Laptops for Data Analysts | Specifications + Recommendations

A good laptop can be hard to come by. Let's take a look at the things you should be looking out for when purchasing your next laptop!
Laptops:
$395 - amzn.to/2PINFE8
$640 - amzn.to/2O3N9Qx
$760 - amzn.to/3m0heNe
$1000 - amzn.to/3deU4id
$1300 - amzn.to/2QPmA2w
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Tableau Data Visualization - coursera.pxf.io/MXYqaN
Udemy Courses:
Python for Data Analysis and Visualization- bit.ly/3hhX4LX
Statistics for Data Science - bit.ly/37jqDbq
SQL for Data Analysts (SSMS) - bit.ly/3fkqEij
Tableau A-Z - bit.ly/385lYvN
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All opinions or statements in this video are my own and do not reflect the opinion of the company I work for or have ever worked for
0:00 Introduction
0:57 Laptop Specifications
6:13 Looking at Laptop Options/Recommendations
10:41 My New Laptop

[@LukeBarousse]

Heck yeah, love this topic Alex! As a fellow data analyst, I definitely agree with your recommended specs. I however typically prioritize RAM over Storage, but that's just me.... Keep up the content my friend!

[@AlexTheAnalyst]

Thanks Luke! I feel that - everyone has there preferences :) Thanks for watching!

[@mattlundervold]

Just started the Google Data Analytics on Coursera. I have a basic computer currently. Do I need to get a more power computer like one of these to complete the course? Do i need to get a computer with a dedictaed GPU for the course or for work after? What is your guys suggestions? Thanks for the good info.

[@jayrawr2147]

@@mattlundervold What do you currently have? i5,i7,RAM,SSD, etc?

[@nokunato]

This video just came at right time. Got a new Job and need a new laptop. Thanks...

[@AlexTheAnalyst]

That’s awesome! Good luck at the new job! Thanks for watching 😁

[@ruslansuleimanov9441]

Congrats, king!

[@um1185]

Which job

[@rudymoralesjr]

As an avid gamer, I'd recommend the Lenovo Legion 5 Pro or Lenovo Legion 7 coming later in 2021. It has all the things you're looking for, and a 16:10 aspect ratio screen, so it's a slightly taller display commonly found on productivity machines like the Dell XPS laptops and Apple MacBooks. So you can fit more lines of data vertically than traditional 16:9 aspect ratio screens. LG Gram 16 would be decent too if weight and fan noise is a concern.

[@mochaspyce79]

Can I just Alex, you are the MAN! You literally have a video for every question I have! Thank you so much!!! 🙌🏾

[@christinekellner2250]

Thank you for this. I am thinking about taking my first steps toward pursuing a data analytics career after exiting the work world for a while to raise my young kids. I was just researching last night different computers. This came at the perfect time!

[@AlexTheAnalyst]

Very cool! Well I'm glad to help! Thanks for watching :)

[@judjoud]

thank you so much for explaining all the specifications. Now I actually know what I want in a laptop. You made it so easy and clear for a nuby like me !

[@Cupjive]

Thank you Alex for going an extra mile all the time, you really make the transition to Data career very easy, one can easily overlook the significance of a good machine in this career and that can be overwhelming through the process of studying, much appreciated Sir!

[@AlexTheAnalyst]

So glad to hear my videos have been helpful! Thanks for watching!

[@chanduplal3222]

50k that's fast!! I still remember wishing you for hitting 10k on this channel!! Congrats bro.

[@AlexTheAnalyst]

Thank you! Haha I appreciate it!

[@MaslinMonty]

One thing to note about the processors are that i5/i7 doesn't denote "newness" but rather the "class" of processor. Intel's i7 branding has been around a decade, but an i7 from 2010 is WAY slower than an i5 today. That being said, all the ones you pointed out, or all of the ones that can be bought new will typically be from the last 1 or 2 years.

[@Prateeklovesg]

I am confused between 11th gen and 12th gen intel. 11th gen intel gives much better battery life. 12th gen intel is the latest one. Which one would you suggest for data scientists?

[@pilgrimsprogress2382]

@@Prateeklovesg I'm even confused too I don't know which is which

[@royarnab22]

@@Prateeklovesg Get the 12th Gen because it's big jump this year in raw power unlike previous few years. If battery life is your main criteria then get AMD. Anyways unless using windows ultra-book , windows will be much behind Mac when it comes to battery life.

[@disadisa6868]

Thanks for the info

[@msoubagleh]

Wow I am glad that I found your channel as I am welling to enrol in a data analyst course. I am sure that your channel will help me a lot. Alex thank you very much for all your amazing videos. Keep up the good work

[@AlexTheAnalyst]

So glad to hear that Mona! Thanks for watching :D

[@pana71]

Sounds like my current laptop will do 🙄 I was hoping you'd give me an excuse to splurge 😂

[@AlexTheAnalyst]

I'm sorry, your current laptop actually isn't enough. This is a sign to get a new one :D

[@lotfibouhedjeur]

Half of us were thinking that...😅

[@KittyOzzyZiggy3895]

​@@AlexTheAnalystpretty much...he would have been looking at your vids if he wasn't looking for a new one

[@TamilTigers001]

Execuse to splurge

[@AmandaD33]

I need a new one and can't afford it without a payment plan. This is why I need a new career!

[@osito9810]

Good advise. Yes, It's very important to take a good one, powerful because as you said, you need to download a lot of software, and some like tableau comsume a lot of RAM. Interesting your view about screen size. In my case I prefer 14', better to move with

[@alexandrialallen]

Thanks for this, it actually came at the right time. I want to start my Data analysis/data reporting career & was actually wondering what laptop to get that would suit my needs. Kudos

[@AlexTheAnalyst]

You're most welcome! Thanks for watching!

[@mirarzk222]

Hello 👋 what laptop do you use ? Cause I'm living same situation actually 😢..

[@altynaikurmanalieva2009]

Want to say thank you, your channel become a part of my daily routine. I've got a lot of new information about data analysis , just starting my journey with Google courses. Thank you 🤗 I wish you millions of subscribers

[@AlexTheAnalyst]

So glad to hear that! Thanks for watching! :D

[@sylviaobilor]

I smiled all through this video. Thank you 😊 Alex

[@PickingNuggets]

Thank you! Do you think Windows OS is better than Mac for Data Analytics purposes?

[@lonzino1773]

Great Info!!! Thanks!!!

[@sidharthkashyap6241]

A much needed video. Thanks Alex!

[@kathleensnyder23]

I just want to say, your videos have been extremely helpful to me. Im a senior computer science major right now, and I'm trying to find more independent work/ways to specialize my skills so that i can get into data analytics when i graduate in december. I've been binging all your videos that last couple weeks lol. I was so relieved when i found your channel, you have everything I've been wondering, and I had no one to turn to since most people in my field focus more on the coding side, but I've always been much more interested in the math/theory side myself. (:

[@AlexTheAnalyst]

Hey Kathleen! I'm so glad to hear that! That makes me incredibly happy to hear :) Thanks for watching and good luck on graduating soon!

[@rtad05]

Thank you for such a a clear explanation!

[@AlexTheAnalyst]

You're very welcome!

[@Machine_Mantra]

Thanks for the video helped. 😊

[@shrutijain1628]

This video is helping me a lot as I am trying to choose a laptop for data science use as well👍💯🙌

[@AlexTheAnalyst]

So glad to hear it!

[@olajuwonokunubi1869]

You're a mind reader Alex thanks for this video

[@AlexTheAnalyst]

:D Thanks for watching!

[@amaanali4614]

Love this video and all of your other videos! I'm currently an undergrad student and looking to go into being a data analyst as a career choice. I wanted to know what you think of a laptop with everything you mentioned minus a graphics card and a screen size of 13.3 inches. Do you think those would limit the work I do in the future as I get into the data analytics space? Thanks! For reference, the latop I'm considering is the HP ENVY x360 13 inches.

[@khalil9094]

My MacBook Pro hasn’t been compatible with my new Data journey so this video is helpful

[@SegueGreene]

Nice and refreshingly down-to-earth presentation of affordable options! A lovely contrast to the tech-community youtube videos showing off their toys and excessive expenditure. For folks looking to buy i'd only add to be wary of sexy-slim designs which end up having a) no ports or b) no storage/processing chops. And c) do you really need a touch screen?

[@AlexTheAnalyst]

Haha thank you! And I agree - all good things to think about 👍

[@LuvLuke954]

Personally, I bought my laptop specifically looking for touchscreen. I bought the pen and everything. I used it once, Honestly, if you are drawing, great. But if you are literally using it for graphics or data, it is absolutely a waste of time and usually waste of money as well.

[@randysugiartha899]

Thanks a lot, Alex just wondering do you recommend Mac book especially with M1 CPU?

[@michaelsabatino8763]

Alex I just graduated with a masters in data science. Do you have any tips for someone trying to break into the field?

[@jordable0000]

Greetings Alex! First off, I want to say how much your vid’s have helped me throughout my carrier path and I appreciate what you do. So the reason I’m writing you this is to get your professional advice. I’m a student of Data analytics and I just finished the course and I’m currently on the verge to start on the coaching process. They are recommending that I use 16 Ram and what I have is 8 Ram, Can I work with it on the long run. And also I brought a new laptop that had windows 11 but wasn’t compatible because it works only with windows 10. Any opinion?!

[@astutinirmala358]

i am now looking for laptop to start learning about data analyst and its confusing. this video helps me. thanks!

[@Soumchak96]

The right kind of video for me.

[@ghassanhilow2198]

I’m curious to ask about the battery life of the displayed, how long does it last? & is it an internal battery?

[@hirocim]

Hey Alex, thanks for sharing all this info! I do have a quick question: what is your opinion about MacBooks for data analysis?

[@vedantdesai1]

You can run R, SPSS, and Python like a breeze on MacBooks. At least those are the softwares I use

[@litaogechi86]

It seems whenever I'm confused about a thing concerning data analytics and i open my YT app, boom Alex is there with the solution. Thanks alot for this video

[@AlexTheAnalyst]

:D

[@LuisSanchez-hr7fu]

Such a big fan of yours. Thanks to you I'm trying my best to getting into Data Analytics and Data Science even though I can't afford any of these laptops. I'll keep you updated to all of the people who read this comment hahaahahahaha. Lots of love Alex, thanks for your advises, I feel like you're my biggest mentor ever.

[@AlexTheAnalyst]

That's awesome man - so glad to hear it!

[@rotan90]

I’ve got MacBook Pro M1 with 16gb ram and its awesome. It calculated my graduation project in about 40 min, where good laptop with Windows did it in 1.5 h. Cons: no Windows, Linux better for Big Data, Microsoft Power BI will not work, usually companies are Windows based, price. Im from Poland and that’s my experience after working for couple bigger companies, maybe in western companies it is easier to work on Mac.

[@AlexTheAnalyst]

Some people love them and some people hate them - I personally do like them, but I find they can be restrictive when it comes to certain software it can use which I don’t like

[@rotan90]

@@AlexTheAnalyst Good point. One more Macbook's downside: two usb ports, where you have to leave one for the charger. Overall a fantastic laptop, but if it is going to be your only laptop I would not recommend it. Of course another great video Alex :)

[@ninhtran1301]

I second this! I actually just got this laptop and found out I have to pay for Parallel Desktop to run Windows since several data analyst softwares won't work, also many games on Stream don't work on Mac either, if you like to play games once in a while.

[@darktealglasses]

1. 512GB storage 2. RAM: 16GB 3. Processor: Intel i7 / AMD​ Ryzen 5 4. Screen size: 15.6"

[@pleasedontlookatme78789]

thank you!!

[@ldsudduthhanover]

Intel i5 vs i7 (10th Gen: Comet Lake and 11th Gen: Tiger Lake) The i5 (for laptops) is a 4-core CPU, with a boost clock speed of just over 4Ghz. Intel now supports hyperthreading in their i5 line, so for a laptop, this would be a 4-core, 8-thread processor. More than enough horsepower for even 3D modeling. The i7 in the Comet Lake line is a 6-core, 12-thread chip. Honestly, in the i5 vs i7 debate, unless you're doing some seriously huge data calculations and dealing with advanced 3d modeling, the i5 chipset is perfectly suited. Ryzen 5 vs Ryzen 7 (AMD): The latest-gen Ryzen 5 chip is a 6-core, 12-thread chip (comparable to the i7), while the Ryzen7 is an 8-core, 16-thread chip. Either is well suited for crunching numbers and doing data visualizations. In both cases, it all boils down to how much you want to pay (or can afford to pay). I'm firmly on the Red Team (AMD) side. I got a deal on a Dell with a Ryzen 7 chip recently for just shy of $600. :)

[@AlexTheAnalyst]

Haha I didn’t want to get too technical in the video, but you’re definitely right 😁 and that’s pretty impressive!

[@ldsudduthhanover]

@@AlexTheAnalyst I'm a hardware geek, so, yeah, I stay on top of the chips. Best takeaway--processing power isn't as vital as system memory.

[@RedBaron63650]

All other things being equal .. I love the backlight keyboards.. Will you do any keyboard / mouse reviews ? In our line of job, they are as important as the laptop.. No one can touch my keyboard and mouse and I have a spare set in the closet, ready to go... ( I have a setup with external input devices..) Love your channel !!

[@dickymr1878]

do we need gpu? i mean do you prefer gaming(have great gpu) laptop or casual laptop

[@edwincabanii5853]

Might be a good time for an update for 2023 🎉 happy new year!

[@valchaneco]

I agree. Would the same specs be recommended today?

[@MohamedAhmedHa]

Are Mac good for data analysis or I must go with windows to get a professional experience

[@teliah3922]

Omg i legit saw my computer elitebook 840 so glad because I really want to do great work

[@TheCoombesClan]

@Alex The Analyst does the dual-core vs quad-core processors have a big impact? For data science purposes...

[@AndreiKovalev1]

I noticed you didn't include any Macs in your video. Is there a reason for that as I have been told Macs are quite popular in data analysis/science?

[@krishnakanth4830]

Hi Alex thank you for your recommendations but the sad part is me coming from India all the laptops mentioned are more expensive than you mentioned,so can you please let us know which is better for Indian residents. Thanks in advance.

[@ghost2469]

An SSD is great for speed but they are just a big flash drive that has a life span determined but the quantity of read / writes, so it's better to have an conventional HDD for long term backup. You can get free software to monitor how much life an SD has before failure. For a laptop an external HDD to back up to works well for my. While in my desktop I have both with storage for things not used daily and a partition for scheduled backup of the main SSD.

[@fores1991]

Hi Alex - would you mind commenting on Mac vs Windows for Data Analytics? Thanking you in advance.

[@HappyYogi711]

Yes, would you use an M1 for data analytics? I will be taking a few courses, one being machine learning and I am brand new at this. How does a Mac perform, issues with specific app integration? I’m torn between a Mac and a PC. Thanks.

[@dennisnyarko6993]

Hi Alex, great video! I was hoping you will talk about Mac but you didn't. That said, would you recommend Mac for a beginner data analyst?

[@AlexTheAnalyst]

It's not bad - although I don't usually personally recommend it because there are some software that is not compatible with macs.

[@Mrnotnice24]

Would the M1 MacBook Pro be bad for this career? I will be running partition

[@nathandekock6011]

Alex, what do you think about the Surface Pro 8 for data science?

[@adipahuja5738]

Hey, would a macbook air/pro function well for this purpose?

[@wonderingmind2298]

thanks for the information it was really useful, but can I ask what about Mac M1 256gb ? or Mac 2 256gb , is it good for data analyst ?

[@argimirom]

Great video! What about the keyboard with or without a num pad ?

[@AlexTheAnalyst]

Personal preference in my opinion - either works!

[@usuallyclueless4477]

Nice video! About the processor, i3-i5-i7-i9 are classes, and does not denote how new they are. A first gen i7 (from 2009 or so) is painfully slow by today's standards. Even a 7th gen i7 (from 2016) is comparable to a 10th gen i3 from 2020 in terms of performance. The current gen is 11th on Intel and 5000 series on AMD (yours is the 4800h, which is still an absolute monster even though its one gen old.) but most stuff sold on the market are generally new (3 generations old MAX). On laptops, the processors with the 'H' suffix are high powered ones while the 'U' series are power saving processors used in thin and light laptops that don't have much cooling potential. The U series consume less power, but are also comparatively slow.

[@AlexTheAnalyst]

You're absolutely right and I should have gone more in depth into those - in my head I was trying to convey getting the newest generation of that processor. Although it seems I didn't make that very clear. Thanks for the additional information!

[@usuallyclueless4477]

@@AlexTheAnalyst no worries!

[@Thorin632]

Currently, I have Lenovo ideapad 5500u ryzen 5, 8gb ram, 512gb, 6 core. What do you think should I change it or it’s enough

[@usuallyclueless4477]

@@Thorin632 What do you use it for? It should be fine for most cases. Maybe a RAM upgrade will help as windows itself very resource-hungry compared to others. But if you're doing non-heavy stuff then your laptop is perfectly fine. 5500u is a good chip.

[@LuvLuke954]

I only disagree with you on the importance of a full keyboard w a 10 key. any DS should have easy access to the number keypad. I work mainly from home, and I want to use this (Envy 15.6") for a desktop monitor eventually. I have been wanting to stick w HP but my Envy has an issue with screen blackout at random times, mostly when I have a split screen. But as it is almost 2023, I am going to check out the Omen to see if there are any configurations that I prefer. I am looking for 1T, 16GB, i7 or AMD Ryzan 7, 17" screen size with a full keyboard. Any thoughts would be awesome! Thank you as always Alex!!! You rock!!

[@shrutibajaj7211]

Thanks Alex

[@KartikSharma-sy4xm]

Hi Alex What about graphic card, is it required to have gpu, integrated or dedicated to run big data.

[@sanjusaju4049]

Mine is 4 GB RAM and i3 processor....will it be ok for at least learning level.

[@clareinekim7914]

Few days i’ve been considering about buying a laptop and doing some research on the marketplace. My option 1 - Lenovo ideapad slim 5 (Amd Ryzen 7, 16gb ram, 512ssd) Option 2 - MSI Modern 14 (Intel Core i5, 16ram, 512ssd) or MSI Thin (Intel Core i5, 16ram, 1tb ssd) Option 3 - Asus Vivobook Pro 14x (Ryzen 7, 16gb ram, 512ssd) or Asus Vivobook S15 (Intel Core i7, 16gb ram, 512ssd) I also considering the Lenovo Ideapad Flex 5, which is Convertible. It has Ryzen 7, 16gb of ram, and 512ssd, honestly i really like the design also Amd is much cheaper than Intel😂 But is it enough to use for learning Data Analyst? Enlighten me please😭

[@kittivitkanokwanvimol9522]

i use a very old laptop Dell Inspiron 15.5" 7000 series with core-i5-6300HQ with 8GB of Ram with 256GB SSD and 1TB of HDD, should I change it or this is good enough? which is better between windows and Mac?

[@kyawnyisoe4392]

How about MacBook Air/Pro? What's your recommendation?

[@yashsolanki069]

From my personal experience Always buy workstation that has SSD , 1080p+ resolution. Everything else you guys know better than anyone else.

[@geoguy29]

I’ve always had not so good experience with hp. How do you like it so far? Would you still recommend it?

[@nicolecarron3334]

Alex, what camera do you use to record your videos?

[@HarshJ_ohn]

Can you please tell me why you didn't include Apple? Aren't they okay for DS? Can you please explain. I love Omen, Legion and xps though.

[@0x007A]

I am considering an external GPU for my HP Spectre X360 13-inch 2-in-1 notebook. Any recommendations?

[@shivamdobariya63]

Lenovo Flex 5 14" 2-in-1 Touchscreen Laptop - AMD Ryzen 7 4700U - 1080p

[@akshay2983]

Hello Alex..i am a really great fan of you your videos..i bought MacBook m1 yesterday buu i found that we cannot use MSBI Tools power bi etc so i returned it but I really like the build quality and battery life of the MacBook..can you suggest me any windows laptops with same kind off build quality fanless slim laptop and ufcourse for long term use.thank you so much✌🏻✌🏻🙏🙏

[@kiranvrao9714]

Thank you

[@tobibalogun4562]

@Alex the Analyst Very good information. What are your views on the Macbook pro M1? I just got one because I fell it hit all the bells and whistles. But not sure if it's great for Data Analyst.

[@AlexTheAnalyst]

It's powerful and a good laptop overall. I personally don't buy/use macbooks as they don't allow some software that I use to be downloaded. Great laptops for most people though - although somewhat expensive.

[@Hwella555]

@@AlexTheAnalyst people say to use Virtual Machines to maneuver that problem (although with the M1 there seems to be compatibility issues not solved yet). Is using a Virtual Machine not a good option if someone decides to use macOS?

[@cheZZ-qs6yv]

Based on your experience, do you think a MacBook is suitable for handling job duties involving Clinical SAS, Python, and SQL effectively, or are there specific considerations I should be aware of before making a decision? Thanks in advance!

[@kanishkgupta7997]

Hey Alex, I just bought Apple Ipad Pro 12.9 inch (2021) for my university lectures. Is it a good option for my analytical course? Can you suggest some applications to run Python, Tableau and SQL on iOS. Thank you!

[@afolabiblessing5970]

Please what do you think of Dell Precision 5520 or XPS 15

[@saitejavs9163]

Could u plz make a video of the certifications that are available for data science carrer? ( best , just like u suggested few best certification for data analyst in one of your video )

[@emekaobiefuna4509]

I know Microsoft Machine Learning certificate is one of the top tiers amongst the likes of GDE on Machine Learning, IBM, AWS, Coursera and DataCamp Data Scientist with Python certification

[@danchoyordanov6233]

Is macbook air basemodel M2 2022 good for data analyst, and specifically the mac os, or windows is better?

[@HassanatAliu-pz5hg]

Thank you for the explanation. I am looking at starting a course in data analysis but I have a laptop whose screen size is 13.3", core i5 with 512 ssd and 16gm ram. I don't know if it's good for data analysis

[@soslo2118]

If I remember correctly Amd Ryzen processors laptop from 4000 series to newer series have longer battery life than intel's processors. Other than that they are quite similar in terms of performance

[@yodazooo]

Do you think graphic cards are important for data analysis?

[@ADVENTURE.0000]

Hii sir dell Vostro 5630 i5 vs dell Inspiron 5630 i5 which one is best for data analytics and machine learning engineering 😢

[@diegoz8855]

I wonder if the M1 from apple will do just as good for much less.

[@heyhey217]

Are macbooks recommended?

[@beyonder7817]

is mac m1 air base model ok for data analytics? the only con I'm able to find out is power bi.

[@michaelstanley9148]

Do you give extra lessons on data analysis for a beginner to enable swift career achievement 😊

[@telcoengr6204]

Thank you for the recommendation but that sound are quite terrible if fully used CPU :)

[@bikonkumardas]

How will MacBook Air 2012 do if I do analytics kind of thing?

[@glawtonmoore]

Because I use my laptop to run VMWAre Workstation Pro to run CiscoCML and my data science apps. I need 128Gb of RAM, as the base. Cisco CML uses a lot of RAM and CPU, so I need a good 12th Gen CPU. I need a good NVidia card, which is used to ML/DL use cases. For install all the software, i need at least 2 Gb of HDD storage. For these purposes, I find these requirements cost about 5K right now. Yipes. But thats what my dual purpose DS/ Cisco CML/ EVE-NG sim cost.

[@matthewwilson5180]

Should I avoid using a MacBook then? It’s what I have currently. I’m in the process of switching careers to data analytics.

[@mazharulislam5834]

Will a laptop with 12gb ram and r5 5500u be good enough for Honours level data analysis works?

[@carltonpatterson5539]

Hey Alex, shouldn't you be working on the Google Data Analytic Professional Certificate? Ha ha ha ha .. I'm so keen to get your review on the course. Good luck with it

[@AlexTheAnalyst]

Haha coming soon! 😁

[@antoniomayers1655]

What about the new M1 macs?

[@KittyOzzyZiggy3895]

Hi I'm a subscriber to your channel do you have an apprentice course or something....I'm studying data analytics in college...And do recomend microsoft surface 5 for Data Analytics

[@ortayakarsk705]

Do you think intel uhd graphics enough for data analysis?

[@taufikhidayat-ot4co]

Is this video still relevant for 2023 ? Do you have any update video. I am usually use power bi, sql dan python for work, do you have any laptop recomendations in 2023 ? Hopefully you can answer. Thanknyou

[@monalala8830]

Hello alex , do you have a new update for this video ?

[@speedspeed121]

It's been a year since you made this video: looking at Amazon, RTX 3060, 64GB RAM and 2TB hard drive is only $2100. That seems like that's a lot less than a Lenovo or Dell. What am I missing? Why is it so inexpensive?

[@user-qy2rp]

Why 14” doesn’t meet? I was plannin to get 14” new macbook. Shouldn’t I?

[@ellentedecris3260]

No mentioned any Mac !!!!! Any reasons? Thanks

[@perfectnumber48]

Do you have any update for this video ? or this video still relevant for 2023?

[@maryan9096]

Thank you @Alex. This is helpful. I am just starting my journy at learning skills in data analytics but I found my pc performances not compatible (4gb RAM and 1.5ghz Processor) with core i5. I can't upgrade the processor, but maybe the RAM. Anyone thinks this would be enough to get my pc ready for data analytics tools? I couldn't install and run SQLite to give you an idea about the situation. Thanks!