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Top 5 Data Analysis Certifications in South Africa; Jobs, Pay Scale, Skills



These days, data analyst’s topmost aim is to assist organizations to determine the ways to reduce expenses and find out the techniques to enhance their revenue. However, data analysts are making use of standardizing methods account to gather and analyze the data. They are accountable for understanding the most recent trends, as well as insights that are exposed to an enormous set of data. Data analysts employed organizations to assist them while taking informed decisions or enhanced practices in businesses. Several other kinds of businesses are making use of data analysts to get assistance in collecting and analyzing the data. Data analysts are also sometimes called on to utilize their tools and abilities to offer competitive analysis and recognize the trends in the industries.

Data Analysis Certifications in South Africa

The following are the detailed listing of the most demandable South African data analysis certifications to assist you in making a decision on which certification is appropriate for you. These certifications will help you in getting strong Data Analytical skills.

Associate Certified Analytics Professional

The Associate – Certified – Analytics – Professional (a-C-A-P) certification is the most initial level analytics cert – which is showing knowledge in analytics procedure; however, a person might not have any real-world experience up till now. This credential keeps emphasizing seven zones of the procedure of analytics: business problem outlining, analytics problem edging, data, procedure selection, and model constructing, arrangement, and lifespan management.

S-A-S Certified – Advanced – Analytics – Professional – Using S-A-S.9

SAS Certified – Advanced – Analytics – Professional – Using S-A-S.9 certification authenticates the capability to determine big-data along with a range of statistical exploration as well as analytical modeling strategies. Applicants must have experience in ML and predictive modeling strategies and their app to circulated, big, and in-memory datasets.

Microsoft Certified: Data Analyst Associate

The Data – Analyst – Associate credential is the topmost among numerous role-based certs that are replacing MS Certified – Solutions – Expert (M-C-S-E): Data-Management & Analytics cert – that would be obsolete in the year 2021. This cert proves subject matter skills to enable the business to influence their data-assets utilizing MS Power BI.

Certified Analytics Professional

The Certified – Analytics – Professional (C-A-P) certification is fundamentally a broad analytics credential that verifies end-to-end comprehension of analytics procedures, ranging from framing of the businesses and problems of analytic to get the data, method, create model, utilization and model lifespan management. It’s requiring to complete the exam of CAP and authenticity to CAP Code-of-Ethics.

Cloudera Certified Associate (CCA) Data Analyst

An S-Q-L designer who is earning CCA Data – Analyst – cert authenticates the major analyst abilities to keep loading, change and model the Hadoop data on account to describe the associations and extract significant outcomes from raw productivity. It is requiring passing out the C-C-A Data – Analyst Examination (CCA-159) and practical errands on C-D-H 5 cluster.

Data Analyst Job Outlook

As observed in a recent survey that the hiring of info research scientists and computer engineers as well as data analysts is expected to increase 14.2% from the year 2014 till 2024 in South Africa, as fast as the overall growth of the entire occupations. However, computer-scientists are typically enjoying great opportunities for jobs as numerous organizations are reporting technical complications – while they are looking for those extremely competent workers. A great number of organizations are tried to employ those staff who are full of talent and owns data analysis certification to get closer to the market.


  • Works with the management to prioritize their info demands.
  • Collect and interpret data regarding precise topics of significance to the business.
  • Analyzing outcomes and report the outcomes to the businesses.
  • Identify and interpret the patterns or trends in critical sets of data.
  • Develop the actions to optimize the superiority of statistical outcomes.
  • Maintain the databases.
  • Planning the newest data gathering as well as analysis procedures.

Data Analysts Salary in South Africa

The initial level Data-Analyst who have not more than one year of experience would be expected to attain an estimated whole recompense (which consists of bonuses, tips, and overtime pay) of around R203,718 relying on 101 revenues. The Data Analyst who has enough 1 to 4 years’ experience would attain an approximated total income of R281, 732 – which relying on 724 revenues. A middle-level career Data-Analyst who has 5 to 9 years’ experience gets an estimated sum around R385, 850 relying on two hundred salaries. The skilled Data Analyst who owns 10 to 19 years’ experience would relatively get an estimated income of R491, 115 relying on 83 incomes.

Skills Required For a Data Analyst

Similar to business-analysts, data-analysts have great tech abilities along with enormous industry-related know-how. They own an entire knowledge regarding the associations existing in the numerous databases and data resources of the organization.

  • Analytical abilities: Data analysts are working with big volumes of data that include: figures, facts, & number analysis.
  • Communicational skills: They are required to speak & write undoubtedly and become enough capable of making critical ideas of communication in easily understandable terminologies.
  • Abstract thinking: Data analysts have to look at trends, numbers as well as data on account to make conclusions.
  • Attention in detailing: Data is always in a detailed manner. Data analysts are required to ensure that they are quite focused on their examination to formulate the appropriate conclusions.
  • Mathematic skills: Data analysts are requiring having skills in math to make the process of arithmetical data.
  • Tech skills and tools: There are a lot of technical abilities as well as computer programs through which a data analyst should have to become skillful.

Final Words

In general, they are quite as same as a data scientist; however, they are often not accountable for creating the algorithms which are utilized for the discovery of data and acquirement. Instead of generating their data projects, these data analysts at times find their selves to tackle precise business-related errands utilizing available tools, data sets, and systems. Both of the career prospects are sharing a usual goal – as they are used to find out the ways to utilize info for answering the queries and also resolve issues for the sake of their industry or business’s advantage.

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Computer’s Short-Term Memory: Things You Need to Know About RAM



A RAM or Random Access Memory gives you storage space for a short while for all the program code and data that your computer uses at a given time or which it anticipates to use. You can find RAM in both HDD and SSD systems, and one key feature of Random Access Memory is that it can process data at a much faster rate than your HDDs or SSDs.

Your computer’s RAM is one of the essential vital parts of your computer system, smartphones, and even gaming consoles. It is a high-speed component that temporarily stores all the information and data that your computer needs or needs. So, in this article, we will give you things you have to know about RAM.

How Does RAM Work?

Random Access Memory lets your computer perform numerous day-to-day tasks like browsing the internet, playing the latest game, and loading applications. Your RAM also enables you to quickly shift from one task to another without delay, depending on the amount of RAM you have on your computer. 

Your computer’s RAM is somewhat like your desk. The bigger your desk is, the more tasks you can do at a given time, such as having more papers, tasks, etc. You can easily and quickly access any data without having to go to a filing cabinet, which is your storage drive. When you are done with all the tasks for the day, you can just store or keep everything in your filing cabinet.

What to Consider When Buying RAM

When talking about the best RAM to buy for your computer, the task may look straightforward and simple, but there are still factors to consider when choosing which RAM to buy. So, here are some factors that you have to consider to get enough RAM to let your computer work with excellent performance and smoothness:


Choosing the perfect interface of your RAM is essential. To select the ideal interface, you have to know what DDR slot your computer’s motherboard has. You should already have this in mind when you bought your motherboard and what RAM goes along with it. For example, if your motherboard has a DDR2 RAM slot, you can’t use DDR3 RAM sticks.


Another important factor in choosing the right RAM stick for your computer is its frequency. You should know that if you buy a low-frequency RAM and place it on a minimum frequency motherboard, both your RAM sticks and the motherboard will have unwanted damage. The best thing for you to do is get a higher frequency RAM than that of your motherboard. You will not experience any issues, and your RAM will operate at a standard rate along with your motherboard.

Amount of RAM

The most important factor you have to consider is RAM’s amount to get for your PC, which usually is 32GB to 4GB of RAM. When considering RAM’s amount, you should also know how often and how much you multitask on your computer. If you open many apps or programs, consider getting yourself a considerable amount of RAM, which will surely enhance your computer’s performance.


One other thing you have to consider is your RAM’s timing or latency. This is the amount of time it takes from the moment your memory controllers give off a request until the moment the data is stored on your RAM chips. However, you can easily modify this with your motherboard’s BIOS, and the excellent latency is between CL6 and CL12.

Multichannel VS Single Channel

The number of channels, whether it is a single channel or multichannel, is your motherboard’s specification. The number of channels refers to the number of paths your RAM should communicate to attain the memory controller. 

Why Do You Need RAM?

Having sufficient RAM on your computer plays many advantages, such as providing you with quick read-write access to your storage devices. There would be a time that you would be suggested to upgrade your RAM’s capacity, which means adding more RAM chips into your computer. 

Another reason why you need RAM is to prevent any slowdowns on your computer. If you are a person who multitasks a lot, you will benefit if you have a considerable amount of RAM installed on your computer. Remember that more RAM means you can run more programs and apps at any given time. If you don’t have enough RAM on your computer, you will ultimately experience computer slowdowns when you operate with a high number of programs.


Overall, Random Access Memory is vital not just for our computers but also for us. With that said, if you are a person who multitasks a lot, don’t hesitate to add more RAM as it will significantly improve and enhance your computer’s performance. Well, there you have it! We hope that this guide will help you.

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Benefits of using online form templates



form template

Managing a business and setting its standards are literally very difficult. Something that one person finds easy might be the same for the other. So, in this article, we are going to be talking about form templates and why they are beneficial for your workspace. The use of online form templates can work towards stabilizing your business faster. 

Just a piece of personal thought, online form templates are literally wonderful, I find them extremely easy to use and store. Simply speaking, it’s just way easier to work with form templates and since I’ve started implementing them in my workspace, it has been wonderful. In this article, I am going to tell you guys about the benefits of using form templates so that you can know it’s amazing and start using them as well. 

Form templates are clean and consistent?

Web forms usually vary between websites and organizations but most of the variations of forms typically ask the same questions. The form templates keep your web forms consistent as well as systematic. This will also ensure the same user experience among all the web pages as well as web forms. 

Systemized web forms usually make form analysis easy. It also helps maximize the impact of the forms throughout the tracking, optimization efforts, and key insights.  

They are thorough 

No matter what type of web form you are building, online form templates will allow you to collect the necessary data from your users. It doesn’t matter whether you are building an email list or asking for feedback from the customers or accepting online payments, online form templates can help you do all of that.  

In case you are registering for new sponsorship, online forms will help you ask the right question and receive the right information. Form templates come in different types, it can be business form templates or contact form templates, they are available for all needs. They are extremely helpful to connect with your audience and receive information from them which will further support your business. 

Form templates are extremely convenient 

In order to receive feedback or certain information, just imagine if you had to use the offline forms. You will have to spend tons and tons of money on printing paper, mailing it to the addresses of your customers, and then receiving the feedback and then evaluating your data. Oh my god, you will have to do a hell ton of work and spend a lot of money as well. 

Nobody is interested in offline surveys and people just straight up don’t have time to write their feedback and mail it back to you. That’s just so much work and people won’t like to do it. As people are growing more sophisticated day by day, you will have to come up with sophisticated ways to market your business.

If you want to grow your email list, just throw in an online form on your website and people can type their email addresses in there. Online form templates are very useful in many different scenarios, and they are both comfortable for the user and you as well. 

Larger response rates 

Okay, if you just conduct an offline survey for some information regarding your business, you would get a lot of results only if we were in the 1990s. It’s the 21st century and people are not interested in doing physical work this also includes writing and mailing the review back to you.

Whereas people are okay with taking an online survey because let’s be honest, it’s easier and doesn’t require any effort. Just enter the information and then press a button. 

Creating Offline forms takes a lot of money and sending them to people is also money consuming and it doesn’t give out as many results. So, why spend money and get a few results when you can create offline for free and get a ton of responses? 

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Different Methods to Restore Deleted Files



method to restore deleted file

The world is in a more significant crisis, and here you are still crying over the file you deleted by accident. There is no need to worry about it because it is a common issue since the delete option was introduced. We are used to losing our data from phone memory, PC, or storage devices like USB. However, whether the data got deleted by accident or intentionally is the other debate. But the question which is needed to be answered here is how to recover the deleted files?

It would be best if you kept in mind that it is not deleted when you delete data. It is just hidden from you. Even when you permanently delete it. It is still a method to restore deleted files present on your hard disk.

Is It Easy Or Hard To Recover Deleted Data?

We all know that it is no longer an issue with the development of science to restore your deleted data. But the point is that do you know how to do it? It is not that tough how most of us think it to be. There is much software available in the market to help you out with this issue. The files deleted from any device are easy to be recovered; you can do it by yourself at home; otherwise, experts are also available in the market. However, it is hard to recover data from a device that is badly damaged physically.     

Different ways of Restoring Data

There are different types of devices for storing data, or it depends on either you are using a computer or mobile phone. But it is possible to restore data from any of these devices.

Recycle Bin

The first thing you need to check is your Recycle bin. There are high chances that you might forget to check your trash can. If you find your desired file in there, you can quickly restore it.

Data Recovery Software

But still, if you have permanently deleted your file from the recycling bin, what alternative can you do? With the development of computer ages, many software has formed. You might not find recovering software at an early age, but now this facility is available.

Now the second question in your mind right now should be, which software? That’s a very valid question. For this purpose, many software has been launched in the tech market, such as Disk Drill for windows.

File History

It is another way to restore your deleted file. It is less complicated than the above one. All you need to do is to dig into your file history. Click on the folder in which your file was placed earlier. Go to the history option mentioned above the bar. Your file history will show all the data you have stored in that place before. Select the file you want back on your computer.  

What Mistakes Should You Not Make?

There are several chances that you might corrupt other files along with it in the hurry of recovering data. So, the things you need to avoid is are:

·         Don’t double click anything when you are using data recovery software.

·         While using CBM, make sure to enter the right code.

·         If you are using a USB, don’t try to dispatch it in a hurry.

A Tip for Restoring Your Deleted Data

Ask anyone you think can give the best advice to you regarding this issue. The only thing everyone possibly has for you is to recover your data as fast as you can. Time is the actual key. If you keep it pending for a day or two, you are making its recovery difficult.

Last Words

Recovering data is not as severe as we might think of it. It highly depends on how you lost your file but remember that nothing is impossible in this advanced world.   

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Best TV Stand for Your Flat-Screen TV



As a focal point and gathering place in your house, a wellness TV has been showcased. That is why using a fantastic TV stand is so essential.  If you like TV series marathons, movie nights, or even keeping up with your favorite sports team, then a TV stand is going to be a welcome addition to a living area.

How to Choose a TV Stand:

Choose a comfortable viewing height craning your neck in awkward angles for hours is really a recipe for distress, which means that your TV stand ought to place the screen at eye level. The advised TV height is approximately 42 inches, however, the very best place is dependent upon the height of your couch or chairs. To get a customized installation, quantify your eye level when seated, which makes certain the central area of the TV is not much above your sight. Look at purchasing a TV stand using a bracket to adjust the screen level as required. White floating TV stand are the best stands in the industry.

Match the TV Size and Width

If you are decided to take home a 40- or 50-inch TV to get theater-quality viewing, take into consideration just how much wall or floor area you want to set aside to an extra-wide version. When space permits, start looking for TV consoles which are broader than your screen to prevent unnecessary overhang, particularly if your TV is set at the midst of an area. Even though a flat-screen TV generally includes a foundation for even weight loss, you risk bumping or toppling your screen when the TV stand is too modest.  It’s also wise to be certain that the rack provides sufficient weight ability to support your wellbeing TV.

Complement the Room Layout

Dealing with a small or irregularly shaped area does not mean that you must forfeit the TV of your dreams.  Pick a swivel TV stand to locate your best viewing angle once the accessible space for your TV does not comfortably lineup with your seats. A corner TV stand allows you to match a major display in a compact place, even though a wall-mount TV stand frees up space facing your seats for easier motion or entertaining.  Even in the event that you mount the TV independently of a rack, a wall console is helpful for adding storage capacity into the space.

Choose a Style

TV stands can be found in a huge array of decorative components, which range from staggered shelving to curved foundations to asymmetrical shapes. Mixing styles contributes to confused decoration, therefore stick with TV consoles which combine nicely with your present aesthetic. Simple geometric lines and spacious shelving catch the minimalist feel of a contemporary area. Pick pale neutrals, white, or pale grey to make the room look more bright and spacious. Dark solids and blank lines are in home one of transitional decoration, while richly stained forests, milder frames, and decorative particulars match the elegance of several conventional rooms.

Pick the Right Material

Get ready yourself to find TV stands created from these five typical materials: glass, wood, metal, particle board, and medium-density fiberboard. Wood, veneered plywood, and alloy are durable substances, and since wood TV stands are reasonably heavy, they frequently stay stable when pets or children are operating by. Many glass TV racks are durable and feature metal supports for reinforcement, but if you would like to keep them tidy and free of cracks, it could be best to book glass units to low-traffic homes. Particle board and medium-density fiberboard are cheap options to wood, which means that they provide less durability but are durable enough to stand up to everyday usage.

Plan for Storage and Organization

Maintaining your TV stand free of clutter and wires is among the greatest ways to flaunt your wellbeing TV. Shop for a TV stand with storage to arrange magazines or media, and search for units with wide tabletop space if you’d like to place accent decoration on screen. Big entertainment facilities are fantastic for organizing numerous electronic equipment in a streamlined, centralized site. Many TV stands contain cutouts for cable management, assisting you to hide cables and keep your household safe from electrical hazards. Based upon your style, select between spacious toddlers, closed cabinets, and drawers.

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7 Ways to Get The Best Out of Your Cybersecurity Budget



Due to the pandemic induced recession and economic downturns, enterprise cybersecurity spending is expected to go down. According to Gartner, IT spending will decline by 8% dropping from $3.7 trillion in 2019to $3.4 trillion in 2020. Even though spending on cybersecurity and risk management will grow by 2.4% but that is still a big dip when you consider the project growth rate of 8.7%.

With your cybersecurity budgets becoming tighter, ensuring compliance, and dealing with the emerging threats will become more challenging. The good news is that the percentage of IT spending allocated for cybersecurity is growing but that is still not enough to deal with the cybersecurity challenges.  It is important to make the most of every dollar. Try to extract the best value for your money and take your cybersecurity initiatives forward even in those uncertain times. 

In this article, you will learn about seven ways to get the best value out of your cybersecurity budget.

1. Make the Best Use of Your Security Team

The widening talent gap in the cybersecurity industry coupled with the steep learning curve of cybersecurity services makes it imperative that you take full advantage of your existing resources. Instead of staying deeply involved in the day to day activities, you should step back and look to automate and streamline processes and outsource the mundane task. Think of a task that requires little to less human interaction and automate it. This will free up your team members to focus on a more important task

Remove the roles which can be automated or outsourced. Since most of the tasks you automate might be boring, this could have a positive impact on your cybersecurity team. It will increase their satisfaction level, which would in turn reduce the employee turnover rate of your cybersecurity team. People usually love more challenging roles where they can showcase their skills instead of wasting time on repetitive tasks.

2. Maximize Resource Utilization

Are you planning to buy VPS or a new affordable dedicated server for your business? If yes, then you need to think twice. Ask yourself, do you really need it? Are you getting the best out of your existing resources? If the answer is no, then you need to focus on optimizing resource utilization instead of making new purchases. Most often than not, businesses who frequently buy new tools and hardware tend to use a small percentage of these tools over the long run. What is the point of spending money on products you will never or rarely use? You get the point, right. Make sure that you use all the features and functions of your existing infrastructure. In most cases, it would be enough to meet your current and even future needs.

3. Use Open Source Tools

Can’t afford to splurge on the expensive tool? Well, now you do not have to. There are a lot of free and open-source tools that are as good as the paid ones if not more. Best of all, it can meet most if not all of your cybersecurity needs. Yes, you might have to do some extensive research to find an open-source tool that is best for your business but the effort is well worth it as it helps you save thousands of dollars in the long run. If you can do without the technical support and user manuals provided by paid tools, you can certainly use these open source tools as an alternative to paid ones.

4. Smart Vendor Negotiations

IT vendors usually tend to lock businesses in with contacts specially designed to keep them hooked. The best way to protect yourself from falling for this trap is to compare different vendors and negotiate with the ones you have chosen. Stay away from vendors that try to lock you in a long contract even if you must choose a less popular or smaller vendor. You will realize that it was a wise decision after a few years. When you are negotiating with your vendors, ensure that you are aware of all the delivery options they offer.

5. Divide Costs

Another great way to keep your cybersecurity costs down is to divide up the cost. You might own tools that could serve multiple purposes, some of which might be outside the scope of your cybersecurity team. You can put the additional capabilities to good use and monetize them. This works well for small businesses as it gives them access to modern security approaches without having to pay for expensive tools. You can even split the cost of hiring top security professionals and consultants by dividing their time and let them work for other companies too. This puts less burden on your finances while still giving you access to security professional services.

6. Get the Most Out of Your Contacts

There are instances where your security vendors and service providers can relax the clauses of your contract and offer you special discounts and concessions. Always choose contracts that work in your favor and look for ways to make the most of your contracts. You might not need all the seats and resources you have acquired by signing the contract so it is better to request changes in the contract and get rid of the resources you don’t really need. This will reduce your overall bill and operational and cybersecurity costs.

7. Increase Cybersecurity Awareness

The number of social engineering attacks are on the rise. This is because hackers understand that humans are the weakest link in your cybersecurity chain. In fact, it is easier to trick humans into clicking malicious links than bypass advanced security systems. The best way to resolve this issue is to educate employees about cybersecurity threats and how they can protect them from these threats. Invest in employee training to keep them engaged in the cybersecurity program. It will cost you much less than the loss you can incur due to a lack of employee awareness about cybersecurity.

How do you make the most of your cybersecurity budget? Let us know in the comments section below.

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