Company: Civis Analytics Job Title: Civis Team Short Bio: Civis provide consumer analytics solutions and software built for a data-driven world. With a powerful combination of best-in-class data, cutting-edge science, and an interdisciplinary team of data scientists, engineers, and survey science experts, Civis partners with businesses and organizations across the country to help them gain a. Oct 15, 2015 It depends which you have more of - money or sense. The Mac is stuck in the nineties. It uses the old NeXT operating system which has fallen behind Windows. The darn things don't even have a touch screen. And if you look at the latest launch, you.
Laptops for Data Science and Data Analysis
As a data scientist, you have to deal with lots of data, collecting, analysing and interpreting it, in a way which is beneficial to a business the most. When handling such large amounts, you also need a laptop which works as efficiently as you, making the work smoother for you. Statistical analysis needs plenty of computation power be it a laptop or PC.
A laptop with high-end specifications is all that you require so that you can focus on your work more and are not caught up in fixing issues every now and then.
The data analysis software’s such as the IBM SPSS Statistics Software or the Statistix require a minimum of 4GB RAM for a smooth operation over moderate amount of data. The greater the size of the data you handle, the better hardware you need. A good laptop with proper high-end hardware helps you to deal with greater data, without hanging.
Here is a list of highly sophisticated laptops with great configurations you can refer to for a best pick:
1. Dell i5577-5335BLK-PUS Inspiron 15' Full HD Gaming Laptop - 7th Gen Intel Core i5
Helping you to keep the record of data at a really fast pace, with almost no complaints of hanging; this Dell laptop is the best pick for the data scientists. With great specifications and even better price, this graphically superior laptop is surely a bargain!
Features
- 7th Generation Intel Core i5-7300HQ Quad-Core (6MB Cache, up to 3.5 GHz)
- 8GB 2400MHz DDR4 up to 32GB
- 256GB Solid State Drive, No Optical Drive option
- 15.6-inch FHD (1920 x 1080)
- Anti-Glare LED-Backlit Display
- Windows 10 Home 64-bit English
- Dedicated 4GB Graphic Card- NVIDIA GeForce GTX 1050
- Superior sound quality with the Wave MaxxAudio
Reviews
The 7th Generation Intel Core i5-7300HQ Quad-Core makes it the one of the fastest laptops you can get your hands on. With no extra bloatware, the system refreshes at a very fast rate, and hence makes it perfect pick for heavy duty work. The anti-glare TN screen is easy to eyes and allows long hours of strain-free work. The NVIDIA GeForce GTX 1050 graphics card is really strong and can handle high-end games too, without freezing.
The red Anti-Glare LED-Backlit Display keyboard adds on to the sleek look of the laptop, making it easy to work on even at nights. The thermal design helps the laptop to stay cool even under high-end task and can rarely be heard.
The boot time is amazing 5 seconds, even with a number of programs booting at the start altogether. It a good pick for the ones who deal in data; easy on the eyes, smooth keyboard, and excellent performance!
2. Apple 15' MacBook Pro, Retina, Touch Bar, 2.9GHz Intel Core i7 Quad Core, MPTT2LL/A
Known for its sleek design and great performance, Apple MacBook Pro takes the performance and portability to an all new level. The amazingly fast performance of this laptop makes it a great choice for the professional jobs like 3D modelling and is great for software like IBM SPSS, for trouble-free functioning of data scientists! The data security with Apple is, of course, the highest! So, if you work with data that needs to be safe, this one is a fine buy.
Features
- 2.9GHz quad-core Intel Core i7 processor with Turbo Boost up to 3.9GHz
- 16GB 2133MHz LPDDR3 memory
- 512GB SSD storage
- Radeon Pro 560 with 4GB memory
- Touch Bar and Touch ID
Reviews
With a rather beautiful display, the clarity and brightness of the screen makes it perfect to work on for long hours. The trackpad is also great! It is enormous, and very responsive, making it easy to navigate through your work files. The battery life too is amazing. There is nothing that Apple has not taken care of to provide you with a superior working experience.
The Touch Bar is also a great addition for the ones who like quirky stuff, especially for the ones who use Safari. It adds on to the aesthetics of the laptop and also allows you to get access of some rather quick buttons, and also acts as the function key bar. A little heating issue on the underside of the laptop can be faced when using it on lap for longer hours, else, it is all good performance wise!
The improved 2.9GHz quad-core Intel Core i7 processor with Turbo Boost up to 3.9GHz for better speed and Radeon Pro 560 with 4GB memory graphics makes it faster and also a great choice for anyone looking forward to get hands on sophistication and speed altogether!
3. Lenovo Ideapad Y700 17 Laptop - Core i7-6700HQ
Lenovo is known for its superior performance, and this laptop is a proof! For your every high-end task, including 3D rendering, this laptop is worth every penny spent. It is easy to pocket and is loaded with every feature to offer you high-class performance.
Lenovo Ideapad Y700 17 Laptop
Features
- 6th Generation Intel Core i7-6700HQ Processor (2.60GHz 1600MHz 6MB)
- 17.3' FHD IPS Anti-Glare with integrated camera (1920x1080)
- 16.0GB PC4-17000 DDR4 2133 MHz
- 512GB Solid State Drive / Windows 10 Home 64
- NVIDIA GeForce GTX 960M 4GB Graphics Card
Review
It is all praises, except for the fact that it is a little bulky, this Lenovo laptop is surely a great buy. Offering you a promising performance at an affordable price, it is a steal deal for anyone looking for hassle-free working.
The red backlit keyboard is very smooth for long hours of typing, making it easy to use in dark too. The NVIDIA GeForce GTX 960M 4GB Graphics Card gives you a superior user experience and the Intel Core i7-6700HQ Processor, 6th Generation, gives it a faster edge. This laptop is an overall hit and a great deal!
4. ASUS VivoBook Thin and Light Gaming Laptop, 15.6' Full HD, Intel Core i7-7700HQ - M580VD-EB76
This stylish and lightweight laptop is jampacked with all great features to makes it perfect for high-end tasks. The sleek design is an additional hit to the otherwise overall great congestion free experience.
Features
- Powerful 7th Generation Intel Core i7-7700HQ quad-core 2.8GHz (Turbo up to 3.8GHz)
- Standard voltage for full performance
- 15.6' Full HD colour rich, anti-glare display
- NVIDIA GeForce GTX 1050 4GB graphics
- 15' wide and 0.8' ultra-thin chassis for a portable & slim footprint
- Illuminated keyboard
- Harman/Kardon certified audio
- Dual-fan thermal design
- Lightning-fast dual-band 802.11ac Wi-Fi
- 16GB DDR4 RAM and 256GB M.2 SATA3 SSD + 1TB HDD
- Windows 10
- Comprehensive connections with USB 3.1 Type-C (Gen1), USB 3.1 Type-A, USB 2.0, & HDMI
Reviews:
The Powerful 7th Generation Intel Core i7-7700HQ quad-core 2.8GHz makes the booting speed of the laptop very impressive. The keyboard has no flex, and typing feels great. The backlighting is bright, and comes it three brightness toggles, allowing you to set is as per your need. This laptop also allows you to upgrade its internals, as per your requirements, including the screen.
The high PPI of the screen makes it great for some really amazing gaming experience. It is very bright, and does not gives you any reflective issues, both indoors and outdoors. The best part is that it does not heat really fast owing to its Dual-fan thermal design, and the fan noise is not too loud either. The laptop comes with extra air intakes on the bottom, helping with the thermals, for an even better experience. The Harman/Kardon certified audio offers you great sound quality.
Overall, this thin and light gaming laptop makes it perfect for the high-end tasks, and for a smooth user experience.
5. Dell XPS9560-7001SLV-PUS 15.6' Ultra-Thin and Light Laptop with 4K touchscreen display, 7th Gen Core i7 (up to 3.8 GHz), 16GB, 512GB SSD, Nvidia Gaming GPU GTX 1050, Aluminum Chassis
Say hi to the world’s only 15.6” InfinityEdge display! Dell brings to you the luxury of infinity display in an ultra slim design. This laptop is a great choice for the ones who love sleek and sophisticated designs and want a hand at great performance too.
Dell XPS9560-7001SLV-PUS 15.6' Gaming Laptop
Features
- 7th Generation Intel Core i7-7700HQ Quad Core Processor (6M Cache, up to 3.8 GHz)
- 16 GB DDR4-2400MHz up to 32GB
- 512GB PCIe Solid State Drive
- 15.6-inch 4K Ultra HD (3840 x 2160) InfinityEdge touch display
- Windows 10 Home 64bit
Review
No borders to the 15.6” InfinityEdge touch display screen make it really big, and its high resolution makes it a visual treat! The touchscreen is smooth and hence is great to work on. It has a great balance of CPU speed and GPU speed, making it smooth for editing and renderings. It is an overall a golden buy for the people dealing in with data. It definitely has some great specifications at an amazingly affordable price!
6. Lenovo 320 Business Laptop PC 15.6' FHD (1920x1080) Display Intel i7-7500U 2.7GHz Processor
Lenovo has always been a trademark of quality, and so is this laptop. If you want a really smooth and fast working experience, this laptop is for you!
Features:
- 15.6-inch Anti-glare FHD resolution 1920x1080 Widescreen Display
- NVIDIA GeForce 940MX with 2GB GDDR5 Video Memory
- Dolby Audio Dual Speaker
- Powered by 7th Generation Intel Core i7-7500U 2.7GHz (4M Cache, Up to 3.5GHz)
- Smart dual-core
- Four-way processing performance for HD-quality computing
- DVD±R/RW
- 12GB DDR4 2133MHz system memory (4GB+8GB)
- 256GB Solid State Drive
- 802.11ac Wireless LAN
- Bluetooth 4.1, 2 x USB 3.0 Type-A,1 x USB 3.0 Type-C, 1 x Headphone/Microphone Combo Jack, 4-in-1 (SD, SDHC, SDXC, MMC) Media Card Reader, 1x HDMI
- Windows 10 Home 64-Bit
Review:
This Lenovo laptop is definitely worth the money. With 7th Generation Intel Core i7-7500U 2.7GHz, it gives a blazing fast booting experience and hi-speed loading of apps, making it fit to compete any high performing laptops. This laptop is very smooth to work on, and is really very user-friendly, with some great NVIDIA GeForce 940MX graphics, of course! The laptop comes with some a great battery life and is a treat to work on it. The only thing that this laptop lacks is a backlit keyboard, so yes, goodbye to working in dark! Overall, this is the crème de la crème of laptops for anybody who is not much into gaming.
7. Acer Aspire R 15 2-in-1 Laptop, 15.6' Full HD Touch, 7th Gen Intel Core i7, GeForce 940MX, 12GB DDR4, 256GB SSD, R5-571TG-7229
Experience the luxury of working with this 360-degree laptop. Work the way you want to! The excellent performance of the laptop makes it a great pick for anybody who is looking for an in-budget laptop. This sure is a fast and friendly laptop!
Acer Aspire R15 2-in-1 Laptop
Features:
- 7th Generation Intel Core i7-7500U Processor (Up to 3.5GHz)
- 15.6' Full HD (1920 x 1080) Multi-touch widescreen LED-backlit IPS display
- NVIDIA GeForce 940MX with 2GB of dedicated GDDR5 VRAM
- 12GB DDR4 Memory, 256GB SSD. Supports SDXC card reader
- Up to 9-hours Battery Life
- Windows 10 Home
Review
The best thing about Acer is that their laptops are really sturdy, and so is this one. The problem faced with 360-degree laptops is usually that of a wobbly screen, but Acer, acing it all, has a very steady screen. Even after being so steady, it is a lightweight laptop and has an amazing trackpad which is really fast and smooth.
The screen is very bright, and the issue of flex is hardly there. Multi-touch widescreen LED-backlit IPS display improves the user experience of working with data. The keyboard is great and so is the sound quality. The NVIDIA GeForce 940MX with 2GB of dedicated GDDR5 VRAM is a treat for the gamers and the ones using high-end software.
Coming with a great 9-hour battery life, this Acer laptop must be on your top list if you are looking for some real performance at a great price!
8. HP 15.6' HD Touchscreen Notebook, 8th Gen Intel Core i7-8550U Processor up to 4.00 GHz, 8GB DDR4, 256 GB M.2 SSD, DVD RW, Webcam, Bluetooth, Windows 10 Home
HP has always been one great choice when choosing for intensive work. You can count on them to never let you down.
Feature:
- 8th Gen, quad-core Intel Core i7-8550U processor
- 15.6' touchscreen, 1366 x 768 resolution
- LED backlighting keyboard
- 8GB available memory. 250GB SSD
- Wireless-AC (802.11ac)
- Windows 10
Review:
The 8th Gen, quad-core Intel Core i7-8550U processor haves this laptop blazing fast. It has a really quick boot and is very smooth to work on. It is loaded with some great specifications and is amazingly pocket-friendly. The graphics are not nice, and hence intensive gaming is not something you can think of with this laptop. The LED backlighting keyboard makes it easy to work on even in dark.
Overall, it is a golden pick! If you plan to stick to work and a little graphical work, there is nothing like this one!
Conclusion
The aforementioned list comprises of the best laptops for data science that are available in the market these days. With some great specifications, these laptops are have a multifaceted personality. You can use these for myriad other activities like quick browsing, enjoying games, video chatting as well as operating various applications related to data science.
As a sophisticated field of technology, data science needs laptops that are built with agile features - make sure you choose the one that meets your requirements and runs a long mile with you!
At some point or another, we have felt the pain of losing our important files and data because of abrupt drive failure, system crashes and due to human error.
This is an awful situation because in the world of computer, data is the most important & precious thing to lose. But you should not be worried much, as data recovery software mac turns as the solely hope to get you through all.
You might be thinking that having a backup plan is the greatest defense against disaster of losing data. But not to forget backup servers can also fail! That’s where the Best Data Recovery Software Mac shines & saves you from lot of hassles.
Whether you’ve accidently deleted all your office documents, or you just want a way out to have more control over how your data is stored and managed. You should read about the following best file recovery software mac. We have compiled a list of paid & free data recovery software mac. Choose the right one, according to your needs & requirements.
Top 15 Best Mac Data Recovery Software
There is a glut of mac recovery software in the market, therefore it becomes difficult to choose the best. So, to save your precious time we bring a list of The Best Recovery Software for Mac!
1. EaseUS Data Recovery Wizard:
EaseUS Data Recovery Wizard tops our list of Best mac recovery software for providing ultimate recovering solutions which retrieves our precious data easily & quickly. It is a free data recovery software for mac which works effectively to recover deleted photos, music, emails & videos with comfort. There are three different versions available: Unlimited, Pro & Free. The free version can restore data to maximum 200 MB.
It’s the best data recovery software mac that works perfectly for internal storage devices and for multiple storage devices too including: memory card, Digital camera etc. In just 3 simple steps you can find everything you have lost or deleted accidently. You can download this apple data recovery software from the link given below.
2. Stellar Phoenix Mac Data Recovery:
Stellar is the right choice as data rescue for mac. Like other platforms mentioned here you can recover several file formats using this disk recovery for mac. In fact, apart from files/folders you can also recover deleted emails and messages & other inaccessible data using this best data recovery software mac free.
The application has a feature of creating images that helps you to recover data from external hard drives which has bad blocks. You may find the interface very basic but if we talk about the efficiency to recover files then this free mac data recovery tool really works well. Its available for free trial so recover deleted files with mac software right now!
3. Cisdem Data Recovery for Mac
Looking for the ultimate Mac data rescue solution? Then search no further as Cisdem Data Recovery is your absolute option. Besides recovering your precious data from your Mac machine, Cisdem also restores photos, videos, music, and documents from external devices such as SD card, USB drives etc. This amazing tool comes with a set of utilities that helps to recover all major file types from a range of storage devices in every data loss situation.
It proffers five recovery modes that help you save lots of time and effort; Basic Mac Data Recovery (for recovering regular files such as photos, audios & documents), Trash Recovery (for restoring accidentally deleted data from Trash Bin), Formatted Drive Recovery (recover data from drives that are lost due to corruption or damage etc.), External Devices Recovery (to retrieve data from external devices such as memory card, external drive etc.), Advanced File Recovery (works for all data loss scenarios). Just choose the recovery mode > Start Scanning Process > Preview Files > Recover Your Data!
4. Data Rescue
Data Rescue for Mac designed and developed by Prosoft Engineering.inc, which is a professional hard drive recovery software with a Standard and Pro Mode versions. The software has comprehensive scanning options, robust file support, duplicate recognition, Time Machine compatibility, and Email Notification features. Data Rescue is even capable of scanning SD cards, SSDs, USB Drive, and so on.
It can also scan the virtual machines & can be helpful for recovering important data from a Boot Camp partition. The Mac Recovery Software also helps users to create a clone of hard drive, in case there’s any hardware related issue. It offers Quick and Deep Scan features for speedy and profound recovery. It also presents a Free Demo to preview the recoverable files; you can run a complete scan with it. Once you discover your lost files, get the paid version to recover the data.
5. DiskWarrior
Getting DiskWarrior downloaded and installed on your Mac machine is a very quick process. Out of all the File Recovery Software for Mac reviewed so far, DiskWarrior has the most professional & intuitive interface. This makes the scanning process easier & helps to figure out various options available on the dashboard.
Unlike other Data Recovery Software for Mac, DiskWarrior not only helps in restoring lost or deleted files, but it is also unrivalled in its ability to repair the Mac directory, which is surely an added benefit. DiskWarrior is incredibly safe to use, it ensures that your directory is error-free so that nothing harms your data.
6. R-Studio for Mac
Here comes a perfect blend of powerful & cost-effective file recovery software, R-Studio for Mac. The utility is quite helpful for users to restore files from APFS/HFS+ /HFS (Macintosh), UFS1/UFS2 (FreeBSD/NetBSD/Solaris) and Ext2/Ext3/Ext4 FS (Linux) partitions. Additionally, R-Studio is quite helpful in raw file recovery that can be used for heavily damaged or unknown file systems.
Damaged RAID Recovery, Disk Image, File Sorting, S.M.A.R.T Monitoring are some of the main highlights of this hard drive data recovery software. R-Studio supports the mass recovery of different file types in a few clicks. The company feature three different and useful Freeware for users: R-Undelete Home (to recover data from local disk & external storage devices), R-Photo (to recover photos and videos from the drives), R-Linux (recover files from various formats and drives with ease.)
7. SuperDuper!
As the name indicates, SuperDuper1 is the ultimate software that makes data recovery effortless and hassle-free. The software has an incredibly simple, intuitive, and user-friendly interface. It also features a built-in scheduler that backs up files automatically. In fact, the tool perfectly complements Time Machine, therefore, you can easily store a bootable backup alongside your Time Machine volume.
Apart from offering its primary function to backup and recovery important files, SuperDuper! offers a variety of options to create a clone of your system. It even allows users to dig deeper into their options and build your own backup scripts by pointing and clicking. The recent version of this file recovery software supports snapshots on APFS drives. This helps to save the state of the drive before you install new software. So, in case anything goes wrong, you can easily roll back to the snapshot.
8. Alsoft: DiskWarrior
Alsoft’s DiskWarrior is an award-winning mac data recovery freeware. If you find your work documents, favorite music folder, latest photoshoot missing from your Mac, then do not worry you can recover them all without any hassle. This best data recovery software mac recovers your data securely that means there is no scope of misuse of your data in between.
The data recovery mac also repairs mac directories to improve mac machine’s performance. With all these qualities, the application is easy to use and affordable. This makes it one of the best data recovery software for mac.
Download this data rescue for mac!
9. Kroll Ontrack:
Another best file recovery software mac we have is Kroll Ontrack. It is a perfect software to recover data from hard drive and other storage devices like pen drive and from optical media including DVD, CD etc. This hard drive recovery software mac is well-known for its advanced scanning techniques which quickly finds & recover all your lost docs, music, photos & videos in just few minutes.
This data recovery mac is mostly treated as the best MacBook data recovery software because of its blazing fast options to locate the missing files. Though the interface is little unclear, but it’s definitely worth the shot. Here is the link to download this product. The software is also available for free trial.
10. Data Recovery Pro:
Talking about the Best file recovery software for mac & not mentioning Data Recovery Pro is certainly not possible. It locates & recover important files for almost every file types. The tool is not only efficient for recovering your missing data, but it comes with an ability to scan for files & folders that are absent from your peripheral storage as well. The application recovers data on your USB drives, SD cards and digital cameras.
Best Mac Software
This disk recovery for mac allows you to preview deleted files before recovery & also allows you to search for text in a lost file. You can scan in multiple recovery modes such as to recover partition, to recover hard drives and to recover digital disks.
11. Softtote Data Recovery:
Here’s another best data recovery software for mac – Softtote Data recovery, which is an all in one solution to recover deleted files on your Mac in just few clicks. This mac recovery software offers you fast, safe and complete recovery solutions based on the need of Apple users. The interface is quite clean and guides you through the step-by-step process to find lost files & how to recover them.
Apart from this you can also recover deleted images from your digital cameras supporting all the top manufactures via this best data recovery software mac. The data which you recover using this tool to recover permanently deleted files in Mac is completely secure and the app claims that it does not share any of your information.
12. uFlysoft Data Recovery:
If you are looking for a specific software which can help you to recover your deleted photos, then you must try uFlysoft recovery tool. As photos are the most precious memories, we cannot afford to lose them this photo recovery software for mac helps you to recover your lost pictures, videos & audio files by performing a deep scan.
It is an easy to use photo recovery software which supports all file formats including gif, png, jpeg, bmp, tga, psd, eps, tiff and more. The best part of this mac data recovery freeware is if your purpose is to recover only deleted photos/videos & audios then you are not needed to spend any penny in buying the full mac recovery software.
13. iDear Media Recovery:
iDear Media Recovery is another best data recovery for Mac which helps you in recovering deleted/lost/formatted & inaccessible media files. It’s a read-only file recovery mac which doesn’t overwrite or modify the original data. The tool supports recovering data from FAT, FAT32, FAT16, NTFS, HFS+, HFSX machines.
This best data recovery software mac is very genuinely priced. Though it doesn’t have very funky interface and may give a very basic & simple look but if you want to recover some recently deleted media files then there is no harm in giving this application a try.
14. Any Data Recovery
Next in our list of best recovery software for mac is: Any data Recovery which recovers any deleted data under any situation. The application is compatible with almost every version of Mac OS X. You can retrieve your data in just three simple steps. This best data recovery software mac free, allows you to recover your deleted data with ease and you can also contact support for any assistance regarding recovering your deleted files.
This free file recovery software for mac works well with almost every type of file formats & media. The tool allows you to restore your lost files from your mac machine and other removable media storages as well. And you can have preview before you recover!
15. Do Your Data Recovery:
Best Office Software For Mac
Our list of best data recovery software for mac would be incomplete without mentioning – Do Your Data Recovery software which has powerful abilities to recover those files even when you have emptied the recycle bin. This best hard drive recovery software for mac not only helps in restoring accidentally deleted files, but also assist you in recovering files lost due to unintentional formatting, OS crash, virus attacking, partition loss & other reasons.
This best data recovery software mac has two versions, one is available on the Mac app store and another is web version. App store version can recover lost files from DMG disk while the full web version can recover lost files from your disk and external hard drives including pen drives & other removable devices. You may need to pay extra bugs for the website version.
Best Mac Video Software
Best Mac Os Software
Summing Up: Best Data Recovery Software For Mac
So, no worries about your mac machine getting corrupted, or formatted, because this 11 best data recovery software for Mac are here to help you under all the lost circumstances. So, no more panicking if you have accidently deleted a file on your system! You can choose a file recovery software for mac from the above list according to your needs.
Best Data Analysis Software For Mac
Get started by retrieving your deleted files back on your Mac!