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What is EC2? And How Is It Beneficial?

What is EC2? And How Is It Beneficial?

EC2 stands for “Elastic Compute Cloud,” which is an exceedingly popular service at the very primary part of the AWS platform. This service allows you to effortlessly rent components of computer power, storage, and network connectivity units functioning within AWS’s gigantic set-up.

 

When you decide to deliver your customers, users, or readers with a web-based interface—anything from a communal wiki to a fully advanced, multi-level mobile business program. You can use those resources to build a virtual machine that will function and look like the real thing to the outside world.

 

What is EC2 in AWS?

Amazon EC2 is one of the utmost used and most straightforward services in Amazon, so according to logic, starting with EC2 is the best decision if you are new to AWS. However, the main question is: what is EC2 in AWS?

It is an engine with an operating system, and it can fit any hardware components of your choice. But the difference is it’s entirely virtualized. Several virtual computers can be run in solo physical hardware.

EC2 is one of the essential mechanisms of the AWS environment. EC2 allows on-demand and accessible computing using the AWS cloud.

 

How Does Amazon EC2 Work?

Using Amazon EC2 work is quite simple. You can use the pre-configured AMI (Amazon Machine Images) template. On the other hand, you can construct AMI, making sure it contains all the important files, libraries, configuration settings, and applications that you require.

Network access and security can be arranged through Amazon EC2 for customization of settings. Then you can determine the AMI instances and choose if you want to run it on multiple sites. You can also use static IP endpoints with the use of minimal AWS Console.

 

After everything is done, boot, terminate and track all the instances you need. Any management tool and web service can be used to do this after paying for the resources.

 

The elasticity of the services you use is reflected using the Pay-for-What-You-Use bill mode. The VM environment can be used to check the resources you use.

 

It differs from conventional on-site hosting, usually presenting you with a restricted number of resources for a defined time. This shows that you frequently can’t answer hastily to an alteration in usage as you do in a secure, elastic, and stable environment of Amazon EC2.

 

Key Features and Benefits of EC2


Easy to Use

The architecture of AWS is so easy to pick up that a beginner can easily understand it. A newbie or an experienced person would have no problem using it. The AWS Management Console and the organized web services are the reason why it is so easy to use.

 

Instance Type as per Requirements

It is explicitly enhanced to fit several cases, such as providing a broad array of instance types. In general, multiple variations of networking capacity, storage, memory, and CPU provided by different instances, will facilitate different choices for your applications to have a perfect mix of resources.

 

Amazon Machine Image (AMI)

A template that contains the software configuration needed to launch your application server, applications, and operating system is known as AMI. AWS Marketplace supplies a variety of options to choose from, including AMI.

 

Networking Configuration

For the EC2 to be secure, you need to make the following: Public & Private Subnet, Internet Gateway, VPC, Route Table, NAT Gateways, and Auto-assign Public IP.

 

Termination Protection

Unexpected Termination won’t happen using the EC2 as it enables protection against it. You can use the API or command line to terminate your instance through the Amazon EC2 Console.

 

User Init Data

To transfer configuration files, cloud-init supply a system with a set of rules for execution of boot time, which is an early service for the initialization of operating on cloud distributions.

 

Storage

If you needed a cost-effective, multipurpose, and easy to use data storage, Amazon EC2 has got you covered. It has unique stability and combination. The storage options can be matched individually as well as combined.

 

Security and Reliability

If you want your infrastructure to be secure, AWS has an end-to-end solution for it. It delivers top-quality security and stores your data in data centers of AWS so that your privacy can be preserved. It just shows how effective and functional the AWS cloud is. Users rely on AWS because of their highest security standards.

 

Store the .pem File Securely

The .pem file created can be securely downloaded to the server.

 

CloudWatch Detailed Monitoring

You can monitor AWS resources and real-time applications running on the AWS using the Amazon CloudWatch. You can collect and track variables that will help you keep track of your applications and resources. For your ease, the notifications and alarms can modify your resources automatically however you would have to state the rules for it to work.

 

Adding Tags

Customers can assign metadata to form AWS resources using Amazon Web Services. Each tag contains customer-distinct keys and to make things easier it has voluntary values for filtering, managing, and searching for resources.

Saima Naz

Jun 9, 2020

Video Marketing Trends to Follow in 2020

Video Marketing Trends to Follow in 2020

We’ve seen developments in video marketing evolve over the years, from 30-second ads to viral videos to vlogs and live streams. In fact, new technologies have paved the way for more immersive video formats, such as experiences in 360 degrees, ephemeral videos and shoppable videos. According to HubSpot, ‘78% of people watch online videos every week, and 55% view online videos every day.’

 

Video marketing trends have advanced greatly from 30-second ads to viral videos to vlogs and live streams. Now the path is paved for more captivating video formats such as 360 degrees, shoppable and ephemeral videos due to the new technologies.

 

New trends are coming up this year, and some are fading away. Video marketing is one of the top social media marketing tips to revamp your marketing strategy

 Here are some of the trends you should consider.

Live Videos

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Live media is one of the most engaging concepts out there. This is due to living interactions with real people.

If you are a Snapchat or Instagram user, you might have noticed that a lot of people whom you follow go live numerous times a day. These lives consist of people answering questions sent by other people in real-time. Some might also take dares from other users to do. This content is meant to be interactive.

 

You can save your life using Instagram’s feature; however, people will not revisit a Livestream, which is why video style is so effective.

Remember, when live radio and television used to be famous among people around the world, live videos recreate the same type of experience by giving people the same phenomenon all around the world at the same time. Live videos are a trend that is here to stay, so it is best to experience with the type.

 

Shoppable Videos

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One of the biggest trends evolved in the past few years is selling on social media. This has made the interactions between vendors and customers easier and simpler, which makes it up to date to the on-demand industry. A lot of businesses benefit through social media content.

 

There are plenty of videos that allow users to shop on the spot without having to search up anything. They may not have to search for the product manually. They must click on the product, and they will be redirected to the respective site.

This trend should not be ignored as recently in 2020, we have seen an increase in the likeliness of customers wanting to purchase a product after watching a video about it.

 

Interactive 360 Videos

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Another major trend is the interactive 360 videos. We can experience wide-ranging musicals, sports games, and iconic locations using it.

Interactive videos might not work every time, but there are different ways of using virtual reality to make it engaging and fun. An example of this could be of an interior design company that would make their audience experience a virtual tour of their projects using virtual reality.

As AR and VR continue to grow, we expect to see a more immersive and futuristic style of videos like these. If you are ambitious, you can do something like this yourself.

To captivate the customer base, making a video on the product can be quite challenging but very helpful for your business.

 

Soundless Videos

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Sometimes you are in public and would watch a soundless video. This is a trend evolving which prefers to show rather than explaining through sound.

Social media users would like to watch with no sound, or sound can be accommodated using subtitled videos. Creating videos that do not need sounds to be understood or using captions would be a wise idea.

These videos can help us understand different scenarios, such as appearance, mechanism, composition, and involvement in daily life. Specifically, rearranging Ikea furniture, silent video trends, and immersive ads trend.

 

Vlogging

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After seeing the growth of vlogging channels on sites like YouTube, vlogging continues to develop. People document their everyday life, share their experiences, talents, or to express their feelings and personality to the public using vlogging. Actors and influencers use vlogging to communicate with their fan base. We have also seen a lot of brands branch into vlogging.

Celebrities and influencers reach out to their followers using vlogging. Companies can interact with their customers with the help of vlogging. Vlogs are a more authentic and unfiltered version of your brand as compared to a company produced project. This gains the trust of the consumer and helps personify your brand.

 

Social Media Stories

social-media-stories

Publishing ephemeral content in effective ways is one of the advantages of social media stories. After 24 hours of posting stories, they are automatically removed from the site as they comprise of texts and pictures.

These have become a new form of vlogging, which is low-fi and does not need the extra effort of editing. Stories will continue to gain fame as they are being implemented by sites like YouTube, Twitter, and Instagram.

Saima Naz

May 14, 2020

Top 8 Facebook Ad Hacks to Reduce Costs and Increase Conversions

Top 8 Facebook Ad Hacks to Reduce Costs and Increase Co...

Facebook is undoubtedly a persuasive platform for advertisers for countless reasons, including potent targeting options and reasonable costs.

 

Done properly, a Facebook ad campaign can significantly improve your conversion rate, the number of website visitors and your overall performance. But to make your advertisements effective on this well-known social media platform and know what advertisements to run and where can take some time and money. So, if you are looking for better ways to bring the best results, you should do proper research. Any of your Facebook ad costs depend on a number of factors, including your audience, industry, goals, and optimization settings.

 

Here are the top 8 hacks which can drastically reduce costs and increase conversions.

 

1.  Start off with the right audience

A strategy is a must even before you think about your Facebook optimized ads. To succeed, you must know your right audience. A thorough understanding of your targeted audience includes what they like, share or mostly respond to. When you narrow down and focus on targeting the right audience, you can greatly cut competition from other brands running advertisements to comparable audiences. You should precisely know that you are in a bidding war with various other brands and you just need to bid on who you really want to reach. So, before you begin optimizing Facebook ads, check your ad reports to see if you target the relevant audience.

 

2.  Ad frequency also counts

Facebook experts do not give any specific claims or practices about the frequency of showing the same ad to a single user. But we should also consider the fact that people should not turn off your ad or label it as spam after they get annoyed by seeing it too many times. Do a little research and try to estimate how frequently people will notice your ad when it’s shown to them. A simple way of doing this is by rating the ad’s visuals. You should show each ad a minimum of 3 and a maximum of 10 times in Facebook’s newsfeed. For the sidebar, you could jump to a minimum of 10 and a maximum of 40 ads.

 

3.  Optimized time slots

Time frames matter the most in Facebook ads. If you ever noticed, there are some days and time frames when your posts get more likes and those days outperform as compared to the rest of the days; that’s when you need to set up your ad campaigns. No campaign runs successfully 24/7. So, analyze which days perform better in terms of conversions at the lowest CPA. You can go to your Facebook Ads Manager reports and use the Breakdown menu to break down your campaigns by day.

 

4.  Keep your ad copy catchy and concise

People nowadays are too caught up to give time to a long-written copy. Pressed for time, they only tend to skim the lengthy text. So, the tricky part of this is creating a compelling ad within this short copy. Keep your brains all active and write a two-line (or maybe one) copy that sums up all the specific points and also a CTA. So, give your best shot and prepare a catchy and concise ad copy while retaining all the elements of a ‘good’ ad.

 

5.  Facebook Messenger ads are the new cool

Facebook messenger ads are comparatively cheap if set up rightly and effectively. They show up on the home screen of the Messenger. Placement of the ad also plays an integral role. So, if you are already using Facebook ads and their manager, then the placement of the ads become quite simple. You may also use some of the advertisement material which is already there.  The biggest benefit of Facebook Messenger ads is that you directly send people to your website or initiate conversations in order to connect with the users. The good thing: all these conversations are handled by bots, which direct users to the best offers.

 

6.  Redeem bailout checkouts via videos

People tend to leave abandoned checkouts for unknown reasons. So, retargeting them with videos can get them back, which results in increased conversions. So, what you need to do is put a video on Facebook about what it is like to be a customer and what benefits and value they may get in return. This video is intended to directly help them see what they’re going to get, and the video format is perfect for bringing this kind of personalized message across. This is an excellent way to get them to rethink stuff and, ideally, become a bona fide customer.

 

7. Placement plays a huge role

If your ads are placed rightly, they can bring a great increase in the conversions and hence results in cost reduction. When it comes to serving social media ads, Facebook placement is the original gangster. Not all placements will be available for mobile, and not all will be available for desktop. You need to place your ads accordingly, keeping in mind your target audience. Some Facebook ad formats and placements may better serve your goals than others, depending on your campaign’s priorities.

 

Adidas, for instance, determined that using video with the collection feature of Facebook would be a useful way to display its Z.N.E Road Trip Hoodie’s various features. As a result, Addidas has been able to reduce conversion costs by 43 percent.

 

Once you become sure of the placement and format that is working best for bringing conversions, you can raise your bids on top-performing placements. But if an ad placement doesn’t meet your targets, you may remove it from your ad set.

 

8.  A/B Testing is a must

Although A/B testing offered by Facebook isn’t the best thing to rely on as it is difficult to use and not entirely accurate, it is still good to run an A/B test with the ads you have. It is always better to be on a safe side with at least some data rather than none. With Facebook A/B testing options, you’ll get a good idea on what’s working and what’s not.

 

 

Saima Naz

May 8, 2020

Top 6 Python Libraries for Machine Learning

Top 6 Python Libraries for Machine Learning

Recently, with the push in the AI sector, machine learning and deep learning have been on the rise and the early adopters of these technologies are starting to see their results. More and more businesses have hopped onto the bandwagon and started investing their time and effort in fully understanding this untapped domain’s potential.

 

Here are our top picks:

python-libraries-for-machine-learning-infographics

Numpy

Numpy is a library that handles data, particularly one that helps us to manage large multidimensional arrays along with a huge collection of mathematical operations. It is recognized for its execution speed and ability to vectorize. It is ‘core dependence’ for other commonly used libraries.

TensorFlow

TensorFlow is an end-to-end python machine learning library to run numerical high-end computations. TensorFlow Python offers excellent architecture support to allow fast computation deployments over a wide range of platforms, such as desktops, servers and mobile devices.

Theano

Theano is a popular python library widely used to identify and detect different types of errors for unit-testing and self-verification. It evaluates and optimizes mathematical expressions concerning multi-dimensional arrays. It is done by optimizing CPU and GPU utilization.

Keras 

Keras is a leading open-source Python library written to build neural networks and projects of machine learning. It provides nearly all standalone modules including optimizers, neural layers, functions for activation, schemes for initialization, cost functions, and regularization schemes.

Pandas

Pandas is an open-source Python package offering high-performance, easy-to-use data models and data analysis tools for the Python programming for the labeled data. It is a handy tool for munging or wrangling data.

SciPy

Scipy works alongside NumPy arrays to offer a framework that delivers numerous mathematical approaches. It presents a complete stack of Linear Algebra functions used for more complex computations. Moreover, it supports signal processing, data structures and numerical algorithms, creating sparse matrices, and more.

 

Saima Naz

Apr 29, 2020

Making Work-from-Home Effective during COVID-19 Pandemic

Making Work-from-Home Effective during COVID-19 Pandemi...

Working from home is the latest reality for many workers in the US, and the world, as the coronavirus spreads. While people these days are away from the public spaces, they are available online.

 

Companies are shutting down their offices due to the coronavirus, and for many, the possibility of working remotely is now a way of life— and simply inescapable. From setting up a VPN to accessing work files to having a decent workout indoors, WFH is the new “normal”!

 

Even if you’ve done it previously, working from home can feel like a whole new thing now because of the coronavirus: It’s all sudden and might last for a longer period of time.

 

Some of employers’ biggest concerns involve workers struggling with loneliness, managing their time, and communication with team members.

 

Although all of this can be challenging, having a workable strategy can help you make it through.

 

Set up Your Workstation

 

 

One simply cannot concentrate on the work while sitting in the living room with family around. You need a dedicated spot where you shouldn’t get distracted and deliver the work with greater concentration. If possible, set up a work desk in your bedroom or some other suitable place. By doing so, you will get a feeling of working in a proper office setting.

 

Make Use of Proper Technology

 

 

Properly check your computer system, internet connectivity, networking tools, emails and video conferencing devices you need to work from home. You should have a good internet connection, which must be VPN-protected, while you work remotely.

Data is essential and valuable. So, it’s your duty to secure and protect your data from interruption. You can get your laptop or desktop checked by your office network administrator, if necessary.

 

Good Gears Are Essential

 

A proper computer is an essential item, whether you are using a desktop with a large display or a portable laptop that can be deployed throughout your home. Make sure it has a soft keyboard, a video calling camera, and cybersecurity software to secure data. Moreover, in case of a power failure, or virus or hardware breakdown, a good backup solution is also necessary.

 

Keep Track of Your Time

 

Just as you designate and separate your physical workspace, you must be specific about when you are working and when you are not. If you stick with your regular hours, you can get the best work done and be more prepared for the transition back to the office. Also, if your job is collaborative, it makes it much simpler to be on the same timeline as your coworkers.

With the help of time-tracking apps, you can keep track of working hours by logging in the start and end time of tasks, ventures, and issues. You can use the time-sheets to prevent any confusion and send them to the managers or employer for approval.

 

Fix Issues Related to Wi-Fi

 

 

As most devices now connect wirelessly, your home work experience can rely a great deal on your Wi-Fi efficiency. Several devices that run on one network will create internal traffic issues and downgrade performance while working remotely.

If you’ve had more than five years with the same router, now may be a perfect time to upgrade. Newer routers deliver wireless dual- and tri-band networks. You can easily segment the wireless network into two networks with newer, multi-band routers: 2,4 GHz and 5 GHz.

The 5 GHz network is a faster, broader wireless band with less interference and is suitable for connecting to, teleconferencing or transferring huge files while accessing business applications.

 

Ensure Security of Home Network

 

 

Always ensure that all devices on your home network, and those you use for business, have the latest software upgrades (which often contain necessary security patches) as well as any anti-virus software upgrades.

 

Communication is Key

 

If you haven’t worked from home previously, there would definitely be some hiccups along the way if you suddenly have to go entirely remote. Communication — particularly with the manager and direct reports — is the secret to driving through these bumps.

Come up with a strategy that sets out goals as to how much you will check in and how you’re going to communicate any changes or new tasks. Do the same for anyone you usually deal during the working hours.

So, you needn’t just stick to text-based communication. You may find it better to check in over the phone or via video chat with your manager and coworkers. This would reduce miscommunication and break up some of the social isolation that can emerge during work from home.

Saima Naz

Apr 27, 2020

Why You Should Consider DIY Website Builders

Why You Should Consider DIY Website Builders

A DIY website builder is a platform available online where by just signing up with your email address you have access to upload contents such as images, texts, slideshows, etc., on a blank canvas from which you can populate your website. DIY website builder not only gives access for the creation of web components but also cuts down the responsibilities of hosting your web page, so you don’t have to bother about technical details including configuration, security updates, etc.

 

Building a bottom line

Business executives, freelancers and entrepreneurs who like investing in e-commerce vendor assistance gets to build their bottom line ultimately.  The collaborative approach to selection making gives license to both events to leverage their expertise because it pertains to the gradations of their enterprise.
The monthly subscription fees, these enterprises get the tools to build an online store or any static internet site where more complex tasks including hosting, uptime, security, software updates are all looked up by SaaS vendors.

 

Increased Efficiency

After the web construction is done for the clients or themselves, business executives are often found frustrated because of the inefficiency of the website they built. They are unable to make changes to their website’s online design, nor can they change or alter text, links or menus easily. Moreover, they cannot add services like appointment scheduling or even e-commerce options without high hand expenses.

Fox describes constructing your own billing device as an “iceberg issue”. In the beginning, you see few primary troubles but once you have started, you identify all the complications which lie below the surface and eventually absorb a maximum of a while, lowering usual productivity.

Furthermore, business executives frequently encounter problems every day such as software program and system readiness, team subculture, and coding information, among others.

 

Inspirations from B2C

It’s been an ultimate decade of the widespread development of e-commerce in consumer market. With the growth of technology, there’s a boom in purchasing online trends which has empowered the purchaser brands.


With a sharp rise in e-commerce that has taken over B2B marketplace, these brands have shifted to B2C peers, in order to obtain modern technology so as to make buying experiences more competitive.

 

Evaluating the destiny

According to Research, the next huge wave of increase for e-commerce is within the B2B market, and with a view to take advantage of it, groups want to adopt DIY website competencies.

“B2B manufacturers are looking to create web sites that permit their customers purchase similar to they would from a B2C web site consisting of Amazon or Zappos,” he says.

Online shop builders help us with virtual information and IT help, facilitating us with accountability and dependability. The purpose of the net development assistant is to empower digital agencies, businesses, freelancers with tools that help to build an attractive web site. These Ecommerce Website Development Services have taken over the virtual world.

 

Here’s our pick of best DIY website builders:

Wix

 

 

Weebly

 

 

Squarespace

 

 

GoDaddy

 

 

 

 

 

Saima Naz

Apr 25, 2020

7 Common Bloopers That Could Ruin Your PPC Campaign

7 Common Bloopers That Could Ruin Your PPC Campaign

There are a few common mistakes we often overlook within the realm of PPC, which can result in failed campaigns.

The telltale signs of PPC mismanagement can be recognized by the most experienced PPC experts.

But if you’re not a PPC specialist, you might overlook those indicators. Thankfully, these indicators and best practices are easy to resolve to make the most of your paid social media marketing campaign.

 

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1.      Account Structure Isn’t Appropriate

Poor account structure on Google Ads is the culprit when a PPC ad struggles to yield results. When defining your ad groups, make the keywords as specific as possible. Make use of accurate matches, negative keywords, and avoid broad matches that could lead to wasted clicks.

 

2.      Not Paying Much Attention to Ad Copy

Words are incredibly important. If you don’t pay enough attention to things like bold headings, clear value propositions and strong, persuasive calls to action, then you’re probably missing out on business.

 

3.      Having Numerous Ad Groups & Duplicate Keywords

Throughout, managers should have only about 7 to 10 ad groups per campaign and just about 20 keywords per target group.

 

4.      Overlooking Negative Keywords

Negative keywords are the reverse of the keywords you target. They help you to ensure that only relevant search terms display your ads.

 

5.      Relevance & Quality Score Matter

Your quality score and your CPC are used to determine the position of your search auction and ultimately decide your overall ad spending. The lower your quality score, the costlier your campaign will be.

 

6.      Ignoring Retargeting

It’s important to reach out to new audiences, but you shouldn’t overlook those people who have already interacted with your brand. People who already know you are more likely to trust you and pay more attention to your paid ads.

 

7.      Absence of Landing Page

To accelerate conversions, a landing page is crucial. If your PPC advert drives people to your business’s home page, they’re likely to move on to a competitor.

Saima Naz

Apr 14, 2020

What is AIaaS? Is it the ‘next big thing’?

What is AIaaS? Is it the ‘next big thing’?

Many big IT companies such as Amazon (Web Services), Google (Cloud Platform), Microsoft (Azure) and IBM (Developer Cloud) have started providing Artificial Intelligence as a Service (AIaaS) in the last few years. These programs are intended to reduce the entrance costs of using Artificial Intelligence to other companies.

 

So, what is AIaaS?

Artificial Intelligence as a Service (AIaaS) helps businesses to leverage AI for different use cases while simultaneously reducing risk and expense. This can involve a sampling of several public cloud platforms to test various algorithms in machine learning. The applicability of AIaaS reaches through all sectors and as the features associated with each service provider are different, users can choose from a number of choices, including enterprises.

 

In this article, we will look at some of the advantages that businesses can gain by using AIaaS.

 

Why leverage AIaaS for the business solution?


Cost and Time Effective

One of the major advantages associated with AIaaS is the reduced expense and time taken to implement the solution. It saves businesses from setting up their own applications by having a ready infrastructure and pretrained algorithms. While earlier business solutions had to create their own application, now all that businesses need to do in this case is to call a service provider.

AIaaS is based on existing cloud framework by training the machine learning models and then deploying them for inference to VMs and containers. Service providers use the existing infrastructure that would otherwise have built on IaaS (Infrastructure as a Service) and SaaS (Software as a Service) without building custom machine learning models. That is another significant benefit as it decreases financial risk and increases strategic versatility.

 

Usability

With AWS, Microsoft and Google leading the market, businesses are now competing with each other to build tools for data scientists and developers in an effort to be more than just service providers. Adding to this is the move to open-source their platforms such as TensorFlow, Caffe and AutoML enabling developers to create a custom AI model.

 

Transparency

With lower costs, there’s a lot of transparency within AIaaS: pay for what you’re using. Even though machine learning takes a lot of power to hewn it’s working, you may only need the power in a short period of time – you don’t have to run AI non-stop.

 

Scalability

AIaaS lets you begin with smaller projects to learn if this is the best match for those projects. You can customize your service and scale up or down as project demands change, as you gain expertise with your own data.

 

Types of AIaaS


Bots and digital assistance

This will include, for example, chat bots that use natural language processing (NLP) algorithms that learn from human speech and mimic the patterns of language while providing responses. It frees customer service staff and lets them concentrate on more complicated activities. These are the forms of AIaaS most commonly used currently.

 

Cognitive computing APIs

Short for application programming interface, APIs are a means for developers to add a new feature or service without writing the code from scratch to the application they are building up. Popular API solutions include NLP, speech and computer vision, translation, knowledge mapping, search, and detection of emotions.

 

Machine learning frameworks 

These are methods that developers can use to build their own model, that learns from current organization data over time. Machine learning is often linked with big data but can also have other uses – and these frameworks offer a way to build in machine learning activities without the big data environment being needed.

 

Fully-managed machine learning services 

If machine learning frameworks are the first step towards machine learning, this alternative is a way to incorporate templates, pre-built models, and drag-and-drop tools to create a more customized machine learning system for developers.


AIaaS Vendors

The four major AIaaS providers, namely Amazon Web Services (AWS), Microsoft Azure, Google Cloud and IBM Cloud, are quite well-known. Each vendor provides different types of bots, APIs, and machine learning frameworks, as well as full-managed machine learning options for all but IBM.

Many well-known technology firms, including Oracle, BMC and SalesForce, are starting to enter the competition.

There are numerous start-ups already working on different parts of AIaaS. This is the case in all industries; purchasing the smaller companies is not unusual for the bigger corporations to add the developed services to their portfolios.

 

The Position for AIaaS

AIaaS models will be vital for the implementation of AI. AIaaS greatly enhances business processes by providing analytical behaviors that are persistently learned and perfected by a machine. Knowledge obtained from specially-built algorithms allows organizations operate in ever more effective ways based on real-time, highly granular insights.

AIaaS is how the promise of AI can be understood, and how businesses will be changed for the better. Everything that once was a distant dream has come to life. It’s high time to embrace it.

Saima Naz

Apr 10, 2020