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It’s all thanks to the package manager. And while the trusty package manager has served as a centerpiece of Linux distributions for years, it has some serious shortfalls as well.
The problems with package managersOn top of that, there isn’t just one package manager. Package managers differ from one distribution to another, meaning that instructions for Fedora won’t completely translate into instructions for Ubuntu. Switching between distributions means learning a new package manager. It also means that what works for one system may not work the same on another.
Not only can it be tough for newbies to get it all right, but it’s also a pain for software vendors to distribute their programs. Just think of it: To distribute your program, you might have to repackage it as an RPM (Fedora), Deb (Ubuntu and Debian), or a chúng tôi (Arch and Manjaro), in addition to providing the source as a tarball (tar.gz).
Many software vendors simply pick one and leave it to package maintainers to do the rest. This creates an entire class of volunteers who spend a lot of energy repackaging software for their chosen Linux distribution. That’s a lot of extra work and testing. It’s little wonder that proprietary apps that are widely available on Windows and Mac aren’t always available on Linux.
Simplifying distributionSome smart folks realized that packaging software for Linux was a nightmare. To remedy this, there are a few new formats that have been worked on over the past year to simplify this.
Portable Linux applications aren’t exactly new. Container systems like Docker are popular among enterprise app developers and server administrators, but they aren’t really designed for the desktop user like you and me. The portable desktop systems package applications with all of the stuff the apps need to run (libraries, runtimes, etc). The portable app is then offered as a single-file download, that can be run without a lengthy unpacking and installation process.
This distribution method also promises added security, since each application can be run in relative isolation from the rest of the system. That means that a misbehaving email or malicious web script would have a harder time touching any of the data on the system outside of the app’s environment, or sandbox. In some cases, the application must be granted certain permissions to function properly. If you’ve ever had an Android app prompt you for permissions to your phone’s camera or storage, the idea is very similar.
The contendersAs with anything Linux, there’s never just one solution. Several people have come up with and worked on similar solutions, which means there are now another set of competing formats. There are three formats that are trying to address this problem: AppImage, Flatpak, and Snap.
AppImage is one of the earliest solutions, and first began development back in 2004 as a project named klik. AppImage allows users to download a single file, set it as executable, and run it without any installation. A library of AppImage apps does exist at JFrog Bintray, but some of the applications are a little old. The Chromium application, for instance, is a build from August 2023.
Canonical was early to the portable application game in 2023 when it introduced snaps with Ubuntu 16.04. Snaps are billed as being more secure and easier to install. To use snaps, you have to install the snapd daemon on your system. (Ubuntu users running 16.04 or newer already have snapd as part of their base install.) Snapd is available on most major distros, so you don’t have to be an Ubuntu or Mint user to make use of them. There’s also a good selection of snaps at the Ubuntu App Explorer website. It’s worth noting that Canonical is mixing server and desktop applications in its snappy ecosystem, which creates a little overlap with solutions like Docker.
Finally, there’s flatpak. Flatpak is a format developed by Red Hat that’s intended for desktop applications, and isn’t really intended for servers. Flatpak was “released” at the same time Fedora 25 hit the web in late November of 2023, and hasn’t had the time to accumulate a library of apps like Canonical’s snaps have. There are few applications available as flatpaks, but the collection is growing.
Works in progressMaking Linux applications portable is a bit of a new process, so not everything works perfectly just yet.
Canonical’s snaps lack support for SELinux on Fedora. In addition, both flatpaks and snaps rely on the additional security provided by the Wayland and Mir display servers. (A display server is what creates the canvas that your desktop is drawn on.) Unfortunately, most Linux systems still rely on the aging X11 (or chúng tôi server. While Fedora 25 shipped with Wayland as the system default server in November, the April release of Ubuntu 16.04 still used X11 (though you can install a Unity 8/Mir preview if you like).
AppImages don’t have any sandboxing or security built in at all. Instead, the user has to manually sandbox AppImages using the firejail application.
Another thing that needs a bit of tweaking is the user interface for these formats. AppImage files must manually be set as executable. It’s not hard to do, but can be an easy sticking point if the user doesn’t know they have to set the bit, or if they simply forget.
That little blue shield is your only hint that this version of Gedit is the flatpak one.
Flatpak versions of applications are available in GNOME Software if you’re running Fedora 25 or have flatpak installed. However, the only hint that an application is a flatpak in GNOME Software is a little blue icon showing that the app is sandboxed.
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Is 2023 The Year Of The Linux Desktop?
Setting aside how often we hear the phrase “year of the Linux desktop” in reference to the coming year, you might find yourself actually wondering what could be different in 2023. In this article, I’ll explain why this is less of an issue than you might think and where I think it’s headed as we travel into the upcoming year.
The entire idea of one year or another being the year of the Linux desktop has become an insider joke among many within the FoSS community. The reason: the entire concept is deeply personal. What was a good year for the Linux desktop for one person might not have been for someone else.
For example, I’d suggest that the year that Knoppix Linux became popular was clearly the Year of the Linux desktop. For the first time, anyone who wanted to try Linux on their PC without installing it, could do so very easily. A lot of people believe the first live distros were Ubuntu in nature when it fact, Debian inspired Knoppix and later Simply Mepis were among the first.
In recent years, we’ve seen changes to the Linux desktop that have surprisingly outperformed my expectations.
Before anyone says that it’s not, consider this – you can do just about anything on the Linux desktop these days. And I’ve seen evidence that people are jumping ship from OS X and Windows in a big way.
The statement above is what I believe really makes 2023 a compelling year for the Linux desktop. Not the fact that software development is exploding for Linux users or that new technologies are making things easier. No, what’s encouraging is that we’re seeing floods of people trying out Linux for the first time.
Case in point – when Apple did their latest product release in 2023, one Linux PC vendor had their servers brought to their knees with Mac users looking for alternatives. This doesn’t even account for those folks who are done with Windows 10 or having their Windows 7/8 PCs installing Windows 10during important activities without any user intervention.
Obviously not everyone trying Linux is going to immediately switch or even make it past the Live install phase for that matter. But I believe out of every group of people trying Linux, we’re seeing a higher retention rate than in years past. My inbox exploding with new converts seems to agree with this position.
I think the biggest news is going to be package management and new distributions. In 2023, we began to experience a Linux sphere where one could run the latest software package on long term release type distros. In the past, this wasn’t practical due to various dependencies. Today, Snap packages and Flatpaks are providing users with the ability to keep their software bleeding edge without running a rolling release distro.
Speaking of rolling release distributions, I think Solus is the distribution to watch. It’s managed to strike a firm balance between being up to date with the latest offerings while also making sure updates aren’t just being flung at their users. Point being, it’s one of the most stable rolling release distros I’ve ever used. I love that their users get updates in a tidy, orderly fashion. It’s also sporting a really great desktop environment while keeping a strong focus on speed.
This, my friends, is the future of Linux distributions. It’s without question, the distribution to watch in 2023. I see a lot of refinements and polish coming with Solus in the new year.
And finally, this might leave you wondering about the state of software as we hit the new year? Is the state of software polish and availability better than in years past? The answer to this question is a bit of a mixed bag.
During the last bits of 2023, I began to really see an acceleration in desktop Linux applications receiving a fresh coat of paint. LibreOffice is going to be offering its users a new menu interface called Muffin. Kdenlive is on fire, adding new features and bug fixes at a feverish pace. OpenShot has a new “point” release available.
Last but not least, we see Steam games for Linux releasing some impressive titles that actually sucked me back into gaming. Among these titles were Deus Ex, Mad Max, XCOM 2, Dying Light, Rocket League, Ark Survival, and Tomb Raider. I’m sure there are others, but these are the titles that drew me in. Gaming in Linux has come a long way thanks in part to companies like Valve and Feral Interactive. It’s awesome to see efforts from Loki Entertainment, LGP (Linux Game Publishing), and RuneSoft too.
This isn’t to say that we’re not going seeing new applications like Rambox and games like Arma 3. But I believe that 2023 will be a year of software refinement and polish.
I believe that like any year we’ll see new features, software and distributions, but that 2023 will also be another “year of the Linux desktop.” See, each year sees one specific trend for improvement. Sometimes this means brand new stuff and other times, it’s just a year for adding polish to an otherwise great user experience.
Because Linux is a kernel, which is included with various desktop environments and software to form Linux distributions, it’s pretty difficult to pronounce one year a defining year over another. I will say, however, that the last five years have been significant for Linux as a concept.
2023 Data Management Predictions: The Year Of The Self
1. 2023 will be the year of AI and Machine Learning … again
There have been repeated predictions over the last couple of years touting a potential breakthrough in enterprise use of Artificial Intelligence and Machine Learning (ML). While there are no shortage of startups –
2. Enterprise data organization, not management, will be the new rallying cryFor over 20 years, the term data management has been viewed as a descriptor, category and function within IT. The term management represented a wide variety of technologies ranging from physical storage of the data, to handling specific types of data such as Master Data Management (MDM), as well as concepts such as data lakes, and other environments. Business teams have lost patience with the speed, and efficiency in which they are able to get their hands on reliable, relevant and actionable data. Many have invested in their own self-service data preparation, visualization and analytics tools, while others have even employed their own data scientists. The common refrain is that data first has to be made reliable, and connected with the rest of the enterprise, so that it can be trusted for use in critical business initiatives, and isolated initiatives such as MDM and Hadoop-powered data lakes have not been successful. Organizing data across any data type or source, with ongoing contribution and collaboration on limitless attributes, will be the new rallying cry for frustrated business teams as it describes a state of continuous IA (Information Augmentation) that enterprises want to achieve before they can even consider AI as a potential next step.
3. Data-driven organizations will expect to measure outcomesWhile being data-driven continuous to be vogue, companies have had surprisingly little in the way of measurable, quantifiable outcomes for their investments in technologies and tools. Certain Total Cost of Ownership (TCO) metrics such as savings realized from switching to cloud vs on-premises are obvious, but there hasn’t been an obvious and clear direct correlation between data management, BI, analytics and the upcoming wave of AI investments. What’s missing is a way of capturing a historical baseline, and comparing it to improvements in data quality, generated insights, and resulting outcomes stemming from actions taken. Much of this can be attributed to the continued disconnect between analytical environments such as data warehouses, data lakes and alike where insights are generated, and operational applications, where business execution actually takes place. Today’s Modern Data Management Platforms as a Service (PaaS) seamlessly power data-driven applications which are both analytical and operational, delivering contextual, goal-based insights and actions, which are specific and measurable, allowing outcomes to be correlated, leading to that Return on Investment (ROI): Holy Grail, and forming a foundation for machine learning to drive continuous improvement. As an added bonus, multitenant Modern Data Management PaaS in the Cloud, will also begin to provide industry comparables, so companies can finally understand how they rank relative to their peers.
4. Multi-cloud will be the new normalWith the Cloud Infrastructure as a Service (IaaS) wars heating up, players such as Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure continue to attempt to outdo each other on all vectors including capabilities, price, and service. With fears of
5. Companies will execute offensive data-driven strategies, and should expect to get defence for freeEffective May 25, 2023, the European General Data Protection Regulation (GDPR) will force organizations to meet a standard of managing data that many won’t be able to fulfil. They must evaluate how they’re collecting, storing, updating, and purging customer data across all functional areas and operational applications, to support “the right to be forgotten.” And they must make sure they continue to have valid consent to engage with the customer and capture their data.
There have been repeated predictions over the last couple of years touting a potential breakthrough in enterprise use of Artificial Intelligence and Machine Learning (ML). While there are no shortage of startups – CBInsights published an AI 100 selected from over 2000+ startups – the reality is that most enterprises are yet to see quantifiable benefits from their investments, and the hype has been rightly labelled as overblown. In fact, many are still reluctant to even start, with a combination of scepticism, lack of expertise, and most of all lack of confidence in the reliability of their datasets. In fact, while the headlines will be mostly about AI, most enterprises will need to first focus on IA (Information Augmentation): getting their data organized in a manner that ensures it can be reconciled, refined and related, to uncover relevant insights that support efficient business execution across all departments, while addressing the burden of regulatory chúng tôi over 20 years, the term data management has been viewed as a descriptor, category and function within IT. The term management represented a wide variety of technologies ranging from physical storage of the data, to handling specific types of data such as Master Data Management (MDM), as well as concepts such as data lakes, and other environments. Business teams have lost patience with the speed, and efficiency in which they are able to get their hands on reliable, relevant and actionable data. Many have invested in their own self-service data preparation, visualization and analytics tools, while others have even employed their own data scientists. The common refrain is that data first has to be made reliable, and connected with the rest of the enterprise, so that it can be trusted for use in critical business initiatives, and isolated initiatives such as MDM and Hadoop-powered data lakes have not been successful. Organizing data across any data type or source, with ongoing contribution and collaboration on limitless attributes, will be the new rallying cry for frustrated business teams as it describes a state of continuous IA (Information Augmentation) that enterprises want to achieve before they can even consider AI as a potential next step.While being data-driven continuous to be vogue, companies have had surprisingly little in the way of measurable, quantifiable outcomes for their investments in technologies and tools. Certain Total Cost of Ownership (TCO) metrics such as savings realized from switching to cloud vs on-premises are obvious, but there hasn’t been an obvious and clear direct correlation between data management, BI, analytics and the upcoming wave of AI investments. What’s missing is a way of capturing a historical baseline, and comparing it to improvements in data quality, generated insights, and resulting outcomes stemming from actions taken. Much of this can be attributed to the continued disconnect between analytical environments such as data warehouses, data lakes and alike where insights are generated, and operational applications, where business execution actually takes place. Today’s Modern Data Management Platforms as a Service (PaaS) seamlessly power data-driven applications which are both analytical and operational, delivering contextual, goal-based insights and actions, which are specific and measurable, allowing outcomes to be correlated, leading to that Return on Investment (ROI): Holy Grail, and forming a foundation for machine learning to drive continuous improvement. As an added bonus, multitenant Modern Data Management PaaS in the Cloud, will also begin to provide industry comparables, so companies can finally understand how they rank relative to their chúng tôi the Cloud Infrastructure as a Service (IaaS) wars heating up, players such as Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure continue to attempt to outdo each other on all vectors including capabilities, price, and service. With fears of being “Amazoned,” some retailers have even adopted a non-AWS Cloud policy. For most, however, it’s about efficiency and cost. Multi-cloud means choice and the opportunity to leverage the best technology for the business challenges they face. Unfortunately, multi-cloud is not realistic for all, only the largest corporations who have the IT teams and expertise to research and test out the latest and greatest from multiple providers. Even those mega-corporations are finding that they have to stick to a single IaaS Cloud partner to focus their efforts. Today’s Modern Data Management PaaS are naturally multi-cloud, seamlessly keeping up with the best components and services that solve business problems. Acting as technology portfolio managers for large and small companies who want to focus on nimble and agile business execution, these platforms are democratizing the notion of multi-cloud for everyone’s benefit.Effective May 25, 2023, the European General Data Protection Regulation (GDPR) will force organizations to meet a standard of managing data that many won’t be able to fulfil. They must evaluate how they’re collecting, storing, updating, and purging customer data across all functional areas and operational applications, to support “the right to be forgotten.” And they must make sure they continue to have valid consent to engage with the customer and capture their data. Meeting regulations such as GDPR often comes at a high price of doing business not just for European companies, but multinational corporations in an increasingly global landscape. Companies seeking quick fixes often end up licensing specialized technology to meet such regulations, while others resign themselves to paying fines that may be levied, as they determine that the cost to fix their data outweighs the penalties that might be incurred. With security and data breaches also making high-profile headlines in 2023, it’s become an increasingly tough environment in which to do business, as the very data that companies have collected in the hopes of executing offensive data-driven strategies , weighs on them heavily, crushing their ability to be agile. As previously outlined, organizing data for the benefit of machine learning, or other initiatives results in clean, reliable data that is connected and forms a trusted foundation. A natural by-product is a defensive data strategy, with the ability to meet regulations such as GDPR, and to ensure compliant, secure access by all parties to sensitive data. This is an amazing two-fer from which regulatory teams and CDOs can both benefit. Whatever the industry or business need, organizing data in 2023 should be a top priority for companies big and small.
Datamation Announces Product Of The Year Winners
Top honors go to companies across key areas of IT infrastructure, from Enterprise Linux to Wireless Software to Network and Systems Management.
In some categories, like Anti-Spam Software and Enterprise Server, voting was close. The winner won by just a handful of votes. In others, like Enterprise Security and Wireless Software, the award was garnered by a hefty margin.
Some of the categories were won by household names like Dell and Google. Other awards were won by smaller firms, such as Optier and AdRem Software. But whether big or small, congratulations go to the winners. Datamation readers comprise a wide array of IT professionals, so earning the respect of this demanding group is indeed an achievement.
Over the next couple weeks Datamation will be running profiles of the winning products. Stay tuned.
And now – drum roll please – the winners are…
Business/IT Alignment
Taking top honors in Business/IT Alignment – a trendy category with plenty of buzz – is CoreFirst by Optier. Optier, which specializes in transaction workload management, designed CoreFirst to enable data extraction from the IT infrastructure with greater granularity, allowing enhanced analysis of business systems.
The other nominees in Business/IT Alignment were SAP/Microsoft’s Duet, Oracle’s Business Intelligence Suite, and SAS’s Model Manager.
Enterprise Email
Winning in the Enterprise Email category is a small start-up called Google – earning this award should help them begin to build brand awareness. Kidding aside, the company’s Google Apps for Your Domain won by a wide margin over IBM’s Lotus Notes on Linux, Novell’s Evolution, Scalix made by the company of the same name, and ColdSpark’s SparkEngine Mail Transport System.
Google Apps for Your Domain, in addition to offering private label email, also offers IM, calendar-scheduling features, and Web design tools. Oh, and it’s free (at this point). That probably helps its popularity, wouldn’t you think?
Handheld Device
In the Handheld Device category, Datamation readers voted Research In Motion’s BlackBerry Pearl their favorite. The Pearl includes a 1.3-megapixel camera, music and video player, expandable memory and – who needs GPS? – a mapping application.
Although RIM’s handheld won the category handily (no pun intended), the voting was relatively close for the other entrants: Sony Ericsson’s P990i, Cingular’s 8525, and T-Mobile’s SDA.
Enterprise Security
Garnering the most votes in the Enterprise Security category was RSA Security’s SecurID Appliance, a scalable authentication solution that allows companies to establish the identity of users accessing critical business information. RSA claims it can be deployed in as few as 15 minutes, enabling two-factor authentication.
The runner-ups were Steganos’s Secure VPN, AirMagnet’s AirMagnet Enterprise, Vontu’s Vontu, and ArcSight’s Network Configuration Manager.
Anti-Spam Software
Mozilla’s Firefox just barely topped Norton Internet Security 2007 to win in the Anti-Spam slot. The upgraded Firefox browser – which has a loyal cult following – has built-in phishing protection, which is turned on by default. It checks sites against either a local or online list of known phishing sites, which is automatically updated.
The other entrants in this popular category were Vanquish’s vqME, Bullguard’s Internet Security, and the Apache SpamAssassin Project’s SpamAssassin.
Enterprise Linux
Winning top honors in the coveted Enterprise Linux category is BakBone Software’s NetVault Backup Version. NetVault’s Backup offers comprehensive backup and recovery software for mid-sized companies, distributed enterprises and corporate data centers with heterogeneous environments.
OpenSUSE, and XenSource’s XenEnterprise.
Enterprise Server
The voting in the Enterprise Server category was close, but when the final tally was in, Dell’s PowerEdge 1900 won. This ninth generation release of the PowerEdge touts Quad-Core Intel Xeon processors. It’s also designed with enhanced virtualization specs to better host the virtualization offerings of Microsoft, VMware and XenSource.
The runner-ups were the usual suspects: IBM’s System z9 Business Class, and its System p5 550Q, and HP’s ProLiant Blade Workstation, and its xw4400 Workstation.
Network and Systems Management
Topping the Network and Systems Management category is AdRem Software’s NetCrunch. This network monitoring software visualizes and reports on TCP/IP networks, and can control systems running Windows, Linux, Unix, Netware, or any device that supports SNMP.
NetCrunch was the clear winner in this slot, besting AlterPoint’s DeviceAuthority, CITTIO’s Watchtower, Emulex’s VMPilot, and Cassatt’s Collage.
Compliance Software
With the headaches of Sarbannes-Oxley, compliance software plays a critical role for many enterprises. The winner: Splunk, developed by Splunk, Inc. Billed as “the search engine for IT,” Splunk indexes and manages data logs, and this newest version offers a Web-based interface for configuring data and server inputs.
The other nominees were Scentric’s Destiny R2, Mathon Systems’ Integral, CMO Handheld Software’s Easy Audit, and Abrevity’s FileData Manager.
Wireless Software
Dominating the Wireless Software category was Research in Motion’s BlackBerry Enterprise Server, which makes it easier to manage large Blackberry deployments. This upgraded version offers a visual development tool for coding Web services apps.
The other entrants were Sybase’s RFID Enterprise, Credant’s Mobile Guardian Enterprise Edition, and Ekahau’s Site Survey.
Placement Alert: Top Data Analytics Jobs Of The Year 2023 In India
Analytics Insight has selected the top Data Analytics jobs available in India for 2023.
The pandemic forcing everyone to work from home has not been able to hamper the data analyst’s job as it is highly connected with technology. Moreover, the gigantic rise of death and number of people affected by coronavirus has demanded
Data Analyst at BARC INDIABroadcast Audience Research Council (BARC) India is a joint-industry body founded by bodies that represent Broadcasters (IBF), Advertisers (ISA), and Advertising & Media Agencies (AAAI). It is also the world’s largest television measurement science industry-body. It uses Audio Watermarking Roles and responsibilities The person assigned with this job will have to prepare insights about upcoming trends and share them with management to help decision-making. He will drive automation to improve internal efficiencies. Self-enablement of end-user is required through compact and visualization of data and collaboration with the cross-functional teams has to done to drive quality projects. The applicator should have at least 2 to 4 Years of Experience. Skills He should have R /Python skills and be an expert in the MS office. He should also have a better understanding of Business Processes. Apply
Data Engineer Job at ImpetusImpetus is focused on creating big business impact through big data solutions for Fortune 1000 enterprises. The company offers a unique mix of software products, consulting services, data science capabilities, and technology expertise. Required skills The applicator should have strong programming experience with Python OR Pyspark. One must have experience working with Relevant Experience The applicator should have 2-8 years of experience. Apply
Data Scientist Job at JioReliance Jio Infocomm Limited, doing business as Jio, is an Indian telecommunications company and a subsidiary of Role The company is looking for a self-driven Lead Data Scientist with a “Can-Do” and “Can-Share” attitude to accelerate solving the complex problems at the scale of India. Jio Big Data Lake is the central data hub inside Jio. This role will give a person the opportunity to work across a wide variety of technology domains. Responsibilities Skills required The applicator should have experience in NLP, Machine Learning, Deep learning, AI, Python, SQL/NoSQL Databases, Distributed Systems, and Cloud Native Micro Services. Qualifications The applicator must have 6 to 9 years of experience required in the Data Science field with a very good academic background. Work location Navi Mumbai, Bangalore, Hyderabad Apply
Business Intelligence Analyst at CognizantCognizant (Nasdaq-100: CTSH) is one of the world’s leading professional services companies, transforming clients’ business, operating, and technology models for the digital era. Its unique industry-based, consultative approach helps clients envision, build and run more innovative and efficient businesses. Headquartered in the U.S., Cognizant is ranked 194 on the Fortune 500 and is consistently listed among the most admired companies in the world. Business Skills The business intelligence analyst should have an understanding of trade life cycle events and front office to back-office system flows and should know about other financial data such as Balance Sheet, Risk-Weighted Assets, P&L, etc. One should possess working knowledge of data analysis, management, and governance concepts and tools. One must understand the contemporary requirement’s elicitation, analysis, specifications, verification, and management practices and have the ability to apply them in practice. One should have a familiarity with requirements engineering books and resources. Technical Skills The applicator should have proficiency with Excel, MS Word, MS Visio, and PowerPoint. He should possess basic SQL skills with the ability to extract and analyze large volumes of data using Oracle or Sybase databases. One should have experience in creating interface specification documents, attribute mapping documents, functional specifications. He must have experience of using JIRA, ALM Quality Centre (or equivalent tools). One should be familiar with creating Gliffy Diagram and Balsamiq Wireframes. Apply
Quantitative Analyst at BarclaysBarclays is a British universal bank. It is diversified by business, by different types of customers and clients, and by geography. With over 325 years of history and expertise in banking, Barclays operates in over 40 countries and employs approximately 83,500 people. Barclays moves, lends, invests, and protects money for customers and clients worldwide. Location Noida Responsibilities The applicator would have to provide development and implementation support to key treasury models, including driver-based models for projecting Barclay’s balance sheet. One would have to implement and design statistical projection model code within an IT infrastructure related to CCAR, IRRBB, and IFRS9 regulatory requirements and Treasury functions. One must handle the maintenance and design of the QA Asset & Liability Management quantitative library, ensuring an efficiently organized library and adherence to coding standards, regression testing, and continuous integration. This library supports quantification of Barclays funding and capital plans, forward-looking impairments, and pricing of liquidity and funding risk associated with the bank’s asset/liability profile. One should develop a statistical modeling library to support the quick and efficient determination of statistical models used in Barclays Treasury. Relevant Skills The applicator should have experience in delivering Python-based quantitative finance models. One must know about the statistical model development and implementation. One should have knowledge of relevant regulatory guidelines for CCAR, IFRS9, and IRRBB.
Amazon Black Friday Deals: The Biggest Discounts Of The Year
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Because the Amazon Black Friday 2023 deals are so numerous and spread out, we’re keeping a close eye on the best possible purchases. Some recommendations stem from super-low prices, while others are simply solid discounts on proven products that don’t typically go on sale.
Here are some of the current standouts, but be sure to check back regularly to see what’s new:
There are already a lot of great deals on this list, but this is the cheapest we have seen the latest AirPods pro all season. It’s nearly $100 off the retail price and makes the Pro model cheaper than the new standard model.
We’re said it before and we’ll say it again: The iPad Pro’s screen will spoil you. So maybe it’s time you spoiled yourself and got one. With its blazing-fast M1 chip, mini LED screen, and an extremely deep well of apps to pull from, the iPad Pro can be a portable workstation for artists and content creators, a productivity portal for students to executives, or just a joy to behold for movie lovers, gamers, voracious readers, etc. … and all for $100-$150 less at the moment, depending on model.
Amazon is always eager to discount its own hardware, especially when it encourages you to buy movies, TV shows, and other media directly from its own apps. As a result, the 4K Fire TV Stick is just $25 right now. Despite its low price, the hardware actually has some fairly impressive specs, including HDR support and UHD streaming for all the popular apps you’d expect. For this price, you could keep one in your suitcase or travel bag so you can stream your own content at a hotel rather than watching on your laptop or flipping through the in-room cable looking for reruns of Everybody Loves Raymond.
If you’re not looking to jump onto the AirPods train and you want a very solid pair of high-end wireless earbuds, the Jabra Elite 85T fits the bill. They offer active noise-canceling, like the AirPods Pro and the Jabras let you take control over their sound profile so you can tweak it to your own listening habits or audio preferences. This is a steep discount on one of the best pairs of wireless earbuds around.
You love your family, but that doesn’t mean you don’t need a break from them sometimes. Slip on these Bluetooth headphones, packed with industry-leading noise-cancellation technology, and it’s like you’re alone again, even if it’s just for a few songs. Or gift them to someone that’s got a long way to travel to get back home. A little peace and quiet is the gift that keeps on giving.
Bend down to check the turkey … put the presents under the tree with care … clean up after the nieces, nephews, and furry family members. There are a ton of reasons your muscles may be sore around the holidays and a percussion massager can be the relief you need. These top-tier therapy devices also make great gifts for athletes, folks who work on their feet all day, hunched and crunched desk workers—basically everybody with repetitive stress in their lives.
If you’re an audiophile or a Dolby Atmos fanatic looking for a multidimensional experience that doesn’t require trying to rearrange your actual space, the Sennheiser AMBEO Soundbar is the best all-in-one soundbar, bar none. It’s hefty—both in size and cost—but it’s got the key features to make it your primary speaker for years to come.
Amazon 2023 Black Friday dealsWe’ll keep this list updated as Amazon updates its deals all the way through Cyber Monday.
Big discounts on Amazon devicesAmazon typically offers serious price drops on its own devices.
Fire HD 8 Plus tablet Echo Buds bundle – Now $125 (was $230)
All-new Echo Show 8 (2nd Gen) – Now $130 (was $90)
Blink Video Doorbell + 2 Outdoor camera system with Sync Module 2 – Now $135 (was $215)
All-new Fire HD 10 tablet – Now $75 (was $150)
Echo Auto – Now $15 (was $50)
The best early Amazon Black Friday TV dealsVIZIO 75-Inch M-Series 4K UHD Quantum LED HDR Smart TV $998 (Was $1,299)
Amazon Fire TV 50-inch 4K UHD smart TV $329 (Was $469)
Hisense 50-inch 4K QLED TV $399 (Was $499)
Sony A80J 65-inch OLED 4K TV $1,798 (Was $2,198)
SAMSUNG 50-Inch Class Frame Series – 4K Quantum HDR Smart TV with Alexa Built-in $898 (Was $1,300)
Sony X90J 75-inch 4K HDR TV $1,598 (Was $2,559)
LG Nanocell 55-inch 4K TV with Alexa $596
XGIMI Mogo Pro Portable Projector $499 (Was $659)
Hisense ULED 4K QLED TV $849 (Was $1,249)
TCL 40-inch 1080p Smart LED Roku TV $230 (Was $350)
The best early Amazon Black Friday kitchen dealsCuisinart MCP-12N Multiclad Pro Stainless Steel 12-Piece Cookware Set $249.95 (Was $670)
Anova Culinary Sous Vide Precision Cooker Nano $99 (Was $129)
Instant Pot Duo Crisp 11-in-1 Electric Pressure Cooker $129 (Was $149)
Breville Smart Oven Air Fryer Pro $399 (Was $499)
Keurig K-Mini Coffee Maker $50 (Was $80)
Calphalon Simply Pots and Pans Set $130 (Was $250)
Vitamix White 5200 Blender $400 (Was $450)
The best early Amazon Black Friday computer dealsLenovo Chromebook Flex 3 11-inch Laptop $159 (Was $319)
AMD Ryzen 9 5900-X CPU $484 (Was $569)
Seagate IronWolf 4TB NAS internal hard drive $89 (Was $111)
Belkin BoostCharge 10W wireless charging pad $15 (Was $30)
Logitech G502 Hero gaming mouse $39 (Was $45)
WD 12TB Elements Desktop Hard Drive HDD – Now $198 (was $310)
Up to 30 Percent off Memory Products from Sandisk, Lexar & More
The best early Amazon Black Friday video game dealsDeathloop (PS5 or PC) $25-$29.99 (Was $59.99)
Demon’s Souls (2023) (PS5) $39.82 (Was $69.99)
The Legend of Zelda: Link’s Awakening (2023) (Nintendo Switch) $39.99 (Was $59.99)
Fire Emblem: Three Houses (Nintendo Switch) $35 (Was $59.99)
The best Amazon Black Friday gaming gear dealsRazer Blade 15 Advanced Gaming Laptop 2023: Intel Core i7 $1,799 (Was $3,299)
Samsung 32-inch 4K, 60 Hz monitor $289 (Was $399)
NERF Elite 2.0 Phoenix CS-6 Motorized Blaster $14 (Was $27)
Razer Kishi Mobile Game Controller for Android $44.99 (Was $79.99)
Razer Kishi mobile game controller for iOS $59.99 (Was $99.99)
LEGO BrickHeadz Star Wars The Mandalorian & The Child $11 (Was $19)
The best Amazon Black Friday streaming device dealsRoku Ultra streaming device $85 (Was $99)
Fire TV Stick with Alexa Voice Remote $20 (Was $40)
The best Amazon Black Friday hard drive dealsWD 12 TB elements desktop hard drive $197 (Was $309)
Crucial X8 2 TB Portable SSD $189 (Was $279)
WD 5 TB My Passport Portable external hard drive $99 (Was $149)
The best Amazon Black Friday smart home dealsGoogle Nest Thermostat $99 (Was $129)
Honeywell Home Wi-Fi Smart Color Thermostat $85 (Was $149)
eufy by Anker, RoboVac X8 Hybrid, Robot Vacuum and Mop Cleaner – Now $450 (was $650)
eufy by Anker, RoboVac G30 – Now $170 (was $320)
The best Amazon Black Friday electronics dealsTP-Link Deco Mesh WiFi System (Deco S4) $109 (Was $149)
DJI FPV combo drone package $999
Amazon eero 6 dual-band mesh Wi-Fi 6 router $77 (Was $129)
Amazon eero 6 dual-band mesh Wi-Fi 6 system $167 (Was $279)
TP-Link Deco WiFi 6 Mesh System (Deco X20) $229 (Was $269)
Samsung EVO Select 512 GB microSDXC memory card $54 (Was $69)
Cricut Explore Air 2 $169 (Was $249)
WD 18 TB Elements Desktop Hard Drive $339 (Was $529)
Amazon Basics 256GB microSDXC Memory Card $28.50 (Was $38)
Logitech Brio 4K Webcam $150 (Was $200)
The best Amazon Black Friday tool and home dealsCraftsman V20 Cordless drill/drive kit $59 (Was $87)
Hoover Dual Spin Pet Plus Carpet Cleaner $149 (Was $239)
Levoit Core 300S Air Purifier $103 (was $150)
KOHLER Moxie Bluetooth Showerhead $99 (Was $199)
eufy by Anker BoostIQ RoboVac 11S (Slim) $138 (Was $229)
Energizer MAX AA Batteries & AAA Batteries Combo Pack $28 (Was $33)
iRobot Roomba 692 Robot Vacuum $199 (Was $299)
Dewalt 20V Max XR Oscillating Tool Kit $99 (Was $179)
Philips Sonicare DiamondClean Smart 9750 Rechargeable Electric Power Toothbrush – Now $199 (was $300)
Philips Sonicare ProtectiveClean 6500 Rechargeable Electric Power Toothbrush – Now $90 (was $148)
The best Amazon Black Friday kitchen dealsKeurig K-Mini Coffee Maker $49 (Was $79)
Instant Pot Duo Plus 6 Quart pressure cooker $59 (Was $119)
AeroGarden Harvest Elite $109 (Was $179)
Allwei portable power station $191 (Was $299)
Shark AV911S EZ Robot Vacuum $300 (Was $500)
CGK Queen Size Sheet Set $25.50 (Was $40)
Dash Tasti-Crisp™ Digital Air Fryer – Now $50 (was $80)
Frigidaire EFIC189-Silver Compact Ice Maker $98 (was $130)
Calphalon BVCLECMPBM1 Temp iQ Espresso Machine with Grinder and Steam Wand $420 (was $600)
Calphalon Activesense Blender with Blend-N-Go Cup $118 (was $220)
Calphalon 14-Cup Programmable Coffee Maker $70 (was $130)
The best Amazon Black Friday headphone dealsApple AirPods Max $429 (Was $549)
Jabra Elite 85h Wireless Noise-Canceling Headphones $149 (Was $249)
Sony WH-1000XM4 Wireless Noise Canceling Headphones $248 (Was $348)
JBL Tune 125TWS in-ear headphones $49 (Was $99)
JBL Tune 660NC on-ear headphones with active noise cancellation $49 (Was $99)
Skullcandy Hesh Evo Wireless Over-Ear headphones $79 (Was $99)
Sennheiser Momentum True Wireless 2 $199 (Was $299)
Echo Buds (2nd Gen) $70 (Was $120)
The best Amazon Black Friday personal care dealsREVLON One-Step Hair Dryer And Volumizer Hot Air Brush $35 (Was $60)
Braun Series 5 5020cs Electric Razor for Men Foil Shaver with Beard Trimmer $60 (Was $80)
Oral-B Pro 1000 CrossAction Electric Toothbrush $29.97 (Was $49.94)
The best Amazon Black Friday tablet dealsFire HD 8 Plus tablet $55 (Was $110)
Kindle $49.99 (Was $89.99)
The best Amazon Black Friday camera dealsCanon EOS R with 24-105mm kit lens $1,899 (Was $2,099)
NIKON NIKKOR Z 35mm f/1.8 S Wide Angle Fast Prime Lens $697 (Was $850)
Instax Mini 11 2023 Bundle Blue $70 (Was $80)
The best Amazon Black Friday smartwatch dealsGarmin Venu Sq GPS Smartwatch $129 (Was $199)
Garmin Fenix 6S smartwatch $349 (Was $549)
Amazfit Band 5 Fitness Tracker $29 (Was $39)
Garmin Instinct with GPS $169 ($299)
Garmin Venu smartwatch $219 (Was $349)
Fitbit Sense Advanced Smartwatch $200 (Was $300)
FAQs Q: When is Black Friday 2023?Black Friday 2023 is on Nov. 26. That said, the actual date isn’t nearly as important as it used to be. Black Friday is now more of a month-long deal and sale party, so keep an eye out for discounts coming from every direction from the moment Halloween ends until the bitter end of Cyber Monday.
Q: What is Black Friday?Black Friday’s historical meaning traces back roughly half a century when it referred to a day full of heavy traffic and also the day in which businesses in the US started turning a profit for the year. It refers to the Friday after Thanksgiving. Most of that is irrelevant now, though, and Black Friday has become shorthand for the shopping frenzy that happens between the end of October and the beginning of December.
Find more of the best Black Friday 2023 deals at Walmart, Target, and many more retailers!
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