Python Tutorial for Beginners 5: Dictionaries - Working with Key-Value Pairs

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  • เผยแพร่เมื่อ 16 พ.ค. 2017
  • In this Python Beginner Tutorial, we will begin learning about dictionaries. Dictionaries allow us to work with key-value pairs in Python. We will go over dictionary methods, how to add and remove values, and also how to loop through the key-value pairs. Let's get started.
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ความคิดเห็น • 837

  • @1cannon3
    @1cannon3 5 ปีที่แล้ว +792

    0:07 - Terminology
    0:14 - Key/Value pairs definition
    0:37 - First example (Student using a dictionary)
    0:45 - { }, Dict notation, curly braces,
    0:50 - adding elements
    1:32 - [ ] Square bracket access of the dict
    2:04 - Dict items can be many things, they’re not bound to one “type”
    2:14 - Keys can be any immutable data type
    2:24 - Example of an Integer being the key
    2:44 - Accessing a key that does not exist
    3:00 - Alternative to “throwing an error” if a key does not exist
    3:05 - Sometimes you will want to return None or a default value if key does not exist
    3:09 - .get( ) access of the dict
    3:30 - accessing a key that does not exist with the .get method as opposed to [ ] square bracket access
    3:40 - Specifying a default value for keys that do not exist
    4:01 - Adding a new entry to dictionary
    4:30 - Changing/updating values via key access
    5:02 - Changing/updating values via .update() method
    5:21 - .update() takes in a dict as an argument
    5:57 - Deleting a specific key and its value
    6:01 - Option 1 for deleting a key and value: del keyword
    6:26 - Option 2 for removing a key and value: .pop() method
    6:30 - Remember the .pop() method not only removes the item put pops it off or returns it to you
    6:35 - Therefore you can recover the popped item with a variable assignment
    7:07 - How to loop through all the keys and values
    7:13 - Finding out the number of keys in dict with len() function
    7:30 - Print all keys with .keys() method
    7:39 - Print all values with .values() method
    7:47 - Print both keys and values with .items() method
    8:07 - Looping is slightly different then lists because dicts are concerned with pairs (Key : Value)
    8:33 - How to loop through keys AND values

    • @dreamscapeai7
      @dreamscapeai7 4 ปีที่แล้ว +8

      Nice, this helps, thanks

    • @yesdone4993
      @yesdone4993 4 ปีที่แล้ว +4

      thank u

    • @MrXIndependent
      @MrXIndependent 4 ปีที่แล้ว +10

      God among men.

    • @andyn6053
      @andyn6053 4 ปีที่แล้ว

      How do you write a list with all the content with links like this?

    • @MrXIndependent
      @MrXIndependent 4 ปีที่แล้ว +5

      @@andyn6053 diligent note taking. and you make the links by typing the time like 1:02

  • @k8ysk8
    @k8ysk8 3 ปีที่แล้ว +238

    You are absolutely a lifesaver! My compsci prof is really smart, but absolutely terrible at explaining things efficiently. I understand more about dictionaries now after your 10-minute video than I previously did after my 3-hour lecture. Thank you so much, I will definitely be subscribing and donating to your patreon in the future! (once covid is over and I have a job again ):)

    • @majormac7814
      @majormac7814 2 ปีที่แล้ว +12

      most compsci profs ive noticed r too smart to teach newcomers

    • @master-oh6zn
      @master-oh6zn ปีที่แล้ว +6

      did you donate him

    • @m.night_shyamamalama_sama_kun
      @m.night_shyamamalama_sama_kun ปีที่แล้ว +6

      Fulfill thy promise and donate, my child.. or face the wrath of our comments

    • @soundrex9995
      @soundrex9995 ปีที่แล้ว +2

      Yea seems like a lot of teachers r like that
      I’ve noticed a lot of these ppl who know compsci say they were self taught so it’s not like a regular class that would have traditional methods of teaching

    • @umxltiii9796
      @umxltiii9796 7 หลายเดือนก่อน +1

      @@majormac7814 I would call it arrogance lol

  • @alecwilliams945
    @alecwilliams945 6 ปีที่แล้ว +22

    These tutorials are some of the best that I have seen out and cover a wide assortment of topics from Beginner to Advanced. Great Work Man!

  • @satyampriyadarshi6314
    @satyampriyadarshi6314 4 ปีที่แล้ว +48

    I'm applying for Masters in Data Science and I just want to say that by following your videos, I will be able to develop a strong base and maybe would be able to fulfil my dreams in a long run all the contribution goes to you Mr Corey Schafer I'm thankful to God that I found your channel.

    • @christ4ever809
      @christ4ever809 หลายเดือนก่อน

      Hello can you help me out? I am also pursuing MS in Data Science. Give me some valuable advice.

    • @r3ylow
      @r3ylow หลายเดือนก่อน

      @@christ4ever809 bro prolly died its been 4 years

    • @christ4ever809
      @christ4ever809 หลายเดือนก่อน

      @@r3ylow lol haha your funny man

    • @r3ylow
      @r3ylow หลายเดือนก่อน

      @@christ4ever809 oNLY IF IWERE A MAN 💔💔💔💔 LMAO

    • @christ4ever809
      @christ4ever809 หลายเดือนก่อน +1

      @@r3ylow uh oh. sorry babes :)

  • @goncalosd
    @goncalosd 4 ปีที่แล้ว +6

    What a Legend! Someone going out of his way just to make knowledge available to others... that is Special. Congratulations Corey, these videos are awesome !

  • @Ninja-iq2xt
    @Ninja-iq2xt 7 ปีที่แล้ว +17

    Glad to see you with totally refreshed Python Tutorials, Thank you so much Corey!

  • @sfs25c
    @sfs25c 6 ปีที่แล้ว +56

    I was struggling to learn Python.Even I took a course to learn Python.But I will Thumbs UP to you for explaining all the topic in such a easy.Your videos are the best.With each video, I am gaining confidence.

    • @coreyms
      @coreyms  6 ปีที่แล้ว +8

      Thanks! Glad you're learning and finding these helpful!

  • @brijeshsamal7035
    @brijeshsamal7035 3 ปีที่แล้ว +5

    I love Corey's videos, they're super simple and straight to the point, and explain everything very well.

  • @Vintagetube310
    @Vintagetube310 2 ปีที่แล้ว +2

    You literally explained lists and dictionaries in the simplest terms possible. Thank you so much, I don’t know why professors cannot be like this. You literally gave me more of a clear understanding with the logic and the syntax behind creating dictionary lists with keys and values, as opposed to how my professor does it. Thanks so much. I subscribed. Looking forward to more tutorials.

  • @androidynamit
    @androidynamit 3 ปีที่แล้ว +1

    This is hands down the most detailed tutorial series I ever had, Thank You, Corey!!

  • @effuseakay
    @effuseakay 5 ปีที่แล้ว +13

    WOW! that was clear, straight to the point, and perfectly explained!!! Thank you so much!

  • @inc0nsistentgent893
    @inc0nsistentgent893 8 หลายเดือนก่อน

    dude...this just explained so much to me in such little time. I have been scratching my head for a while over things and not really understanding some looping within these dictionaries, but your explanation makes so much more sense that its actually starting to come together. Thank you.

  • @raymondtan9112
    @raymondtan9112 5 ปีที่แล้ว +17

    Corey has the best Python tutorial in my 3 years of trying about everything

  • @swaantjuh
    @swaantjuh 4 ปีที่แล้ว +8

    This is the second time I looked up something about Python on youtube. This was so well explained that I wanted to sub, but apparantly you were also the guy who explained regexes like perfectly, therefore I already subbed.. Thanks for keeping programming fun!

  • @xxPingPangPow
    @xxPingPangPow 4 ปีที่แล้ว +8

    I already took a graduate course for intro level Python-- and your videos are honestly better! chugging through the beginner videos as a refresher and I cannot wait to jump into the more advanced topics. I feel so lucky for finding such a great resource-- and it was easy, your videos are so widely reccomended! Thank you for developing such an great and accessible course.

  • @mudhitkumar
    @mudhitkumar 4 ปีที่แล้ว +5

    Finally, I a feeling confident about programming, I have been trying from so many months just to learn the concepts I have given so many attempts before this as well. Just to memorize the concepts all the time. However, back in the time I found that stuff really difficult to remember. Now with these videos, I can learn how to code and it is really easy to memorize the concepts as well, the way you explain things, it is really awesome, I really appreciate your work.
    Thank you,
    Mudhit Kumar

  • @AmDsus2Fmaj7Am
    @AmDsus2Fmaj7Am 7 ปีที่แล้ว +96

    Just wanted to say you are awesome. Thanks for the videos.

  • @yadneshkhode3091
    @yadneshkhode3091 5 ปีที่แล้ว +24

    BEST TUTORIAL EVER!!!!!!!!!!!!! glad I found it recommending it to all my friends in college

  • @novicetech1
    @novicetech1 6 ปีที่แล้ว +256

    Thanks again. I actually thought I knew python dictionaries. Now I feel like Jon Snow. I know nothing. I could have saved a bunch on Udemy if I had found you first.

    • @MegaJohn144
      @MegaJohn144 5 ปีที่แล้ว +6

      I could say exactly the same thing.

    • @andyn6053
      @andyn6053 4 ปีที่แล้ว +3

      @@MegaJohn144 Udemy is crap

    • @bpkoiralaproductions6004
      @bpkoiralaproductions6004 4 ปีที่แล้ว +10

      @@andyn6053 Yes, Udemy sucks. It would be better and cheaper to just buy a book and read it!

    • @Ryan-fl2dz
      @Ryan-fl2dz 3 ปีที่แล้ว +3

      i'm glad i didnt use udemy so fast...

    • @JY0002
      @JY0002 ปีที่แล้ว

      JON SNOW LOL

  • @akmzahidulislam2764
    @akmzahidulislam2764 3 ปีที่แล้ว +1

    Shot and quick; yet covering all the important aspects of the topic.
    Many thanks.

  • @ataghabouli6254
    @ataghabouli6254 ปีที่แล้ว +3

    These were the tricky ones. I'm a python learner and I was stuck in one of my practice problems. Thanks for this great video Corey!

  • @MyTube4Utoo
    @MyTube4Utoo 6 ปีที่แล้ว +153

    Best Python tutorials on the planet!

    • @vinaynair1911
      @vinaynair1911 6 ปีที่แล้ว +1

      true

    • @KalvinPatel
      @KalvinPatel 6 ปีที่แล้ว +1

      how well do you know python now? I'm about to watch the next video after this dictionary one. Gonna continue on but just wondering has it benefited you yet?

    • @savitaprabhakar3010
      @savitaprabhakar3010 4 ปีที่แล้ว

      @@vinaynair1911 yeaaaaaa'

  • @Daverhan02
    @Daverhan02 5 ปีที่แล้ว +6

    These videos are very well designed! Thank you for your efforts of creating informative python videos!

  • @arthurivex2298
    @arthurivex2298 3 ปีที่แล้ว

    I am taking a class at my local College, and your videos are a great supplement to the topics in the class!!! Thank you!

  • @etc3redsox
    @etc3redsox 10 หลายเดือนก่อน +14

    Hey Corey, I know these videos are geared towards beginners like myself - and also a few years old at this point - but it would be helpful to explain how each concept in the tutorials are used in the real world, beyond just printing out values.
    Hopefully this makes sense! Thank you for the instruction - I appreciate your teaching style

    • @Nikhils_Gaming
      @Nikhils_Gaming 5 หลายเดือนก่อน

      He kinda does that... The code he used *could* be used in a program that calculates a student's grades or keeps track of them like google classroom. However, it was simplified for the video. Hope this helps

  • @shivrajsingh5559
    @shivrajsingh5559 3 ปีที่แล้ว +2

    These are the best article i have found. I completed python from other sources and someone referred me your pandas tutorial they are just awesome. After watching your pandas tutorial wants to again go through all these python tutorial.

  • @poroshatyazdanbakhshghahya9091
    @poroshatyazdanbakhshghahya9091 3 ปีที่แล้ว

    Thank you for the brief and concise dictionary tutorial.
    Looking forward to seeing more tutorials from you.

  • @Danieldrd
    @Danieldrd 5 ปีที่แล้ว +1

    I've been really enjoying and learning a lot from these videos. Thank you very much for doing this, it's really appreciated!

  • @pax61
    @pax61 6 ปีที่แล้ว +6

    The best, most clear and concise description I've found. Good job!

    • @engr.mubasharhanif
      @engr.mubasharhanif หลายเดือนก่อน

      hey, are you programmer or python expert now?

  • @gdorman619
    @gdorman619 5 ปีที่แล้ว +1

    You're a really good teacher. You make things so easy. Thank you for your videos.

  • @rheagalsim7497
    @rheagalsim7497 4 ปีที่แล้ว +1

    I've struggled to understand syntax but you've been very clear and explained the 'why' of what to type and functions to call perfectly. Thank you so much! I feel like i'm truly learning and getting it!

    • @coreyms
      @coreyms  4 ปีที่แล้ว +1

      Glad to hear that!

  • @mahshidpooladvand8502
    @mahshidpooladvand8502 4 หลายเดือนก่อน +2

    Mr. Schafer, I've never felt so close to learning these concepts after spending so many Python courses... I will be donating for sure.

  • @theaoh5237
    @theaoh5237 4 ปีที่แล้ว +1

    Sweet and simple breakdown. Very helpful. Thank Corey!

  • @valeriatapia1128
    @valeriatapia1128 2 ปีที่แล้ว +4

    Finally someone who explains this stuff in a much simpler and less confusing way. Thank you so much!

    • @engr.mubasharhanif
      @engr.mubasharhanif หลายเดือนก่อน

      hey, are you programmer or python expert now?

  • @glydon-w2w522
    @glydon-w2w522 6 ปีที่แล้ว +5

    I have made a notebook to write down the notes and key points . I dont have to suffer in my college learning basics . I can move forward to advance topics
    So grateful to you and your indepth
    Explanation

  • @expat2010
    @expat2010 3 ปีที่แล้ว

    Consistently the best and most efficient videos on every subject you cover!

  • @Aditya-ss1rq
    @Aditya-ss1rq 5 ปีที่แล้ว +11

    I dnt how this video ended on my recommended list but its great. Your tutorials are far better than paid tutorials. Subcribed to your channel., 👍

  • @patrickimoh
    @patrickimoh 3 ปีที่แล้ว

    Having studied the Python Institute PCAP course, I'm finding this very helpful and I am experiencing some topics that weren't touched, which are useful for data analysis. Stuffs like union, intersection and difference... I'll definitely be watching till the end and will watch all videos again... Thanks for this...

  • @raison991
    @raison991 ปีที่แล้ว

    Of all the Python videos tutorials you are the best. Very practical and clean concept and usage and fun in learning.

  • @artur2.043
    @artur2.043 ปีที่แล้ว

    Quick concise information. CLEAN. Thank you sir! Best I have found on youtube so far.

  • @meltedcheese1908
    @meltedcheese1908 6 ปีที่แล้ว +2

    I am glad that I found your channel. It is really going to be helpful, thanks mate!

  • @swatisrivastav5620
    @swatisrivastav5620 3 ปีที่แล้ว +6

    You are amazing, went through other platform courses, even paid ones, but your's is simply amazing. Thank you for existing 🙏. The way you explain every detail that too without letting us feel pressurized is so rare.🥺 Thanks a lot sir 🙏🙏

    • @vasudev16180
      @vasudev16180 3 ปีที่แล้ว

      Yes, He is. Thank You for praising my Guru! #KeepLearning

  • @spencerobrien3213
    @spencerobrien3213 5 ปีที่แล้ว +3

    Great Video to help me get a grasp on how dictionaries work! keep up the great work, you are a great instructor!!!

  • @AnkitSharma-um4ml
    @AnkitSharma-um4ml ปีที่แล้ว +7

    The 9 minutes of this tutorial is far better than the 1 hour tutorial I learned from Udemy . Thanks, Corey

  • @potsatamas4859
    @potsatamas4859 6 ปีที่แล้ว +13

    This courses are really helpful! Saves a LOT of time and money! Thank you very much!

    • @msrikavya9651
      @msrikavya9651 6 ปีที่แล้ว

      Pótsa Tamás in fact these videos are for learning but if need a certificate that u have a completed a course on python by writing the exams then u can't rely on them:)

    • @yadneshkhode3091
      @yadneshkhode3091 5 ปีที่แล้ว +3

      no one cares for certificates knowledge is everything

  • @islamalmsarrhad2152
    @islamalmsarrhad2152 7 หลายเดือนก่อน

    I've been learning Python for a while, and you are gifted. Many thanks

  • @gauravstud
    @gauravstud 5 ปีที่แล้ว

    Hey Corey!
    I love the way you cover the concepts in your video tutorials! Many thanks!
    Could you please cover the topic of OrderedDict and UserDict and Collections module in general.
    That would be very helpful

  • @mrmuranga
    @mrmuranga 6 ปีที่แล้ว +2

    very simple and nicely put....am a python enthusiast and everyone I learn something from your videos

  • @anshikapal6992
    @anshikapal6992 4 ปีที่แล้ว +11

    Man u should be python teacher a great teacher who can explain everything so easily after watching u r video i m having no doubts i m in 11th commerce 😅

  • @andyn6053
    @andyn6053 4 ปีที่แล้ว +1

    You have the best python tutorials on youtube without any doubt Corey!

  • @sanjayursal5330
    @sanjayursal5330 3 ปีที่แล้ว +1

    You have the gift of making it easy and interesting to learn. Thanks

  • @shivarammuthukumaraswamy7164
    @shivarammuthukumaraswamy7164 3 ปีที่แล้ว +2

    This is exactly what i was looking for. The best explanation ever.

  • @ahmednazih5686
    @ahmednazih5686 5 ปีที่แล้ว +4

    Okay You Sir are a legend! Thank you very much for these Tutorials. hands down best Python Tutorials on Internet

  • @wenyiwang7306
    @wenyiwang7306 5 ปีที่แล้ว +1

    I found this is sooooooo easy to understand.!!!The best tutorial for a beginner!

  • @kimpierce7825
    @kimpierce7825 2 ปีที่แล้ว +1

    You are saving all of my bacon. I didn't know anything about dictionaries before entering into grad school that assumed I was very familiar with them. This is everything. Thank you~~~

  • @sareng2005
    @sareng2005 4 ปีที่แล้ว +1

    wow, thank you. This video was very straight forward and easier than reading a book.

  • @yusufbabatundeahmed
    @yusufbabatundeahmed ปีที่แล้ว

    Thanks Corey. Your explanation is flawless!!

  • @andyn6053
    @andyn6053 5 ปีที่แล้ว +2

    Really great videos! You are way better than my university teacher in explaining things!

  • @suryanshpandey832
    @suryanshpandey832 5 ปีที่แล้ว +1

    thank you sir, your videos are of great help for people who can't afford expensive courses on various sites.
    so please keep making such good videos
    best of luck from INDIA

  • @laurayuan7035
    @laurayuan7035 6 ปีที่แล้ว +1

    Thank you! Your video makes my study much easier!

  • @Child0ne
    @Child0ne 2 ปีที่แล้ว

    i love your content i am definitely going to be hitting up your patron to support your hard work

  • @dhoomketu731
    @dhoomketu731 6 ปีที่แล้ว

    Corey, you are a brother from another mother. You make stuff really easy to understand.

  • @AdityaLakshmipathy
    @AdityaLakshmipathy 3 ปีที่แล้ว

    Excellent tutorials. Thank you Corey. Much appreciated.

  • @marlowemichaelson1366
    @marlowemichaelson1366 3 ปีที่แล้ว

    Between you and Mosh, I don't know of a better way to learn Python. Thank you so much.

  • @Faceglitch
    @Faceglitch 2 ปีที่แล้ว

    The most solid python tutorial I have ever seen. Thank you!

  • @driesdeketele9749
    @driesdeketele9749 5 ปีที่แล้ว +1

    Thank you man!! This will save my whole exam!!

  • @gauravgoyal6505
    @gauravgoyal6505 2 ปีที่แล้ว

    i never saw this such great work on youtube related to programming
    thank man

  • @maheshvenkat9956
    @maheshvenkat9956 4 ปีที่แล้ว +2

    This was a comprehensive and well explained video

  • @jameskiarie6923
    @jameskiarie6923 3 ปีที่แล้ว

    I stumbled upon this and I cannot thank you enough for such clear and awesome tutorials. Merry Xmas.

  • @palindrome8845
    @palindrome8845 4 ปีที่แล้ว +1

    Very good tutorial. Thanks to you, I now understand dictionaries better.

  • @Astrikification
    @Astrikification 6 ปีที่แล้ว +2

    Thanks! It's the best tutorial series on python

  • @alexanthony5642
    @alexanthony5642 4 ปีที่แล้ว +1

    Very good video that gave a well rounded overview and intro to dictionaries. I'm compsci senior and somehow dictionaries got past me. This was a good breakdown. Thank you!

  • @poppyseed9967
    @poppyseed9967 ปีที่แล้ว

    Very useful video and right to the point! This helped me complete my assignment, thank you!

  • @user-wn3eq6tq7o
    @user-wn3eq6tq7o ปีที่แล้ว +1

    Your videos are so amazing! Thank you for the effort you have put into these :D

  • @kaushilkundalia2197
    @kaushilkundalia2197 5 ปีที่แล้ว +1

    Sir, this is incredible ! Thank you so much !

  • @eduardopasseto2387
    @eduardopasseto2387 5 ปีที่แล้ว +1

    Many thanks! A great hug from Brazil!

  • @HackingIsDope
    @HackingIsDope 5 ปีที่แล้ว +1

    hey! great job man I would really appreciate if in the following vids you start covering the pratical uses of these codes in programming

  • @ericfarias7159
    @ericfarias7159 6 ปีที่แล้ว

    Its easy feel comfortable with the dictionary with this video. Thanks a lot!

  • @rogal_dorn5600
    @rogal_dorn5600 4 หลายเดือนก่อน +1

    Short and straight to the point. Nice vid m8

  • @user-wj7he9ff6k
    @user-wj7he9ff6k 4 หลายเดือนก่อน

    Thanks you Corey!
    Brilliant tutorials!

  • @cesar163005
    @cesar163005 5 ปีที่แล้ว +1

    You master the content and the teaching. Excellent videos. I was learning LPTHW but it is very confusing and in some instance frustrating. If I can, I will be donating something!

  • @Syncenator
    @Syncenator 2 ปีที่แล้ว

    Such a great video and explains it all much better than my teacher tries to in some complicated and confusing ways.

  • @Martin65252
    @Martin65252 5 ปีที่แล้ว +2

    This was really helpful. Thank you!

  • @MauriceWilliams
    @MauriceWilliams 3 ปีที่แล้ว

    Thank you Corey you are a great teacher I learned a lot from watching this tutorial.

  • @abdurahmanomoruyi7753
    @abdurahmanomoruyi7753 6 ปีที่แล้ว +1

    I love you corey. you really make my experience with python so much better

  • @zigirsbiz910
    @zigirsbiz910 ปีที่แล้ว

    very clear and simple guide
    Thank you!

  • @Nia-sk8qo
    @Nia-sk8qo 2 ปีที่แล้ว

    I really do feel comfortable with dictionaries now! Thanks a lot.

  • @sundarpandey3147
    @sundarpandey3147 4 ปีที่แล้ว +1

    Thanks for your time for creating such valuable tutorial.

  • @aguynamedjoe148
    @aguynamedjoe148 2 ปีที่แล้ว

    Im taking notes and this has helped alot, Thank you so much!!!

  • @Roboticdock
    @Roboticdock 5 ปีที่แล้ว +1

    Thanks Corey for your great video...very educational!

  • @muhammadbinzafar2216
    @muhammadbinzafar2216 5 ปีที่แล้ว +1

    Yes, the tutorials here are vastly better - really better.

  • @tanuj05
    @tanuj05 6 หลายเดือนก่อน

    Awesome video ! U r a natural teacher ! Loved it

  • @SadisticKillerXx
    @SadisticKillerXx 3 ปีที่แล้ว

    Thank you for these tutorials! You really are the best teacher I've found

  • @kahsHD215
    @kahsHD215 5 ปีที่แล้ว +1

    This was great. So easy to understand!

  • @jasondeb2678
    @jasondeb2678 3 ปีที่แล้ว

    I've TH-cam adblocker but I disable it when watch your channel and I don't skip the add so that you can earn the minimum for providing such an wonderful platform for us to learn

  • @sheikhspeare7262
    @sheikhspeare7262 4 ปีที่แล้ว +1

    Just from the start of the video I knew you sounded professional. I paused and cake to the comment section and saw a lot of these people learnt. I have just started to actually learn this all. Don’t know any of the languages. If I find this helpful I could probably donate.

  • @davidbolduc4378
    @davidbolduc4378 2 ปีที่แล้ว

    This video was the best 10 mins I have had in a while.

  • @emmanuelmasemola1014
    @emmanuelmasemola1014 ปีที่แล้ว

    These are the kind of channels that I subscribe to, very insightful

  • @taulguedi637
    @taulguedi637 2 ปีที่แล้ว

    Very well explained. All clear. Thank you, Sir.

  • @soumyazyx
    @soumyazyx 4 ปีที่แล้ว +2

    Thank you Corey for your time and effort. Keep spreading the knowledge.

    • @us-xf3kk
      @us-xf3kk 3 ปีที่แล้ว

      he will but you donate