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Do More With Data on Twitter and Beyond With an MSc in Computer Science

Data scientists are significant roles for those with a computer science background. However, just because you have a BSc in Computer Science does not automatically mean that you are ready.

Published

3 years ago

June 16, 2020

TwinzTech

Twitter and all other social channels are so much more than ways to connect with your customers and vice versa. They offer key insights that you cannot get elsewhere, from how users interact with your brand and how different campaigns resonate with your audience.

Every social media manager knows how to explore analytical information so that they can better inform themselves on how to get more Twitter followers.

That is not the beginning and end of it all, however.

For a business to truly succeed, data needs to be collected and analyzed from a vast collection of sources. This ranges from social media to your website, all the way down to supply chain logistics and buyer behavior in stores.

Computers are easily able to collect this data; what is not easy is understanding it. Analytics takes uncategorized data and process them in ways that you can understand, but they have their limits.

To truly stand out in your field and prove you are invaluable for any business, you are going to want to specialize with a Masters in Computer Science online or in person.

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Table of Contents

1. What Skills Do You Need to Make the Most Out of Twitter and Beyond?

Big Data refers to all data ever produced. Analyzing Big Data can provide insights into society, economics, and development in ways we never thought possible.

Though there are many limitations to Big Data — security and privacy ironically work against it — many of the same concepts from Big Data can be applied to every business.

Instead of looking at all data ever produced, however, you will be looking at all the data available for that one company, or even one resource like Twitter.

Enterprise-sized businesses need a data analyst to put together their data and understand it so that real strategies based on evidence can be created.

2. To perform such a feat, you will need skills in a few areas:

a. Computer Programming

Being proficient in at least one computing language is often essential, as not every program or system is going to divulge its data in a way you can extract and analyze.

You need to be able to troubleshoot, hack, and even develop software to reach your end goal.

b. Understanding of Statistics

Getting data and organizing it is just the first step. Data analysts need to be able to take the data and extrapolate so that better business can be conducted using their actual historical information.

You can better predict product sales, narrow down when campaigns work best almost to a science, and so much more.

c. SQL Database Expertise

Most data will need to be processed in an SQL database or similar program, so you will need to know how to use SQL through and through.

d. Data Analysis

Data analysis, in general, is also its skill and culminates in many different requirements and abilities.

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3. What is Data Analysis?

Data analysis has several steps. You will inspect data, clean it for better analysis, transform it into a visual representation of itself, model it, and so on so that you can extract new information from the data and produce informed conclusions that work to better the business or organization you work for.

4. What are the Benefits of Data Analysis?

We learn by looking from the past, but our brains are not designed to process sizeable raw data collections. We cannot make sense of a massive screen of numbers without first organizing those numbers into meaningful ways. That is the job of the data analyst.

a. Your Future Career in Data Analysis

Data analysis is a big industry, and it’s only growing as businesses open their eyes to the power and wealth found in their systems. There are restrictions, of course.

GDPR, for example, has made data retention more complicated, though adhering to it also better protects your customers and reputation, so it is a fair trade-off.

As for what your potential career could look like, know that:

b. Outlook

In 2018 there were over 3 million job listings for data analysts. The job industry grew by 29% that year and has done so consistently ever since.

c. Average Annual Income

Data scientists and other computer science specialists make the big bucks, with a data analyst earning between $93,000 to $142,000 per year.

d. Job Satisfaction

According to Glassdoor.com, data analysis is the #1 ranked job in 2019, culminating in future opportunities, job satisfaction, and annual income.

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5. How to Become a Data Scientist

Data scientists are significant roles for those with a computer science background. However, just because you have a BSc in Computer Science does not automatically mean that you are ready.

a. Be Prepared to Take Foundational Courses

Data Science involves statistical models and machine learning, so you may still need to use these steps before you are ready to even apply to an MSc. Thankfully, obtaining these foundational credits is very easy.

The better MSc options will allow you to take foundational courses included with your degree so that you can build upon the knowledge you are missing and then finally specialize.

b. Find the Right MSc for You

While there are specific data science degrees out there, you will be far better off specializing an MSc in Computer Science, unless of course you already have an MSc.

Either way, it can be a good idea to look at the full course description to see what each class offers and whether you need it.

Choosing the right degree is going to be crucial and will prove that you have the skills it takes when you start job hunting.

c. What to Remember About Computer Science

The computer science and technology sectors are always evolving, so while you may have an MSc to your name, it is certainly not the last course you will want to take.

While small updates to programming languages or tools can be learned on the way, new tools might be better absorbed in a specialty, short-term course.

Just be ready to invest in yourself throughout your life, because only then can you truly become a data scientist who sees the potential in all data, whether that is found on Twitter or the world over.

Computer

How to Recover Lost Data on Mac Using Wondershare Recoverit

Mentioning the market leaders, Wondershare Recoverit is trusted by millions of users globally and can save data from all kinds of disasters.

Published

3 months ago

November 16, 2022

TwinzTech

The expansive data management needs of today often pose the inconvenience of information mishandling and unwanted loss. As a result, there is a constant need for data recovery solutions to avoid data loss situations. Likewise, there is a diversity of free data recovery software for getting back lost data.

Mentioning the market leaders, Wondershare Recoverit is trusted by millions of users globally and can save data from all kinds of disasters. We will mainly talk about its Mac-compatible utility for retrieving lost data in enough detail.

Table of Contents

Part 1: Recoverit Mac Data Recovery Overview

Available for Windows and Mac devices, Recoverit is excellent for getting back your lost data files quickly and conveniently. This data recovery software is packed with a vast variety of new and exciting features that promise a high-speed and accurate recovery of your lost data in more than 1000 file formats, such as audio, video, photo, Office documents, email, etc.

Recoverit is efficient enough in getting back the lost data in more than 500 different scenarios, from over 2000 devices. You can safely retrieve deleted, lost, and formatted information from USB flash drives, SD cards, internal and external hard disks, cameras, memory cards, etc.

More importantly, it retains the original quality and resolution of the recovered data for the user’s convenience. You can hence, rest assured of the file settings of your high-resolution images, videos, and audio files.

Recoverit Mac Data Recovery Overview

Part 2: How to Recover Lost Data on Mac with Recoverit Mac Data Recovery?

Situation 1: Recover Data from Bootable M1/T2 Mac Hard Drive/Trash/HDD

Visit the official website to download and install Recoverit Mac Data Recovery on your Mac device. Launch the tool and take the following steps:

Step 1: Choose a Location

In the program’s welcome interface, head to the left side panel and select the desired location for retrieving lost data. Tap the ‘Start’ button to proceed further.

Step 2: Location Scanning

As you click on ‘Start’, the software initiates an automatic scanning of the selected location for recovering the lost files. To recover videos, you can try the ‘Advanced Video Recovery’ feature for retrieving large-sized video files without corruption.

Recover Data from Bootable M1 T2 Mac Hard Drive Trash HDD

Step 3: Let’s Preview and Recover!

As the scanning progresses, the lost files appear sequentially on the screen. You can select the required ones to preview each and tap the ‘Recover’ button to retrieve them.

Situation 2: Recover Data from Unbootable Mac M1/T2 with Wondershare Recoverit

Recovering data from an unbootable M1/T2 Mac drive requires you to create a bootable drive. The process is easy with Recoverit.

Recover Data from Bootable M1T2 Mac Hard Drive

Requirements for Creating a Bootable Drive

A normally working system
A USB flash drive
The Thunderbolt 3 (USB-C) or Thunderbolt 3 USB cable will be connected to the new computer, as the alternate bootable media.

Download, install and launch Recoverit Mac data recovery and take the following steps:

Step 1:

Click on the ‘System Crashed Computer’ option on the main page. Insert the blank USB in the system’s USB port and hit ‘Start’.

Click on the USB name and tap ‘Start’ again. A warning message appears on the screen. Select the ‘Format’ option from here and it will show you the procedure for formatting the USB drive.

Recover Data from Bootable Wondershare

Step 2: Creating the bootable media

After the formatting, the bootable media drive will be created on Mac. During the process, do not remove the USB flash drive from your Mac computer

Step 3: Finish creating bootable media

Then Recoverit will guide you to boot your crashed Mac from a USB flash drive

Step 4: Recover data from crashed Mac

Select the file copies, followed by connecting an external drive to your unbootable Mac. Choose the hard drive as the new storage location. Click on ‘Start Copy’ for moving the files to the connected USB.

Recover Data from Bootable wondershare recoverit

Part 3: Main features of Recoverit Mac Data Recovery

Recoverit Mac Data Recovery welcomes users with a host of appealing features and functionalities. No wonder the software tops user preferences among the diversity of data recovery solutions available. The following section outlines some of the promising features of this program:

Fully compatible with Apple T2 security chip-enabled Macs.
It is an excellent solution to recover lost data files of almost any format. You can get back all your important audio, documents, emails, and favorite images, videos, and graphics.
Allows you to get back lost data due to accidental deletion, disk formatting, device corruption, system crashes, bootable issues, virus attack, emptied recycle bins, partition loss, etc.
Offers an exclusive file preview feature that allows you to check the files before recovering them.
Super easy to use, even if you don’t have any tech background. Also, the development team extends 24 x7 tech support for the user’s convenience.

Part 4: Price and Plans

The software is available for free trial and subscriptions at convenient prices. You can recover up to 100 MB of data for free.

Essential Plan: $79.99/ Year, supports unlimited data recovery for 1 Mac.
Standard Plan: $99.99/ Year, support computer crash recovery plus unlimited data recovery for 1 Mac.
Premium Plan: $139.99/ Year, supports advanced video recovery & repair, plus computer crash recovery, and unlimited data recovery for 2 Macs.

Conclusion

Data recovery programs are the need of the hour, in light of modern-day information handling requirements. Looking into the software diversity, you can choose from an extensive range of tools. When aiming to recover lost data on a Mac device, the Wondershare Recoverit Mac Data Recovery software can be preferred without a second thought.

The tool has a host of features to facilitate quick and efficient retrieval of lost data on Mac utilities. The scenario and format support of the tool is endless, and the preview capability is an added advantage. The software can recover data from bootable the Apple M1 chip.