I worked with numpy arrays for some time, i'm still not sure what's the difference between int and uint
@PythonSimplified2 жыл бұрын
This is a great question Sinisa!! 😀 ⭐ int reserves one bit to store whether the integer is negative or positive. ⭐ uint, on the other hand, stands for "unsigned integer" so it doesn't track whether the integer is negative or not. It is assumed to be non-negative, for example: the speed of a motorcycle cannot be negative, therefore it makes more sense to store it as a uint. So in the case of uint, there is no reserved bit that tracks the sign (sign means either - or +) so it's free to store other data. In other words, while both int and uint take up the exact same number of bits - unit has the potential to convey larger numbers. An extremally abstract example: int is +0001011 (we have 7 available slots to store data, the first bit is reserved) uint is 00001011 (we have 8 available slots to store data, the first bit is not reserved) I hope it helps! 😊
@Sinke_1002 жыл бұрын
@@PythonSimplified thanks, but i don't think floats have u and non u versions, do they store negative sign just as they are?
@PythonSimplified2 жыл бұрын
@@Sinke_100 On noooo!!! you're right, I totally messed up with the u float part!! 😅😅😅 I'm gonna edit it out in the original comment so that folks don't get confused by my mistakes... I've checked it now in a few threads and it looks like there's no hardware support or real need for it... I always thought it's applicable for both int and float, thanks for teaching me something new! 😊
@Sinke_1002 жыл бұрын
@@PythonSimplified i just asked 😀 u are more familiar with the topic than me, i used numpy to create images, and i know when i played with it, data types was definetly important when i tryed to save png with 16 bits per channel, and tiffs with even 32 bits per channel, for tiff i had to use float32 as dtype, but i just used what i read on stackoverflow what works, i didn't go depper into why, what i do think i know dtypes are important with numpy cause it is written in c, perhaps you might know more since u probably worked with c, i barely tryed it once, it's really hard
@suvimpemel55832 жыл бұрын
I'm new to numpy. During the video I wandered where I'm really gonna need it. But after reading this comment thread, I found think I found a good usecase.
@obumjohnokafor6899 Жыл бұрын
I love the fact that your style of teaching is simple and straight to the point. it's like so much information compressed in a little space. Thanks for your efforts in making the videos.
@neillatham474211 ай бұрын
You have a massive impact on people, you help them understand they can code, thank you for your contribution to helping people achieve goals they never thought they could.
@enpassant73582 жыл бұрын
I'm taking a course called Python for Data Science Bootcamp. As we cover different topics I've been finding your content covering that topic. I end up taking so many notes from your content and it really helps my understanding. I love your teaching style, thank you.
@MrTravelerX5 ай бұрын
Where were you when I needed this video four years ago? LOL Thank you for your wonderful tutorials. They are extremely helpful. You know how to explain in a very clear way.
@joaquimguanaes1886 Жыл бұрын
I am really impressed by your teaching! It is fantastic! Super well planned, clear, with the right depth, very well delivered! I have gone over my videos here and yours are among the best. For Python, I am going to choose your videos over all others. Do have: -learn programming using Python - type of videos? If you don´t, I think you should do them. Thank you!
@jinxianlai Жыл бұрын
The beautiful teacher taught me python, so happy
@MarcosTrazzini3 күн бұрын
I'm humble to say that I came for the girl, but I'm staying for the content. This girl is challenging all "standards" by being super intelligent, a great teacher, charismatic and unbelievable pretty!
@PythonSimplified3 күн бұрын
Thank you so much for the incredible feedback, and lovely compliments!! 🙂🙂🙂
@guyjones9822 Жыл бұрын
Thank you so much I love your work and it helps me a lot before my Python exam!
@PythonSimplified Жыл бұрын
Yeeyy!! Best of luck with your exam!! :D
@LeftGuard Жыл бұрын
Stonkingly good tutorial. So glad I happened across your channel.
@benjaminndih24262 жыл бұрын
I just started learning python, and I came across your channel... you make learning python so easy and interesting. thank you
@HadesTimer2 жыл бұрын
This was great. Really love how you went through the examples. Can't wait to see the next video.
@PythonSimplified2 жыл бұрын
filming it tomorrow! (I had a very long weekend full of adventures which I'm still recovering from hahaha)
@SanjeevKumar-nc2rt2 жыл бұрын
Bring an end to end project from collection of dataset, model building creating simple ui to consume model. Till deployment in the cloud. That would be great experience..
@PythonSimplified2 жыл бұрын
Definitely sounds like something we can do in weekly live streaming sessions! 😀 I'm getting my setup prepped and ready for it (just waiting for my fancy microphone arm to arrive before I can do so) Thanks for the suggestion! 😊 (BTW if we're talking about AI models, the best datasets are already collected, I have a nice video introduction on the topic: kzbin.info/www/bejne/bquVoH-cgJemf8U )
@jeuxmathinfo9578 Жыл бұрын
Very useful !!! Very clear explanation! 🏅🏅🏅Thank you so much !!! 🙏
@emilyr68806 ай бұрын
This is great! Very straight forward and comprehensible for beginners. Thank you! Will definitely start learning from more of your vids
@find_me8830 Жыл бұрын
Thank you very much! I was stuck for days on a project and your guide helped me to finally overcome it, this is exactly what i'm looking for in a tutorial and you're amazing at explaining, subscribed!
@Yoritomo0 Жыл бұрын
Thank you! Your videos have been really helpful to me. They have helped me get back into Python and understand it better. Your way of explaining things is simple and easy to follow. I truly appreciate the time and effort you put into creating such valuable content 😄
@antonelacolic3640 Жыл бұрын
Great explanation! Could you please dedicate a video for the bit, memory and hardware stuff(8:00 in this video)?
@alexandrohdez39822 жыл бұрын
you are the best teacher 💪, hope you are doin great in your college classes 🌻☘️
@mschon2 жыл бұрын
As always bringing great content to us! Thanks for sharing your knowledge with us. You are awesome!
@PythonSimplified2 жыл бұрын
Thank you so much Michael! 😀
@KARYEIJAFELEX2 ай бұрын
The best teacher ever when it comes to python❤,do you plan tackling flet python?
@dr76152 жыл бұрын
Thank you, deary... I appreciate this work and knowledge you have given of yourself. Seems I have a long road ahead for what I want to accomplish with python, but I was hoping to see something on arrays involving, say, a live camera feed pixel array. My task at hand: Array manipulation and processing, for tracking stars in a telescope/camera view.
@PythonSimplified2 жыл бұрын
Live camera feed involves some kind of visualization library rather than NumPy, checkout my OpenCV + ipWebCam tutorial: kzbin.info/www/bejne/i5WmhJyQh52rj7s You'll be able to use your mobile phone to track the stars. On top of that, you'll need to involve some Machine Learning techniques so that your computer can interoperate the image. I don't have any object detection tutorials yet, but I have many image classification ones in my AI + ML playlist: kzbin.info/aero/PLqXS1b2lRpYTpUIEu3oxfhhTuBXmMPppA And you can probably speed up processes by using Yolov5 (pre trained neural network) to do that. I hope it helps and good luck! 😊
@dr76152 жыл бұрын
@@PythonSimplified Since that comment I have gotten the program to process live feed and found what sped the process up, and what slowed it down.. Now I am working with vectors to process projections of a sample point vector ("star location center") onto a reference of the two telescope axes... It is actually working... but I Love the help that you others bring.. so thanks a bunch.. I will take a look at the other information you shared. I don't want to tip the boat over at this time. My system will be hared wire, that is, not wireless operated at this time. Perhaps in the future..
@adisonfryman144 Жыл бұрын
This sounds amazing! I love astronomy!
@dr7615 Жыл бұрын
@@adisonfryman144 Wonderful! I do as well... I have spread myself so thin to accomplish this: Designing, machining, circuit board creation to coding in C++ in Arduino for slewing and tracking, to the Python based autoguiding system and serial communication between them... When I start getting good images, I hope to share...
@MrPioneer72 жыл бұрын
Please do it! I mean to dedicate a video on bit, memory and hardware stuff(Please refer to 8:00 in this video)
@Lola_pearls11 ай бұрын
Your videos are so amazing. I am watching them over and over till u become a pro! You are a so awesome. Thank you. Would really like a video on hardwares please. Looking for latest 2024 laptop options for a data analyst/data engineer
@Soul93724 Жыл бұрын
best one i could find. tnk
@Alikhan-ee7bs2 жыл бұрын
Love your teaching i am computer science student
@Prubotics7 ай бұрын
Beautifully Explained!
@leonidas1477511 ай бұрын
Wow, great tutorial, thanks! I like taking notes on these while listening
@st10689 Жыл бұрын
The video was as beautiful as you. - Your new pythonista
@katbryce2 жыл бұрын
I recoded one of my projects from python lists to numpy recently and it brought the execution time down from about 25 minutes to less than a minute. Most of that minute is io operations in reading and writing the data to by database, the rest is probably one operation where I can't apply arithmetic directly to the array and I have to loop through each element individually, and I can't use multiprocessing or multithreading because I need the answer to the previous item as the starting point for the next item - at least for that individual section of data. I can split the data into about 15000 sections and work on individual sections in parallel. I am dealing with about 10 million rows of data each with 6 columns.
@Tobs_2 жыл бұрын
wow! that is quite an impressive sounding project 👍
@PythonSimplified2 жыл бұрын
This is awesome Katrina!! 😃 It demonstrates how selecting a good algorithm and implementing it with the right library is much more effective than upgrading computer hardware! We rarely think of how our data is being stored in memory when working with Python, but if we do - our software suddenly gets superpowers!!! 😄 I believe your comment will motivate many other folks to try and improve their code, good job!! 💪💪💪
@SAPsundar5 Жыл бұрын
Beautifully explained... thanks
@jameelabduljalil252 жыл бұрын
This is good!!. Would be great if you combine all videos of Numpy in a full single video.
@mdmehedifakir5978 Жыл бұрын
Lipstrick color is really deep.... You're naturally so beautiful! By the way... i like your teaching style.😍
@mackensonreginaldmichel3999 ай бұрын
Hello I really appreciate your videos, and more importantly, you have a good grasp of the thing. I would be glad if you made the videos about hardware and bits. Thank you in advance
@chrisogonas2 жыл бұрын
Well simplified, indeed. Good job, and thanks!
@PythonSimplified2 жыл бұрын
Thank you! 😊
@chrisogonas2 жыл бұрын
@@PythonSimplified Most welcome
@mmczhang2 жыл бұрын
I enjoyed the video. Very clear explanation and perfect pace. Thanks a lot!
@orlyenriqueapoloapolo70022 жыл бұрын
Thank you so much for your videos. Could you do a video in the future about how to manage arrays with more than 3 channels?. Hyperspectral images contains a lot of channels. It could be great and innovative include a video about this. Thanks in advance. The best channel I found here!!!!
@HabibMafia2 жыл бұрын
Thanks ❤️ this video .
@PythonSimplified2 жыл бұрын
You're absolutely welcome! enjoy! 😀
@ExcelTutorials1 Жыл бұрын
Thank you for the amazing tutorial, this is so helpful!!
@PythonSimplified Жыл бұрын
Thank you so much, Brandon! Super happy to help! 😀😀😀
@rikkilleen3169 Жыл бұрын
Great video. Great channel. Needs more caffeine addiction. 🤗
@Евгений-ф8н2э2 жыл бұрын
Great tutorial video! Thanks a lot!
@larifarycharis53122 жыл бұрын
I‘m impressed. Amayzing video, amazing explanations! From now on you will be my go to to understand Python. Thank you!
@TornadoElle_ Жыл бұрын
Youre way better than my uni teacher wtf 😂 he literally brushes over it, plus the lag time of learning to assignments. By the time the assignment is due the lectures will only brush on the topic 🙃
@Djzaamir2 жыл бұрын
The good thing about these matrix computation libraries is that, they follow a very familiar API design pattern, e.g if you are learning numpy then you will feel right at home while using pytorch as it derives a lot of the matrix computation functionality from Numpy.
@PythonSimplified2 жыл бұрын
I Absolutely agree, Aamir! Pytorch rocks!! 😀😀😀
@TheRedWon Жыл бұрын
This was a genuinely fantastic tutorial, thank you!
@JessWLStuart Жыл бұрын
I would love to watch a video on how different operating systems handle small data sizes!
@Antonio-lt1sp2 жыл бұрын
Awesome explanation, thanks a lot! Cheers from Brazil!
@rockymountainfacet59582 жыл бұрын
Just found your videos. Thanks for sharing your work.
@adishankardas2 жыл бұрын
Thanks a lot!
@Talel_kraiem Жыл бұрын
very beautiful explanation
@Nahzh-m1r7 ай бұрын
Amazing, the best tutorial ever ❤❤❤❤❤❤
@ReconCadre Жыл бұрын
love your videos! easy to understand..More power mam!
@eizou.inkomika Жыл бұрын
Thank you for this clearly explain video about numpy.
@easydatascience2508 Жыл бұрын
you can check my playlists, there are most of the lecture tutorials for Python and R, step by step, sequentially .
@demolazer2 жыл бұрын
Love this channel. Well explained and presented in an engaging way. I'm working on a program now with four small integer arrays, and I'm wondering whether using numpy arrays is of any real benefit. I'm only doing small scale analysis like avgs. Is there any reason not to?
@jamal.musa.elzein Жыл бұрын
Thank you for this tutorial, I am new to NumPy. I need to know all methods and how to use them. I am studying courser Machine learning
@Addistoday Жыл бұрын
i love your make up and sound as well!❤
@jeremynicoletti9060 Жыл бұрын
You're an excellent help as always- thanks
@guymerlindyangnou117 Жыл бұрын
Always amazing !
@typon12 жыл бұрын
that lipstick colour is next level
@jijie1332 жыл бұрын
Great video, beautiful teacher.
@mpicuser2 жыл бұрын
Thank you Marya for this video. Love it!
@rajishn Жыл бұрын
loved ur way of making things learn...... subscribed
@rahulkmail2 жыл бұрын
Nice examples and explained thoroughly.
@frenamakenson98448 ай бұрын
very great content, thank for sharing
@MrHirogamo2 жыл бұрын
И, да, спасибо за видео и прекрасную картинку. Приятно смотреть
@bolhasani2 жыл бұрын
Thanks for sharing. It was informative.
@udbhav37602 жыл бұрын
Yo simplified nice tutorial I want to ask you something about (array) why array is important in python ? I mean for what kind of work we use array and why don't we use list as compared to array?? 🥴 And what are the benifits to use array ? And what you like about array?("I'm kinda new in that thing!!! ;-) ") xD I need to learn more about array....
@vasylpavuk3912 жыл бұрын
Hello. There are several ways to use it. For example for improving the performance for tasks of linear algebra (matrix operations) or artificial intelligence
@udbhav37602 жыл бұрын
@@vasylpavuk391 thanks vasyl 🤝🙋♂️
@PythonSimplified2 жыл бұрын
Yo yo Udbhav! 😁 Lists are an abstract data structure in many programming languages (abstract = theoretical). They're simply defined as a collection of items. In order to implement them we usually have 2 options: 1. We can implement them as an array. (A collection of items OF THE SAME KIND). 2. We can implement them as a linked-list. Where we work with something called "pointers" to store where the item is located in memory (yes, it's just as complex as it sounds hahahaha 😅 that's why I try to avoid it whenever possible) Now the beauty of Python, is that it actually has the ability to implement lists! it can store different types of data on the exact same list, for example: my_list = ["apple", True, 1, 0.5, "cat"] This is not something we can do with c++ as lists cannot be implemented as is. So before we can store a collection of items in c++, we need to make sure that all the items have the exact same data type. Now, even though we have the ability to implement lists in Python - by doing so we waste a lot of memory resources. So our code runs - but it uses more memory than we potentially can use. By using arrays in Python, we solve this problem as we restrict the number of memory bits each array item can use. So if we are dealing with an array of boolean values, we can select the np.bool8 data type which only takes up 1 byte (8 bits). While by default, if we are not being specific with the data type - each of the array items would take up 64 or 32 bits - which is a HUGE waste of resources! 😃 Check out this video at 04:27 where I explain it a bit differently 😉 I hope it helps!
@vasylpavuk3912 жыл бұрын
@@PythonSimplified wow, длинное описание, надеюсь человек сможет понять и оценить :)
@udbhav37602 жыл бұрын
@@PythonSimplified thanks mariya you explain it well !! 🤜🤛👏
@alexau2282 жыл бұрын
Great tutorial! Thank you :)
@kennethnyongesa44235 ай бұрын
she is a genius!
@Tobs_2 жыл бұрын
awesome, some great info in this video, thanks for sharing 👍 I would love to see a simple video on bytes, word boundaries, threading, matrices transformations, photosynthesis, quantum computing and vertical platforms please.
@PythonSimplified2 жыл бұрын
I'm actually a big fan of photosynthesis, I live in the forest 🤣🤣🤣 matrix transformations though is gonna be in the upcoming NumPy operations tutorial, so very soon! 😁
@Tobs_2 жыл бұрын
@@PythonSimplified 😄 I was just happy it was Friday, got a bit excited, sorry 😃
@NiHaoMike642 жыл бұрын
Check out Kitty Yeung for quantum computing.
@Tobs_2 жыл бұрын
@@NiHaoMike64 thanks, I'll search for that.
@ammadurrahman5321 Жыл бұрын
great explaination....
@Alikhan-ee7bs2 жыл бұрын
I would like to learn from your tutorial as well teach more through practical apply your teaching way
@PythonSimplified2 жыл бұрын
Hi Ali! 😊 We will practice everything we learned in this tutorial in a very cool upcoming NumPy project! We'll try to replicate simple images by using our Numpy skills: we'll create 3 dimensional data structures, where the first channel stores intensity of red colours, the second channel intensity of Blue colours and the last one - Green. We will then convert the numeric data into an image file (using PILLOW or CV2, haven't decided yet) So we will have a visual example of what numbers mean in terms colours and images 😀 So definitely stay tunned! 😉
@Alikhan-ee7bs2 жыл бұрын
@@PythonSimplified I agree with you and time arrangement is important if I miss your tutorial I watch later upload more videos.
@tahasifahmed2407Ай бұрын
wonderfullt explained
@jeroenlapre10432 жыл бұрын
Very helpful. Thanks
@晓东林-v6z2 жыл бұрын
非常好的语言培训,期待完整的教程
@lerdi Жыл бұрын
8:01 Please dedicate an entire video to hardware and bits and all those technical stuff!
@nurhusseinnurhussein Жыл бұрын
i like when you said beautiful. 😄
@kopa19992 жыл бұрын
Hey Mariya! I was wondering if you are considering to do another video reviewing projects in the future
@PythonSimplified2 жыл бұрын
Maybe on the next code jam? not sure, time will tell 😀
@ASEBLACK Жыл бұрын
Love your teaching style ! and your beautiful! its a win win thank you
@aleksandarslozenjicin2511 Жыл бұрын
Beauuutiful! :D
@minkim25762 жыл бұрын
Thank you :)
@nurhusseinnurhussein Жыл бұрын
good jobb
@AZ993k2 жыл бұрын
Очень понятно, спасибо!
@LazyAlgoPro2 жыл бұрын
Waiting🥰
@eddiesito2 жыл бұрын
You are a fantastic teacher! I am glad I found you. I am having an issue and I do not understand why. I am pasting the code and for some reason I am getting a syntax error on the p in print: from_list= np.array([[1,2,3,4],[5,6,7,8]]) array_2d= np.array((np.arange (0,8,2), np.arange (1,8,2)) print(array_2d) can you what is wrong? Thank you!!!!!!!!!!
@PythonSimplified2 жыл бұрын
Thank you so much for the lovely feedback! 😃 from what I see here, it's just a tiny typo: remove the space in between np.arrange and (1,8,2) in array_2d and you're good to go! 😉
@eddiesito2 жыл бұрын
@@PythonSimplified Beautiful! Thank you! This is really hard sometimes and frustrating and I am usually not frustrated. I have so much to learn, but I am so glad to have you and some of the other great content creators. Honestly, I do tend do understand you more clearly than the others and it does not hurt that you are easy on the eyes. Hopefully that does not offend you. It is just much easier to stay engaged because I have to watch videos over and over again, so anything positive helps me stay the course. I am taking my MS in Data Science and a MBA while working FT. I watch the monotone lectures and watch your far more vivid videos, !they are truly a contrast. Thank you so much! GL and God Speed!
@PythonSimplified2 жыл бұрын
@@eddiesito Thank you so much Eddie! 😁😁😁 Best of luck on your exciting journey, it gets easier with time and practice - I promise! 😊 (and BTW it's very hard to be offended with compliments hahahaha women who have issues with that must be crazy 🤣🤣🤣)
@eddiesito2 жыл бұрын
@@PythonSimplified These days you just never know. I wanted to be honest and not detract from you obvious amazing talent, I am glad you responded well. Thank you!
@joesmuck30942 жыл бұрын
Drives me NUTS! Gotta have the library, but most of it is voodoo mysticism to me.
@Nomadically Жыл бұрын
Hi, new subscriber here -- please do a vid on the hardware/bits explanation if you haven't already! Really liking this channel more than some others on Python I've come across, your way of teaching concepts is straightforward, keep it up!
@serychristianrenaud2 жыл бұрын
Thanks
@TakinKhorasanchian4 ай бұрын
thank you
@absence94432 жыл бұрын
tbf numpy feels like a circumvention of pythons horrible dynamic versatility for the specific case of numerics, like a hollow connection to the power of more static languages such as C/C#/C++. Because there are more and more libraries trying to make Python more efficient by combining elements from other languages it becomes slightly messier and incomprehensible from a close to the operating system perspective. nywys nice insight/tutorial
@PythonSimplified2 жыл бұрын
NumPy is written in C, however I still find it to be very Pythonic and intuitive... I actually think it's a huge benefit rather than a disadvantage! 😀
@Andynv1002 жыл бұрын
Hi Maria, i've run out if array capacity, populating it from huge list of strings, and it throws me 'remote server disconnect error' when i try to print it to the console. Is there a way to work with big data in python? Some other lib maybe?
@aidenaiden71842 жыл бұрын
Hi marya i have a question about regex in python how can i get specific matched groups by using input function ?
@ragnarlothbrok3672 жыл бұрын
Your question does not make sense. Regex just needs a string or bytes to compare something and that's all, idk the role of input in all of this, you have to be more specific.
@PythonSimplified2 жыл бұрын
Could you please include an example of what you meant? How your input function look like or what are you trying to achieve? example: "find all the the entries that include uppercase letters" or any other condition we can use to understand your question because I don't think I got it... 😊
@EmmanuelAneni-o6m Жыл бұрын
Hello, what does the k stand for? thank you 🙂
@EmaMazzi762 жыл бұрын
Super 🤩
@cybersecurityexpert4772 жыл бұрын
I learnt python but don't where to use for loop while define classes objects and all other basic and advance things because I want to create a app but how to change code into a gui
@PythonSimplified2 жыл бұрын
I have a full playlist of GUI tutorials for beginners: ⭐ kzbin.info/aero/PLqXS1b2lRpYRVrpyN19e3vzLZfFoPLTRL I have a For Loops tutorial too: ⭐ kzbin.info/www/bejne/mnmkf31qoZuZraM As well as a bunch of OOP and classes tutorials: ⭐ kzbin.info/www/bejne/nGG3o4B-bthgjKc ⭐kzbin.info/www/bejne/Y33WppyMfLRgbpo ⭐ kzbin.info/www/bejne/bJSZf4yGn7SSqKs Everything you asked about can be found on my channel 😊
@anwarzebkhan2 жыл бұрын
Awesome.
@sea-sumatra69252 жыл бұрын
Which editor is best for python and how if I want to become python developer than what I have to do plz reply....
@richi12352 жыл бұрын
If you want to be a software developer you most likely will never be just a 'python developer'. Learn how to write clean code and learn how to solve problems in code. Start with small projects and work your way up to more complex ones. Read other peoples code and learn from it. Most importantly: Have fun doing it, otherwise, whats the point? 🙂
@sea-sumatra69252 жыл бұрын
@@richi1235 maybe be you right but I think which developer I make or app or web I confused which I choose for my better career or I choose game development I bit confused 😕 😅.....
@richi12352 жыл бұрын
@@sea-sumatra6925 well try things out and go for the thing that is the most enjoyable to you. if you learn the craft the right way you will probably be fine with either choice in terms of job opportunities.
@PythonSimplified2 жыл бұрын
I absolutely agree with @@richi1235 ! 😊 You can start with the basic programming concepts such as: variables, data types, control flow operations (for loops, while loops, conditional statements, functions) then move on with object oriented programming (classes) and then with external libraries (NumPy, Pandas, etc.) I have a really nice vlog where I explain my road map of learning Python, you can check it out here 😁: kzbin.info/www/bejne/rXeodGqMl7x1kNE Additionally, I recently had an interview on Eric Willsons' podcast, where we discuss this roadmap in more detail. Here's the community post where I shared it: kzbin.infoUgkxoKgTyBWEMjKrz6HIncB5uxmrQiWEGXu4 And the best part is, while you use Python to learn these programming concepts - you can actually apply them on almost any other programming language!!! I find that starting with Python is very easy and extra intuitive, but once you are comfortable with everything you've learned - switching to Javascript, C#, C++, etc will be incredibly simple! 😀😀😀 Best of luck on your programming journey! 💪💪💪
@sea-sumatra69252 жыл бұрын
@@PythonSimplified I choose python only but I want to go in game development what I have to do Thanks sister for your reply 😘 ❤.....
@Techn0man1ac2 жыл бұрын
Boolean - 0..255
@markhou2 жыл бұрын
Do you really need to learn numpy arrays if you know pandas well? Not sure I unde how they intersect. Thanks
@PythonSimplified2 жыл бұрын
NumPy deals with numeric data structures and mathematical operations, Pandas deals with organizing all kinds of data into tables, manipulating it and visualizing it. They can definitely intersect if you're working on a database full of numeric data, or if your plotting your arrays in a graph but otherwise - they have very different purposes so you can't really replace one with another 😀 Checkout my Pandas basics tutorial to see the difference: kzbin.info/www/bejne/sH-VeaiXa9R8f5I I hope it helps! 😁