AI related information, from links to companies and products to news and press releases. This allows a single place to submit useful information that will be shared across our network. It also has a blog of the most recently submitted items.

Awards.AI

 

 

The AI Awards, have been a huge success on a global scale, we have already awarded over 60 winners of the AI Awards. Having now entered our third year, we are making it a much bigger programme of events throughout the year. Currently still open for nominations, across 60+ categories of awards, the judging and showcases will occurring in the coming months at various locations, with the awards ceremony happening in late November / early December. 

The Awards are still open for nominations, visit Awards.AI to submit your nomination before 1st July.

This is the Oscars of the AI tech world, the only independent AI Awards. 

Neurons.AI and Chapters.Neurons.AI

We continue to grow our Professional Network for AI Practitioners and Researchers call Neurons. This is a mix of both online and offline interactions, with meetups, forums, user blogs and messaging. This platform allows us to facilitate the knowledge sharing between organisations, allowing us all to benefit from the open developments of this field. 

We have just launched a new online portal for Neurons.AI and will be combining the chapters site into it very soon. This update will allow us to add more functionality over the coming weeks and months.

We have over twenty Chapters in 15 countries around the world, and continue to grow the number every month.

If you would like to lead a chapter in your City, please let us know.

Our next London meeting is on the 28th May … so please come along … https://Chapters.Neurons.AI/UK/London

Events.AI

Now listing over 200 AI related events, conferences, meetups, one-day events and webinars. With the largest list of discount codes for AI conferences in one place. It is the goto place to see what events are running. Many of the large conference organisers list there events on our site. 

Vocation.AI

We are actively looking to acquire a recruitment company to help us develop and grow our capability around our careers portal and jobs board. 

Showcase.AI

Our newly acquired AI & Robotics Conference will become the AI Showcase in 2020 and we will have two conferences one in London and another in Edinburgh.

In 2021 we will look to expand this to include an international conference.

Management Team & Advisory Board

We are starting the process of getting a management team and advisory board together. This is a critical part of our development as a group, allow us to increase our offerings and to make our products and services more advanced. This marks a new phase of maturity for us, and a significant change to our business structure and organisation.  

This will also allow me to transition more responsibility to a wider team and removing myself as a potential bottleneck. I can then focus on more advanced and new products and services while the team ensure the current platform is stable and continues to grow.

We are also actively looking to establish a global advisory board, if you are interested to join, please let us know via  our contact us page

Having a management team is combined with our strategy of growth by acquisition, with one acquisition already executed this year and two more planned. 

Sponsorship

Our main challenge with this ecosystem, is that there is so much more we would do with the platform, given more time and resources.

We have a number of sponsorship opportunities across the platform, including the Awards, Neurons and our Events. If you would like your company to be associated with the great work we are doing with this ecosystem, please contact us for more details. 

In addition we have a number of additional projects and sites in the planning stage which we will be launching in the coming months, which will add new capabilities to our portfolio of sites.

Volunteers Needed

We are always looking for more help and support from volunteers. 

We need more chapter leaders, and co-leads for each chapter, with additional support for each too.

Much more help on content for many of our sites, from blogs to structured updates on specific sites. We really need alot of help here. Please contact us to find our more.

Partners & Sponsors 

Partnerships, Sponsorships and Business Development are all areas we need to extend and develop over the coming months. We would appreciate any help from people who believe they can contribute to these areas for us.

We Value your Support Feedback and Comments

As always, your feedback is welcomed and encouraged, as we want to make sure we are delivering useful sites and functionality. The best way to do this is email us at talk@into.AI

Thank you for your continued support and encouragement.

From the Informed AI Team

Our group of websites includes:

http://into.AI
http://Neurons.AI

http://Chapters.Neurons.AI 

http://Awards.AI

http://Events.AI

http://Showcase.AI

http://Vocation.AI

http://Study.AI

http://Informed.AI

Our social media:

@into_AI
@Awards_AI

@Events_AI

@Showcase_AI

@Vocation_AI

@Neurons_AI

@Informed_AI

We also have facebook pages and our Informed.AI LinkedIn page.

With thanks 

Andy

Prof Andy Pardoe

Founder of the Informed.AI Group

Pardoe.AI

@Pardoe_AI

Artificial Intelligence In Military Market Trends, Growth Forecast 2019-2028

Artificial Intelligence In Military Market Trends, Growth Forecast 2019-2028

Artificial intelligence is an area of computer science that uses digital computers or robots that have ability to perform tasks by using human intelligence which include learning or acquisition of information, reasoning, and self-correction. Artificial systems are commonly used in expert systems that make complex decisions, speech recognition, evaluate investment opportunities etc.

Increasing adoption of artificial intelligence in consumer electronics and healthcare sector is a primary factor driving demand for this technology in the global market. This demand is expected to increase exponentially during the forecast period owing to increasing application of artificial intelligence in various other sectors. Features such as high computing power and accuracy to enhance productivity and improve customer satisfaction are also some of the factors that are expected to drive demand in the global market.
Rising adoption of artificial intelligence technology in media and advertising to determine the influencing factors for consumer buying behavior is expected to boost demand during the forecast period.

Challenges such as high production and deployment costs are hampering demand for artificial intelligence technology in the market globally. Lack of skilled labor to manage, monitor, and operate systems is restricting growth of the global artificial intelligence market. Majority of companies operating in the market are facing challenge related to accumulating funds for early stage R&D of prototypes and their underlying technologies.

The global artificial intelligence market is segmented on the basis of solution, technology, industry verticals, and region. On the basis of region, the global artificial intelligence market is segmented into North America, Europe, Asia Pacific, Latin America, and Middle East & Africa.

North America is the leading regional market and is expected to hold its dominance over the forecast period owing to increasing adoption of artificial intelligence technology in various sectors, cloud based services, and government funding. Europe is expected to witness remarkable growth during the forecast period. Among other regions, the market in Asia Pacific is expected to register rapid and high revenue growth during the forecast period.

Key players in the global artificial intelligence market are Atomwise Inc., Google Inc., IBM Corp., Microsoft Corporation, Rocket Fuel Inc., Qlik Technologies Inc., MicroStrategy, Inc., Brighterion, Inc., Numenta Inc., Sentient Technologies, and Inbenta Technologies, Inc.

Source: https://marketresearch.biz/report/artificial-intelligence-in-military-market/

MATLAB

MATLAB

Today we will highlight signal processing applications using deep learning techniques. Deep Learning developed and evolved for image processing and computer vision applications, but it is now increasingly and successfully used on signal and time series data.

Deep learning for signal data typically requires preprocessing, transformation, and feature extraction steps that image processing applications often do not. While large high-quality image datasets can be created with relatively low-cost cameras, signal sets are harder to obtain and will usually suffer from large variability caused by wideband noise, interference, non-linear trends, jitter, phase distortion, and missing samples.

https://blogs.mathworks.com/deep-learning/2019/05/13/deep-learning-for-signal-processing-applications/

How AI Is Changing Customer Service

How AI Is Changing Customer Service

According to “MyCustomer” reports, 80% of all UK businesses will have a chatbot solution in place by the end of 2020.

The rise of artificial intelligence and the accessibility of disruptive technology in the current marketplace means that any company can take their business to the next level with an AI chatbot.

Unfortunately, brands from most industries are still facing a host of challenges when it comes to getting the full value out of intelligent solutions.

Here, we’re going to cover everything you need to know about the market for modern chatbot tools, and how they can help you to transform customer service.

Read more at https://www.ringcentral.co.uk/blog/the-rise-of-chatbots/

AI @ Oxford

AI @ Oxford

Every year we bring a group of outstanding data science practitioners to Christ Church, Oxford, for an advanced, intensive course on AI. Among our delegates are the current and past Kaggle champions. Due to the advanced nature of the content, many of our delegates are senior industry leaders and decision makers with a lot of experience, many of them leading data science and AI teams or entire organisations. There are also many senior quants with decades of experience in finance, seeking to reposition towards AI.

The AI @ Oxford School

The lectures are given by leading academics, including Dr. Paul Billion and Prof. Matthew Dixon, and industry-leading practitioners from finance, insurance, medicine, engineering, and beyond.

Our condensed, intensive, interactive five-day course will take our delegates from a brief overview of the mathematical foundations to current state of research and industry practice in ML/AI.

In addition to covering the depths of the theory, we work through real financial, medical, and engineering datasets, showing how highly nontrivial and non-obvious information can be extracted from them. In finance, this leads to superior alpha and better execution. In medicine, this leads to saving lives and money.

Artificial Intelligence Board of America

Artificial Intelligence Board of America

The Artificial Intelligence Board of America (ARTIBA) researches, designs and validates excellence through credible and industry acknowledged standards and certifications. The objective of ARTIBA is to serve the AI profession by providing professionals with comprehensive resources that improve their expertise in the job and keep them abreast of the latest trends in AI.ARTIBA provides the Artificial Intelligence Engineer (AIE™) certification program. The AIE™ credential stands for the present and aspiring Artificial Intelligence professionals as an industry-recognized qualification across the world. This credential is centered around the ARTIBA AMDEX™ – the AI & ML Design & Engineering Excellence Framework – a powerful knowledge model for excellence in enterprise-level Artificial Intelligence practice.

https://www.artiba.org/

Tweets by ARTIBA_Insights

 

Artificially Intelligent Claire

My name is Claire and I’m on a mission to help everyone with understanding big data concepts and how to use artificial intelligence – it is my passion! So much so I want to pass this love on to you! I help inquisitive millennials who love to learn about tech and artificial intelligence by blogging about learning to code and innovations in AI.

https://www.artificiallyintelligentclaire.com/

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