Whats New in AutoCAD 2019 – New Features and Toolsets

AutoCAD 2019 is a powerful designing and drafting software app, it released on the 22nd of March 2018. This software, developed by Autodesk allows you to create precise 2D and 3D designs. The newest AutoCAD release has a few new features, which are available with each product update. Shared Views The “Share Design Views” feature…

AutoCAD 2019 is a powerful designing and drafting software app, it released on the 22nd of March 2018. This software, developed by Autodesk allows you to create precise 2D and 3D designs. The newest AutoCAD release has a few new features, which are available with each product update.

Shared Views

The “Share Design Views” feature is replaced by a new improved feature – “Shared Views.” It simplifies the collaboration with clients and collections. Now it`s possible to share your designs without releasing drawing files. The beauty of this feature is that the design data is extracted from your drawing – it is stored in the cloud – and a link is generated, which can be shared with your clients and collections. The Autodesk Viewer will open once they receive the link from you. Also, they can view and comment in their web browser of any device with Internet access.

Save to AutoCAD Web & Mobile

“Save to Web & Mobile” and “Open from Web & Mobile” are new commands available for accessing your online drawing files. Now you can open and save drawing online from any location in the world with an Internet access; and on any device – desktop, web or mobile. This feature is available only on 64-bit systems. AutoCAD web app allows you to access directly to AutoCAD in your web browser (web.autocad.com). You only need to log in to your Autodesk account, without the need for downloading or installing anything. You can create, edit, view or share CAD drawings anytime and anywhere with the AutoCAD mobile app. The app is optimized for Windows, Android and iOS devices.

DWG Compare

“DWG compare” is considered as one of the best features recently. It`s very helpful and easy to use. With this feature, you can easily recognize graphical differences between two revisions of a drawing. Unique objects of a drawing are separated by color. If you want to exclude objects from being compared, you just need to turn off their layers.

AutoCAD 2019 software offers seven specialized toolsets:

• AutoCAD Architecture

• AutoCAD Electrical

• AutoCAD Mechanical

• AutoCAD Map 3D

• AutoCAD MED

• AutoCAD Plant 3D

• AutoCAD Raster Design.

You can download these specialized toolsets, by subscribing to AutoCAD 2019 from the Autodesk account portal. Having an access to over 750.000 intelligent objects, styles and symbols mean increased productivity, because of the faster and more efficient work.

Providing drafting services across Telco Mobile Infrastructure Projects, Commercial Buildings, Shopping Centers and Residential / Apartments.

FLCleaner 3.0 & The Rise Of Web Centric Software – Does It Work?

FLCleaner 3.0 is a software application designed to help ensure that programs running on Windows, Linux, MacOS, iOS and Android devices are as optimal as possible. While the system is often referred to as an “optimization” tool, it's specifically called a “Stack Management” application, designed to help people determine the undering software “stack” that they…

FLCleaner 3.0 is a software application designed to help ensure that programs running on Windows, Linux, MacOS, iOS and Android devices are as optimal as possible.

While the system is often referred to as an “optimization” tool, it's specifically called a “Stack Management” application, designed to help people determine the undering software “stack” that they are running on their device.

Its main feature is the ability to connect to a “web” interface, allowing users to manage a network of devices without having to log into them individually. This not only means that network managers are able to consider the overall health of their network, but are also able to work with individual devices remotely if necessary.

Regardless of what the system is meant to do, the big point is that it's primarily designed to provide the user with the ability to manage the speed and performance of their systems.

Due to its original intent of being designed for software houses & creative agencies, it has a heavy slant towards the resource-intensive “creative” packages including the likes of ZBrush and VRay. When using these tools, and also the likes of Visual Studio, you'll find that you need to ensure your system is running at fast and smoothly as possible.

The most important thing to consider here is that the system has been designed around a “definitions” based architecture. This means that rather than having a base set of errors / optimization profiles, it is able to continuously update its definitions when new ones are released.

The advantage of this is that it gives more granular management of the various software applications on the system, but also means you're able to keep them updated without having to resort to downloading an entirely new version of the system.

Regardless of this, the question remains as to whether it's effective.

To answer this, you have to consider the underwriting functionality of the software, and how it's able to work on different systems. More pertinently, its main benefit – the ability to work on a granular level with various software applications.

The main reason why the service was created was to provide a “profile” type system for software optimization. To understand how these works, you must realize that the majority of optimization solutions in existence are “hard coded” with specific instructions inside the application itself. These instructions allow the software to run smoothly, but means that in order to update it all, the whole system needs to be updated.

FLCleaner 3.0 uses the same techniques as antivirus applications – a core “scanner” system which is able to read certain “definitions” that changes its behavior as required.

This allows the system to track which applications are present in someone's “software stack” and then provide different settings as to how to keep them up to date and rid of temporary / junk files etc. By keeping this “profile” data in the central web repository – users are able to use the system on many different devices (unlike most of the other system speed-up tools).

Ultimately, if you're looking at whether someone would benefit from using the tool – you have to realize that the way it works (which is to say that it calls up user-based data from a central web service) is highly dependent on the efficiency of the central system.

Key ERP Modules and Its Functions for the Manufacturing Industry

The span of the manufacturing industry is huge and compared to some other industry verticals, the businesses associated with this industry are of greater complexity. For any kind of business, it is an undeniable fact that the better the production result is, the more the success. Now, this production result guarantees some aspects like descent…

The span of the manufacturing industry is huge and compared to some other industry verticals, the businesses associated with this industry are of greater complexity. For any kind of business, it is an undeniable fact that the better the production result is, the more the success. Now, this production result guarantees some aspects like descent pace, best quality, customer satisfaction, smooth execution of different processes along with many other things. Managing all these things become remarkably easier with the efficient help of a well-balanced integrated system. In this scenario, a feature-rich, high-functional ERP software is the answer you are looking for.

Every business has different nature, different processes and according to this, they need different ERP modules to work at its best. Here is a list of the key modules that a manufacturing ERP software must hold. Read on and make your manufacturing business a huge success.

Inventory Management
Managing inventory record without any failure is critical for a manufacturing business. This module offers a range of flexible and advanced features to business managers catering them in making wise business decisions based on material availability in the stock. They can easily know which product is available in the stock at what measure by accessing this module.

Sales and Distribution Management
Managing sales order of customers, accessing customer information, preparing quotes for the orders and sending them to the required department etc. are vital for a manufacturing business. Managers need an efficient and smooth ERP module to do all these tasks smoothly and instantly. This module serves all these purposes and helps the business to co-ordinate between different departments.

Human Resource Management
The manufacturing industry and a business associated with it involve a large amount of human capital and human resource. Managing the entire workforce related to this industry demands a powerful integrated system. The human resource management module is perfect for handling key processes like training, recruitment, payroll, attendance, working schedule etc. without any kind of hassles.

Accounting and Finance Management
With the help of this module, just a simple click is enough to get relevant financial records and information of the users. These financial reports are important to the managers for preparing final reports on the business.

Excise Management
This is the only module using which the business can make sure excise compliance in the different processes. Users can effortlessly handle any transaction process related to sales, purchases, inventory along with production management.

Production Planning and Management
Optimizing the resource use is such a critical part that every manufacturing business should give proper attention to it. This module can successfully do this task along with managing material maintenance and manufacturing efforts. Every business sets some goals to reach in terms of profits. Forecasting sales orders and business data can result in better estimation of profits that helps businesses to set goals.

Service Management
This business enhancement module is mostly related to customer services such as email integration, message alerts, allocation of auto call, facilities of chat connectivity etc. This service management module efficiently helps to keep a close eye on all these customer-related activities resulting in a stable business workflow.

So, these were some vital ERP modules that help to grow a manufacturing business successfully. However, depending on your business nature, you can ask your ERP vendor for changes that would suit your business.

Here’s How Your CRM Software Can Help Convert Leads

Customer relationship management is an important business strategy to drive sales growth in the long run. CRM technology is one of the best ways to convert leads, as it brings together sales, marketing and customer support efforts. But, simply purchasing CRM software is not enough. You need to deploy your CRM strategy smartly across the…

Customer relationship management is an important business strategy to drive sales growth in the long run. CRM technology is one of the best ways to convert leads, as it brings together sales, marketing and customer support efforts. But, simply purchasing CRM software is not enough. You need to deploy your CRM strategy smartly across the company. The management team and employees need to work together and get the most out of the CRM implementation.

The alignment of sales and marketing can further help in driving higher customer retention. With the use of CRM software, these two teams can have shared metrics and goals to streamline lead nurturing and evaluation processes. A CRM software helps companies manage customer interactions throughout the lead cycle, convert leads, nurture sales and enhance customer retention.

By improving communication between teams to providing deeper insights, CRM software helps in achieving the alignment successfully. A well-designed CRM software can help businesses boost lead conversion and customer retention processes. It tracks prospects and the opportunity of sale to eliminate errors throughout the lead cycle. The challenge of data duplication can also be eliminated successfully with CRM software.

Here's how CRM software is transforming the process of lead generation.

· Improve Relationships with Your Prospects

The most important way to achieve customer satisfaction is to focus on their needs and offer them the service beyond expectations. Only by implementing CRM solution, you can ensure consistent interaction with prospects and achieve optimized results. This software can help you find out who subscribed to the newsletter and followed you on social platforms. With the help of CRM software, the marketing team of any organization can send customized emails to interested prospects and keep the conversation going. Further, tracking the web behavior pattern of prospects becomes easier, and marketing strategies can be adjusted accordingly.

· Collect Important Lead-Related Info

With the use of CRM software, users can collect data related to lead generation from different sources. Lead-relevant data from different sources like manual entries, websites, social networks, surveys and referrals can be managed at a single location. Moreover, CRM tools avoid clutter by removing redundant data from the list.

Leads can be further analyzed to understand every lead based on their purchase pattern and buying behavior, location, niche, and so on. With this information at disposal, companies can modify their sales and advertising strategies to get desired results.

· Facilitate Lead Qualification

Sales and marketing professionals often commit the mistake of giving undue attention to unqualified leads. Why direct all your sales efforts towards someone who is not going to purchase your product? Fortunately, CRM tools can help in figuring out qualified leads and moving them up on the sales pipeline. CRM solutions provide different lead qualification parameters, such as open rate, click rate, content downloaded on the website and requests for demo / trials.

CRM software not only helps in lead generation, but also leads lead nurturing. This software can prove to be a powerful ally in lead conversion by tracking and managing every interim process.

· Automate Your Data Entry Process

With the use of CRM data, corporate leaders can design sales strategies and set sales metrics. It further helps in generation of reports and forecasts in error-free manner. In addition, you can save time and effort of sales reps, who do not have to enter data manually. Data input and other mundane tasks performed by sales reps can be automated, helping them focus on nurturing leads and achieving higher conversions. The sales staff can focus on conversion and sales, without worrying much about lead database management.

· Optimize Your Sales Process

Follow-ups, demo calls and meeting data schedules often give sales reps hard times. When managing all these activities manually, chances of errors are also quite high. To avoid errors and ensure that sales reps never miss a conversion opportunity, organizations often go for CRM software. CRM solutions support marketing automation, contact management and sales tracking to streamline different processes. Further, CRM help in creation of customized email templates and lead generation campaigns. This way, different prospects can be targeted in a customized manner for higher sales conversions.

The benefits of CRM tools can go on. Every thriving business needs to invest in CRM software to make the process of sales and marketing result oriented.

How Blockchain Works

Blockchain is a piece of software designed to create decentralized databases. The system is entirely “open source”, meaning that anyone is able to view, edit and propose changes to its underlying code base. Whilst it has become increasingly popular thanks to Bitcoin's growth – it's actually been around since 2008, making it around a decade…

Blockchain is a piece of software designed to create decentralized databases.

The system is entirely “open source”, meaning that anyone is able to view, edit and propose changes to its underlying code base.

Whilst it has become increasingly popular thanks to Bitcoin's growth – it's actually been around since 2008, making it around a decade old (ancient in computing terms).

The most important point about “blockchain” is that it was designed to create applications that do not require a central data processing service. This means that if you're using a system build on top of it (sometimes Bitcoin) – your data will be stored on 1,000's of “independent” servers around the world (not owned by any central service).

The way the service works is by creating a “ledger”. This ledger allows users to create “transactions” with each other – having the contents of those transactions stored in new “blocks” of each “blockchain” database.

Depending on the application creating the transactions, they should be encrypted with different algorithms. Because this encryption uses cryptography to “scramble” the data stored in each new “block”, the term “crypto” describes the process of cryptographically securing any new blockchain data that an application may create.

To fully understand how it works, you must appreciate that “blockchain” is not new technology – it just uses technology in a slightly different way. The core of it is a data graph known as “merkle trees”. Merkle trees are essentially ways for computer systems to store chronologically ordered “versions” of a data-set, allowing them to manage continuous upgrades to that data.

The reason this is important is because current “data” systems are what could be described as “2D” – meaning they do not have any way to track updates to the core dataset. The data is basically kept absolutely as it is – with any updates applied directly to it. Whilst there's nothing wrong with this, it does pose a problem in that it means that data either has to be updated manually, or its very difficult to update.

The solution that “blockchain” provides is essentially the creation of “versions” of the data. Each “block” added to a “chain” (a “chain” being a database) gives a list of new transactions for that data. This means that if you're able to tie this functionality into a system which facilitates the transaction of data between two or more users (messaging etc), you'll be able to create an entirely independent system.

This is what we've seen with the likes of Bitcoin. Contrary to popular belief, Bitcoin is not a “currency” in itself; it's a public ledger of financial transactions.

This public ledger is encrypted so that only the participants in the transactions are able to see / edit the data (hence the name “crypto”) … but more so, the fact that the data is stored-on, and processed-by 1,000's of servers around the world means the service can operate independently of any banks (its main draw).

Obviously, problems with Bitcoin's underlying idea etc, the underpin of the service is that it's basically a system that works across a network of processing machines (called “miners”). These are all running the “blockchain” software – and work to “compile” new transactions into “blocks” that keeps the Bitcoin database as up to date as possible.

Whilst many people have blindly supported support for blockchain, it's actually got a number of vulnerabilities – most certainly that it relates almost entirely on the encryption algorithms employed by its various applications. If one of these algorithms fails, or users are compromised in any way, the entire “blockchain” infrastructure could suffer as a result.

How Would You Select A Test Automation Tool?

In such a situation software testing becomes critically important, and organizations are always looking to increase code coverage and accelerate the testing. This is where Test Automation comes into the equation. There are a variety of Test Automation tools that are available as both open source as well as licensed. These tools have multiple features…

In such a situation software testing becomes critically important, and organizations are always looking to increase code coverage and accelerate the testing. This is where Test Automation comes into the equation. There are a variety of Test Automation tools that are available as both open source as well as licensed. These tools have multiple features and claim multiple benefits. Clearly, it is critical to choose the right automation tool as each one has its own challenges such as implementation complexity, training need, usability aspects, overall productivity and timeline impact, cost-effectiveness and so on. Here is a suggested list of factors for organizations to consider before selecting the right test automation tools:

Identify the scope and conclude on technical feasibility
As the first step, it is important to identify the complete scope requirements and various development technologies involved in the architecture of the application under test. The requirements need to be clear, precise, and thoroughly reviewed before the tool selection process comes into the picture. Once the requirements are well documented the appropriate tools should be shortlisted which can best meet the needs with less cost and implementation effort – but more about those issues later.

Building the business case
Organizations must first decide on their desired Return on Investment or do a cost-benefit analysis before selecting the right tool based on the scope of the project. If you want to know how to go about doing that – this post of ours may help! As per the results, if the analysis of the output is that implementing the tool will consider improve productivity of test execution or consider reducing testing effort then it should be pursued further. Some of the automation tools can help create automated tests without the need to code – this impacts the type, and hence the cost of resources to be deployed. The cost of developing tests by hiring specials versus the cost of investing in the automation tool needs to be compared and analyzed.

Open source vs licensed tools
There is little doubt that licensed tools have more inbuilt features, but they always come with a higher cost. For smaller and mid-size projects, open source tools along with minimal customization can serve the purpose rather than investing in licensed tools. Some of the open source tools have limited features, for example, they can execute only specific tests or have support for specific languages ​​or operating systems, whereas some of the licensed tools have multiple features and functionality. The pros and cons of choosing the right tool need to be weighed. In the case of licensed tools, the post production or after sales support from the vendor needs to taken into consideration as well.

Proof of concept
Before finally drawing a conclusion, sometimes it may be advisable for organizations to do a small proof of concept project with the automation tool that is selected. Setting up the correct success criteria is an important aspect of a proof of concept for objective decision making. Licensed tools often have trial versions which can be downloaded and used for the proof of concept. Doing a proof of concept also gives an idea if test automation is indeed required or manual testing can suffice. Based on the outcome of the proof of concept organizations can narrow down the automation tool that best suits their needs which could be generating test results in a specific format, simple to implement, better test coverage, etc. In case the proof of concept is not successful or does not produce desired results, it can help to save time, effort and costs for the organization before the full-fledged project is executed.

Tools with enhanced features
As stated earlier, it is a must to choose the automation tool which fits the organization or project requirements. However, many automation tools have additional nice-to-have features which can benefit the organization in the long run. For a large organization working on several projects, it is good to have best of the breed automation software. Additional features like cross-platform and multi-language support, mobile device support, ability to connect to multiple test data sources, ability to generate detailed reports, integration with automated build software, and version control tools are few of the add-ons which an organization needs to consider.

Selecting the right automation tool is not a simple task and needs to be given considered thought. This is due to a wrong choice or decision may severely impact the project, the testing phase, or the end business goals. What has been your experience of choosing a test automation tool – what factors did you take into consideration?

Moving To the Cloud? Know How It Can Be Rewarding for Your Business

In reality, we all are already preferred by cloud computing. Every time we send an email, or log on to share pictures or edit a document, we are operating in the cloud. However, in the realm of business, moving to the cloud database empowers them to take care of their processes and resources more easily…

In reality, we all are already preferred by cloud computing. Every time we send an email, or log on to share pictures or edit a document, we are operating in the cloud. However, in the realm of business, moving to the cloud database empowers them to take care of their processes and resources more easily and efficiently. Further, there's no added investment for hardware support. The prime advantage is that businesses of all kinds and or all scales are capable of leveraging cloud ERP, irrespective of the processes they deal in.

In short, growth is inevitable with cloud support as you get to manage everything with few hands and also maintain transparency. So, if you still have not moved from on-concessions software applications or hardware systems to the cloud, these reasons will compel you to do so.

# 1 Immense flexibility

A cloud solution of ERP is best for every business that aspires to grow despite the fluctuating demands. With right information transferred to the cloud database, at the right time, decision-makers can know what's going on in the market and plan production accordingly.

# 2 Can work anytime from anywhere

With the basic requirement of an internet connection, employees and any members have the option to work from anywhere anytime. By logging in the online portal, they can inquire about any process, enter information, contact other employees, check reports and so forth. In short, keeping all data-related tasks on a cloud platform gives immunity work flexibility to employees.

# 3 Enhanced security level

Without a doubt, cloud ERP offers more security and protection to the company's database than any other on-premise systems. While leaking of data is a rare consequence as it is protected by a password, loss of data can be easily recovered. If a device goes missing, the data is still accessible from any other device, being stored in the cloud.

# 4 Quick recovery

Cloud applications do not need a data backup or recovery plan. You can save up a lot of your time and investments made by backing up everything from time to time. Everything gets saved real-time in the cloud platform and none gets removed until you intentionally delete them.

# 5 Auto Update run

With the cloud-based operation, you get relieved from the need of updating your hardware or IT systems regularly investing a considerable amount every time. The cloud ERP applications are well equipped with auto-update. That is, every time a version update is released, you will get notified and can run on the update yourself.

Apart from the above, a noticeable advantage of using cloud ERP cuts down your overall capital expenses as there are least requirements for computers or backup systems. Either you go for pay and subscription model, or seek development and deployment support from an ERP partner, the costs are much lower both the ways.

4 Benefits of Making a VIN Decoder Part of Your Fleet Management Software

So, you have a system that helps companies manage their fleet more easily. This system helps your customers perform their vehicle repairs and title renewals. They even use your software to get the most out of their vehicle fuel. Now, you may be thinking what else you may need to add to your software. Actually,…

So, you have a system that helps companies manage their fleet more easily. This system helps your customers perform their vehicle repairs and title renewals. They even use your software to get the most out of their vehicle fuel. Now, you may be thinking what else you may need to add to your software. Actually, you need to keep working on your systems to ensure they solve each and every problem that your customers may have. A VIN decoder should be part of your fleet management solution. Let's look at some of the benefits of this system.

1. Quicker accessibility to the desired info

Everyone loves a UI that allows him or her to perform a quick search. VIN allows users to do the same.

Users may use the VIN to access the maintenance history, find out about the driver of the vehicle and many other tasks. If your company has a fleet of thousands of vehicles, it may be beneficial for you to have a VIN decoder. After all, user experience is the most things for any business owner. In fact, the success of a business depends on it, partly.

2. Quicker additions

For each vehicle, tracking down the specs and details and then entering that info into the software system is not an efficient approach. Given below are some problems:

With no OEM connections, it's difficult to find specific information about a vehicle.

It takes a good deal of time to manually enter all the details. It also involves higher chances of error.

If you add a VIN decoder to your application, users will be able to enter the VIN and get the rest of the info filled in automatically. This way, your customers can save time and enjoy a higher level of accuracy at the same time.

3. Faster search and decoding

At times, your customers may want to add information about multiple vehicles at the same time. Based on the list size, it may take them hours to make all the entries. Luckily, the majority of VIN decoders allow the decoding of multiple entries at the same time.

4. Cleaning the details & specs

In some cases, your clients may experience some discrepancies in the information, inconsistant descriptions of the vehicle or blank fields. On the other hand, a Vehicle Identification Number solution works with the data 24/7. Plus, they are in touch with all the OEMs in order to make sure accurate data is provided.

So, if you make a VIN decoder part of your software, you can let your customer clean the specs and details of vehicles, fill in the blank fields and correct the existing descriptions with ease.

Conclusion

Long story short, if you implement this solution to your application, you can provide a lot of additional value with your clients. Moreover, your customers can enhance their processes, which is beneficial for both you and your customers. So, it's a good idea to give a go to this system. Hopefully, you will not regret your decision.

The Potential And Limitations Of Artificial Intelligence

Everyone is excited about artificial intelligence. Great strides have been made in the technology and in the technique of machine learning. However, at this early stage in its development, we may need to curb our enthusiasm somehow. Already the value of AI can be seen in a wide range of trades including marketing and sales,…

Everyone is excited about artificial intelligence. Great strides have been made in the technology and in the technique of machine learning. However, at this early stage in its development, we may need to curb our enthusiasm somehow.

Already the value of AI can be seen in a wide range of trades including marketing and sales, business operation, insurance, banking and finance, and more. In short, it is an ideal way to perform a wide range of business activities from managing human capital and analyzing people's performance through recruitment and more. Its potential runs through the thread of the entire business Eco structure. It is more than already already that the value of AI to the entire economy can be worth trillions of dollars.

Sometimes we may forget that AI is still an act in progress. Due to its infancy, there are still limitations to the technology that must be overcome before we are indeed in the brave new world of AI.

In a recent podcast published by the McKinsey Global Institute, a firm that analyzes the global economy, Michael Chui, chairman of the company and James Manyika, director, discussed what the limits are on AI and what is being done to alleviate them.

Factors That Limit The Potential Of AI

Manyika noted that the limits of AI are “purely technical.” He identified them as how to explain what the algorithm is doing? Why is it making the choices, outputs and forecasts that it does? Then there are practical limitations involving the data as well as its use.

He explained that in the process of learning, we are giving computers data to not only program them, but also train them. “We're teaching them,” he said. They are trained by providing them labeled data. Teaching a machine to identify objects in a photograph or to acknowledge a variance in a data stream that may indicate that a machine is going to break down is performing by feeding them a lot of labeled data that indicates that in this batch of data the machine is about to break and in that collection of data the machine is not about to break and the computer figures out if a machine is about to break.

Chui identified five limitations to AI that must be overcome. He explained that now humans are labeling the data. For example, people are going through photos of traffic and tracing out the cars and the lane marks to create labeled data that self-driving cars can use to create the algorithm needed to drive the cars.

Manyika noted that he knows of students who go to a public library to label art so that algorithms can be created that the computer uses to make forecasts. For example, in the United Kingdom, groups of people are identifying photos of different breeds of dogs, using labeled data that is used to create algorithms so that the computer can identify the data and know what it is.

This process is being used for medical purposes, he pointed out. People are labeling photographs of different types of tumors so that when computer scans them, it can understand what a tumor is and what kind of tumor it is.

The problem is that an excessive amount of data is needed to teach the computer. The challenge is to create a way for the computer to go through the labeled data quicker.

Tools that are now being used to do that include generative adversarial networks (GAN). The tools use two networks – one generates the right things and the other distinctions wherever the computer is generating the right thing. The two networks compete against each other to permit the computer to do the right thing. This technique allows a computer to generate art in the style of a particular artist or generate architecture in the style of other things that have been observed.

Manyika pointed out people are currently experimenting with other techniques of machine learning. For example, he said that researchers at Microsoft Research Lab are developing in stream labeling, a process that labels the data through use. In other words, the computer is trying to interpret the data based on how it is being used. Although in stream labeling has been around for a while, it has recently made major strides. Still, according to Manyika, labeling data is a limitation that needs more development.

Another limitation to AI is not enough data. To combat the problem, companies that develop AI are acquiring data over multiple years. To try and cut down the amount of time to gather data, companies are turning to simulated environments. Creating a simulated environment within a computer allows you to run more trials so that the computer can learn a lot more things quicker.

Then there is the problem of explaining why the computer determined what it did. Known as explainability, the issue deals with regulations and regulators who may investigate an algorithm's decision. For example, if someone has been let out of jail on bond and someone else was not, someone is going to want to know why. One could try to explain the decision, but it certainly will be difficult.

Chui explained that there is a technique being developed that can provide the explanation. Called LIME, which stands for locally interpretable model-agnostic explanation, it involves looking at parts of a model and inputs and seeing that that alters the output. For example, if you are looking at a photo and trying to determine if the item in the photograph is a pickup truck or a car, then if the windscreen of the truck or the back of the car is changed, then does either one of those changes make a difference. That shows that the model is focusing on the back of the car or the windscreen of the truck to make a decision. What's happening is that there are experiments being done on the model to determine what makes a difference.

Finally, biased data is also a limitation on AI. If the data going into the computer is biased, then the output is also biased. For example, we know that some communities are subject to more police presence than other communities. If the computer is to determine whether a high number of police in a community limits crime and the data coming from the neighborhood with heavy police presence and a neighborhood with little if any police presence, then the computer's decision is based on more data from the neighborhood with police and no if any data from the neighborhood that do not have police. The oversampled neighborhood can cause a skewed conclusion. So reliance on AI may result in a reliance on inherent bias in the data. The challenge, therefore, is to figure out a way to “de-bias” the data.

So, as we can see the potential of AI, we also have to recognize its limitations. Do not fret; AI researchers are working feverishly on the problems. Some things that were considered limitations on AI a few years ago are not today because of its quick development. That is why you need to constantly check with AI researchers what is possible today.

Make Your Marketing Global With Oracle Database Users Email Lists

Oracle Database Users Email Lists – Marketing activities will be successful when it spreads the right message to the target customers. The technology-based marketing requires additional emphasis as the marketers will be targeting a niche customer base. It makes lead generation and customer engagement a difficult task to achieve. So, if a business is trying…

Oracle Database Users Email Lists – Marketing activities will be successful when it spreads the right message to the target customers. The technology-based marketing requires additional emphasis as the marketers will be targeting a niche customer base. It makes lead generation and customer engagement a difficult task to achieve. So, if a business is trying to expand its wings in the global markets, then it needs to plan and strategize the marketing activities way ahead to generate the desired results.

Here are some of the best practices which a technology-based business should keep in mind for marketing certain solutions to the Oracle Database users. Following these tips, marketers can plan better ways for business expansion in the international market using an Oracle Database Users Email Database.

International Marketing

When a business plans to expand its reach in the global market, it needs to focus a lot on the set of rules that are applied in the target market. Many businesses find this task extremely daunting. What the marketers need to do is understand the privacy regulations, language preferences, and ISP rules of the country. Correspondingly, form an interesting marketing campaign. Also, they need to connect with the customers at the right time. Here, being aware of the customers' time zones will be rewarding.

Opt-outs from the Global Market

Like the CAN-SPAM Act in the US, businesses trying to connect with the companies outside the nation need to understand the similar rules they are planning to target. Read and understand the anti-spam legislation of the target country. Doing a thorough research before sending the emails and newsletter will help in reducing the opt-outs. Remember that if a prospect requests for an opt-out, it should be handled immediately. If not, it can hamper the business reputation in the global market.

Effectiveness

To maintain the effectiveness of the marketing collateral it is necessary that a business conducts proper testing. It helps to understand the right time to execute the marketing campaign. Continuing testing will help you to understand the demographics of the interested customers, the way the contents are taken by the target audience, and the required changes to be made to make it more presentable.

Double Opt-In of the Oracle Database Users Email Lists

Email best practices state that it is better to perform double opt-ins if you are marketing technology-based products and services. It mainly improves the deliverance rate of marketing activities. Following the social media feeds and newsletters of certain organizations that focus towards the best practices of email marketing across the globe will be helpful.

Follow the above-discussed tips to meet the audiences' expectations in the international market while planning an international email marketing strategy.