Probability for Data Science & Machine Learning

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  • Опубліковано 23 гру 2024

КОМЕНТАРІ • 315

  • @derekbanas
    @derekbanas  4 роки тому +34

    TABLE OF CONTENTS
    00:00 Intro
    01:31 Probability Definitions
    01:44 Union
    02:12 Intersection
    02:39 Complement
    02:59 Conditional Probability
    04:30 Contingency Table
    04:48 Addition Rule
    05:40 Joint Probability
    06:00 Dependent vs. Independent
    06:45 Independent Events
    07:17 Mutually Exclusive Events
    07:44 Venn Diagrams
    08:39 Tree Diagrams
    09:48 Total Probability
    11:37 Bayes' Theorem
    14:09 Combinatorics
    14:22 Permutations
    15:46 Combinations
    16:57 Poker Probabilities
    19:26 Which to use?
    19:51 Variations
    20:30 Types of Variables
    21:00 Discrete Uniform Distribution
    21:05 Probability Mass
    22:03 Variance
    22:35 Relative Frequency Histogram
    22:44 Cumulative Distribution
    23:03 Expected Value
    24:00 Standard Deviation
    24:25 Normal Distribution
    25:35 Z Score
    26:53 Negative Z Score
    27:25 Reverse Z Score
    28:08 Confidence Intervals
    29:58 Binomial Probability
    31:35 Poisson Distribution
    32:55 Geometric Probability
    35:00 Central Limit Theorem
    35:26 Negative Binomial Probability
    36:15 Which to use?
    36:46 Negative Binomial Formula
    38:05 Hypergeometric Distribution
    40:58 Continuous Probability
    42:37 Continuous Probability Formula
    43:16 Exponential Distribution
    44:34 Exponential Formulas

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you for taking the time to tell me you appreciate the videos :) I'm very happy to be able to help so many people.

    • @nikolamn580
      @nikolamn580 4 роки тому +1

      Could you please make another tutorial like this one for Statistics, calculus and Linear algebra.
      They are also important to know as much as Probability.

    • @nhijaz
      @nhijaz 4 роки тому

      @@derekbanas can u make NIM Tutorial Next

    • @user-wb9ul7iv7e
      @user-wb9ul7iv7e 4 роки тому

      Do CSS.

    • @user-wb9ul7iv7e
      @user-wb9ul7iv7e 4 роки тому

      Another one.

  • @Adam-cn5ib
    @Adam-cn5ib 4 роки тому +59

    I love how you almost always upload whatever I'm currently learning. You're a true oracle :).

    • @derekbanas
      @derekbanas  4 роки тому +15

      That's interesting. I basically try to always make the videos everyone requests. It takes me a while to figure out how to present the info sometimes though.

    • @tomiwaadey
      @tomiwaadey 4 роки тому

      Same here. Thanks Derek 🙏🏾

    • @alextaylor7230
      @alextaylor7230 4 роки тому

      @@derekbanas I agree with Adam! Looking forward to the Stats video next!

    • @sarmadali3338
      @sarmadali3338 4 роки тому

      @@derekbanas Hi plz upload full video on machine learning

  • @Krazness
    @Krazness 4 роки тому +5

    Been following you for years, and your content has been consistently high quality. I used to hate/fear computer science, but because of your videos and other resources I grew to love it and I'm software engineer. Thank you for all that you've given our community

  • @Abbykk005
    @Abbykk005 4 роки тому +1

    King of king I must say Derek
    You are a Master educator a generous Man of passion ,patience knowledge and acumen
    I can say no other channel can match your content
    All my friends in stony brook and Gtech look upon your videos I find them great

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for the wonderful compliments! I greatly appreciate them!

  • @survannasow5232
    @survannasow5232 4 роки тому +24

    6:33 I think there is a mistake in
    P(A|B) = P(A) & P(B|A) = P(B) is to verify that it's independent, not as written in the slide.

    • @周肇熙
      @周肇熙 3 роки тому +8

      Besides, I think P(1 or 2 | ODD) should be 0.33 instead of 0.5.

  • @firstname4337
    @firstname4337 4 роки тому +6

    I really like this style of presentation -- straight forward, just the facts, no messing around
    if I didn't totally get the concept I can always just stop the video and go back
    thank you for this

    • @derekbanas
      @derekbanas  4 роки тому +2

      Thank you very much :) I do my best to be different

  • @parampalsingh3339
    @parampalsingh3339 4 роки тому +2

    You really bringing the content to a whole new level with like these. Thank you for this ML and Data Analytics Series! I'm also looking forward to the others you already made about Python, Numpy etc.....LEGEND

  • @undisclosedmusic4969
    @undisclosedmusic4969 4 роки тому +22

    Fantastic! Definitely would love a linear algebra, stats, calculus for ML! Also, Nim as a next programming language video? Thanks Derek!

    • @derekbanas
      @derekbanas  4 роки тому +25

      Thank you :) I'm planning to make a video like this for statistics, linear algebra and calculus. I had a blast making this even though it took forever

    • @bossgd100
      @bossgd100 4 роки тому +1

      @@derekbanas i cant wait !

    • @bossgd100
      @bossgd100 4 роки тому

      @@derekbanas you give the best explanation

    • @Abdulbuzdar1
      @Abdulbuzdar1 4 роки тому +1

      Waiting for other ML Maths videos. Thanks

    • @AAa-tn5rz
      @AAa-tn5rz 4 роки тому

      Please do so all the math courses needed for ML and Data Science. Thanks. Can't wait.

  • @johnmccrae2932
    @johnmccrae2932 4 роки тому +4

    Thank you so much Derek!
    Intellectual treasures like yourself are a miracle to both shameless nerds like me and people who cannot access books/proper education due to their financial situation. You are a legend 😎

    • @derekbanas
      @derekbanas  4 роки тому +6

      Thank you for taking the time to write such a nice message. I greatly appreciate it. I agree it is a shame that textbooks cost so much. I'm lucky that I stumbled across this system where the people that watch my videos can fund my purchase of text books which allow me to make more videos. Some times the world just works out nicely for everyone :)

  • @sak89461
    @sak89461 3 роки тому +2

    @Derek Banas is the calculation for the combinations at 37:18 correct? shouldn't it be 9C2 instead of 10C3?

    • @sak89461
      @sak89461 3 роки тому +1

      I also believe it shouldnt be calculated as combination with repitition.

  • @JitheshChandrasekharan
    @JitheshChandrasekharan 4 роки тому

    Derek ! This is a great initiative in the new AI world. Most people are struggling with real math behind the scenes. So Stat, Linear Algebra and Calculus will be a great blessing for a vast number of developers who are not able to approach AI because of lack of Math basics !!! Thanks !

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you very much :) Yes I agree that for some reason the math behind ML isn't coupled with most every ML tutorial I see online.

  • @2271masoud
    @2271masoud 4 роки тому +1

    amazing tutorial Derek. keep this machine learning series up! Thanks

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) More are coming

  • @zawzawz88
    @zawzawz88 4 роки тому +1

    I just recently started on machine learning myself, so this video was very well timed for me. Thanks for making this! It’s well put together and extremely useful. Looking forward to stats and linear algebra!

    • @derekbanas
      @derekbanas  4 роки тому

      I’m very happy to help :) the rest of the maths are coming soon

  • @GobblowGalaxyGamer
    @GobblowGalaxyGamer 4 роки тому

    YES! I've been wanting a machine learning video from you for so long.

    • @derekbanas
      @derekbanas  4 роки тому

      Here it is. I want it to provide a complete understanding of ML

  • @enoughmuskspam2490
    @enoughmuskspam2490 4 роки тому +1

    YES! more math tutorial please Derek there isn't anything similar on youtube unlike programming vids

    • @derekbanas
      @derekbanas  4 роки тому

      More are coming :) I'll do my best to make math tutorials that are fun and different

  • @vladpuha
    @vladpuha 4 роки тому +1

    Finally! Thank you soo much!!! Now I will be following your courses on ML.. I been waiting for them for some time. Yaaayyy!

    • @derekbanas
      @derekbanas  4 роки тому

      I'm very happy that you are excited for them :)

  • @muditchoraria9241
    @muditchoraria9241 4 роки тому

    Thank you so much Derek. I think whenever I think of a topic, it's your channel that I refer to. Crisp and precise. Keep on adding new topics.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for the compliment :) I love sharing what I'm interested in with everyone

  • @stephene706
    @stephene706 4 роки тому

    You have no idea how long I’ve been waiting for math related machine learning content from you, you are a life saver sir. Please do more on linear algebra and calc!

    • @derekbanas
      @derekbanas  4 роки тому +2

      I'm happy to hear that :) I'll do my best to cover all of them with the best of my ability

  • @okotpascal
    @okotpascal 2 роки тому

    I have just subscribed and learnt about this channel today and WOW, So much awesome learning material for Data Science... I hope to learn a lot from here, Thanks for the videos. They are well detailed and easy to understand for new students

    • @derekbanas
      @derekbanas  2 роки тому

      Thank you very much :) I hope you enjoy learning

  • @lyricsmint567
    @lyricsmint567 4 роки тому

    Great video Derek ❤️ I like the way you explain things probably the best explaination on UA-cam. As they say if something is hard to grasp. A teacher should mold it to the level of students. You did this in best way..

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for the wonderful compliment :) I appreciate it!!!

  • @yruri6459
    @yruri6459 4 роки тому +1

    Big thanks! Didn't expect it, so happily surprised. Please also make videos on statistics, linear algebra, calculus, and other ML related videos.

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) I'm covering everything you requested next

  • @siddhantdubey1848
    @siddhantdubey1848 3 роки тому

    Arguably the best video for probability.

  • @usamahussain4461
    @usamahussain4461 4 роки тому

    oh Mr. Derek, awesome... I was looking for this and i want to persue Machine Learning but unfortunately i did not have a credible teacher of Probability and Statistics (although it is interesting). I was searching on Udemy etc. but now this curse could well be over! Thanks sir!

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) I hope you find my videos useful. I'll do my best to cover everything about ML

    • @usamahussain4461
      @usamahussain4461 4 роки тому

      @@derekbanas sounds great :)
      Looking forward to it (Y)

  • @RameenFallschirmjager
    @RameenFallschirmjager 4 роки тому

    Derek, you are the heavy weight champion of youtube instructors!

    • @derekbanas
      @derekbanas  4 роки тому

      You're very kind :) Thank you

  • @karuzhen6505
    @karuzhen6505 4 роки тому

    I can't believe you actually did this. I'm so excited. Thank you so much.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) I'm very happy that so many people are excited!

  • @mkall
    @mkall 4 роки тому

    omg, i always hated probabilites because i cannot wrap my head around it. i managed to dodge it through high school and engineering school but always felt like i have to come back to it. since i think your videos pack a lot of knowledge i have confidence that i will finally overcome this challenge.

    • @derekbanas
      @derekbanas  4 роки тому +1

      I'm certain you can understand probabilities. Just make a chart that says when to use which formula. Then list the formulas. I cover all of that in one video which I hope helps

    • @mkall
      @mkall 4 роки тому

      @@derekbanas tbh i i didnt put the effort to understand the basic stuff so when it was time for harder probabilites and statistics i was completely lost. now with your video your explanation is very concise i understand it a lot better. i kept notes of all the definitions and formulas so that i can have them ready when i need them and also be sure that they will stick in my head.

  • @saiavula2840
    @saiavula2840 4 роки тому +2

    At 06:10 , I think you switched the equation for Probabilities of dependent variables with independent ones.
    P( A|B ) = P (A n B) / P (B) => P (A n B) = P( A|B ) * P (B)
    Now if events are dependent P(A n B) != P(A) * P(B) ( = only when independent )
    Which implies P( A|B ) != P(A)
    P( A|B ) = P(A) and vice-versa only when variables are independent.

  • @hrsight
    @hrsight 3 роки тому

    Absolutely best video. Thank you Derek.

  • @jlitodelcid326
    @jlitodelcid326 4 роки тому +1

    Amazing video, Derek. Your content is always interesting and useful.

  • @arunavnanda7
    @arunavnanda7 4 роки тому

    This is fantastic! Glad you threw some light on topics like probability!

    • @derekbanas
      @derekbanas  4 роки тому

      I love math and I'm extremely happy that so many people are excited as well :)

  • @vivek3861
    @vivek3861 4 роки тому

    Are you being a mind reader sir .....
    You uploaded when it was needed the most....😃 Thanks.

    • @derekbanas
      @derekbanas  4 роки тому

      I'm very happy that I could help you explore probably the most important topic of our lifetime. I'll do my best to make the journey helpful

  • @AbdulSamadDev
    @AbdulSamadDev 4 роки тому +1

    This is awesome! 🔥
    Thanks Derek

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) More are coming

  • @brainskull98
    @brainskull98 4 роки тому +1

    Amazing. Looking forward to more math tutorials. Would love calculus and stats.

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) Statistics and calculus are next

  • @philipq6906
    @philipq6906 4 роки тому

    Hi i find the expression in 12:50 \Sigma P(A)*P(B|A) rather confusing which does not lead to the expand expression. Is that a precise one?

  • @AKSHAYKumar-gd7uq
    @AKSHAYKumar-gd7uq Рік тому

    It seems that At 18:17 there is a calculation mistake where 4 x 12 x 13 x 4 = 2496 whereas there it 624 not considering x4

  • @jesseduffield9516
    @jesseduffield9516 4 роки тому

    Amazing video. I love how despite the time constraint to fit everything into one video you still speak at a steady pace

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you very much :) I did my best to move quickly, but still stay understandable

  • @andreazecchi812
    @andreazecchi812 4 роки тому

    Another great job! Well done Derek! Always excellent! Greetings from Rome, in Italy! Thanks so much, my friend! 💯💯💯💯

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) I'm very happy that you found it useful. I would love to visit Rome some day.

    • @andreazecchi812
      @andreazecchi812 4 роки тому

      @@derekbanas you're welcome, undoubtely👍🙂

  • @jonathanmoore5619
    @jonathanmoore5619 4 роки тому

    Keep going... LA, calculus... etc Super idea. Thanks for sharing. Great job.

    • @derekbanas
      @derekbanas  4 роки тому

      All of the above are coming. I'll try to upload a new one everyday until I've covered all the maths

    • @jonathanmoore5619
      @jonathanmoore5619 4 роки тому

      @@derekbanas thanks Derek. Very useful and very well delivered.

  • @brandonwilson5636
    @brandonwilson5636 4 роки тому

    I'm taking a statistics course over the Summer. This couldn't have come at a better time.

    • @derekbanas
      @derekbanas  4 роки тому

      I'll cover statistics next :)

  • @mjcgreatness
    @mjcgreatness 4 роки тому

    YES to the other ML math videos. THANK YOU!

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) More are coming

  • @RP-mp4ow
    @RP-mp4ow 4 роки тому

    Thanks for getting into ML, Derek! You’re the best!

    • @derekbanas
      @derekbanas  4 роки тому +2

      Sorry it took so long. I have been working on a way to be completely different from what everyone else is doing. In the end I hope it is a complete useful course on ML.

  • @santhoshjain
    @santhoshjain 4 роки тому

    Your learn in one video helped me to get started with Kotlin faster. These learn in one video are very helpful. Thanks Buddy 👍🏼

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you very much :) I'm very happy that you find them useful.

  • @outside8312
    @outside8312 4 роки тому +1

    This is exactly what I need right now! 😍

    • @derekbanas
      @derekbanas  4 роки тому +1

      I'm happy I could help :) I spent a ton of time on it to make it as useful as possible.

  • @theelectronicsengineeringg7362
    @theelectronicsengineeringg7362 4 роки тому

    Probability well explained ..Thank you Derek for the Video

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you very much :) Statistics is next

  • @yannkuh7161
    @yannkuh7161 4 роки тому +1

    Yes please, more math!

    • @derekbanas
      @derekbanas  4 роки тому +1

      More is coming :) Happy you liked it

  • @tyharness2527
    @tyharness2527 4 роки тому

    Thank You- you're the goto man for home schooling.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for the nice compliment :)

  • @sharukhrahman7925
    @sharukhrahman7925 4 роки тому

    wow im looking forwardd for the video series!!!

    • @derekbanas
      @derekbanas  4 роки тому +1

      That's great! I'll upload them as soon as possible.

  • @inahagi3010
    @inahagi3010 4 роки тому

    Gentleman, we are waiting for your Statistics Linear Algebra, calculus & Algorithms courses.
    Much love from Mogadishu-Somalia.

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) I'm working on it now. I'll do my best to make sure it covers everything and includes good examples that help explain everything.

    • @derekbanas
      @derekbanas  4 роки тому

      It is my pleasure to help in any way that I can. I wish you good health as well :)

  • @AnilAgiral
    @AnilAgiral 4 роки тому +1

    Hi Derek! How did you study this entire book? Do you take notes while you study? Thank you.

    • @derekbanas
      @derekbanas  4 роки тому

      Hi Anil, Absolutely I take a ton of notes. I use Good Notes if you are wondering. I actually study from multiple sources to make sure that I cover everything.

  • @dystopian_1
    @dystopian_1 3 роки тому

    Please do videos on Linear Algebra and Calculus for Machine Learning. For a guy like me who has always struggled in Math in entire life will desperately need your tutorial to shine in DS/ML/AI... Please do that.

    • @derekbanas
      @derekbanas  3 роки тому

      Here are 30 videos on Linear Algebra. You actually don't need much knowledge in calculus for data science and machine learning, but linear algebra is a must ua-cam.com/play/PLGLfVvz_LVvQNOt6xlugFm3LmTYo5g_7i.html

  • @mostafaahmadi4998
    @mostafaahmadi4998 4 роки тому

    You are incredible. That's all I can say.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) Happy I could help

  • @andrealcantara1437
    @andrealcantara1437 2 роки тому

    This is awesome!

    • @derekbanas
      @derekbanas  2 роки тому +1

      Thank you for taking the time to tell me :) I'm happy I could help

  • @Gyro50
    @Gyro50 4 роки тому +1

    Thank you for your efforts.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for watching my videos :)

  • @NubPaws
    @NubPaws 4 роки тому +1

    Dear Derek, I just wanted to say thank you. I've started watching your videos in 2014 when I needed someone to teach me Java since my school refused to do so. Thanks to you I knew more of the language and in general I was able to understand more complex ideas.
    I have just started a class to prepare me for University. One of the courses we have in that class is Geometry and the teacher started by teaching us Group Theory. I enjoy that subject a lot and I was wondering. Wouldn't it be wiser to teach that first a bit more in depth rather than skimming over it in a minute or so in this video?
    All in all I enjoy your videos a lot and I watch them even if I am not interested in the subject you are teaching. It is very nice to know that for what I am currently studying I have a video of yours to refer to if I can't understand the lectures.

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you for taking the time to tell me you liked the video. Believe me I'm not completely done with probability. I'll bring it up when I cover statistics which is my next video. I'll definitely cover more on combinatorial group theory as well.

  • @gokusaiyan1128
    @gokusaiyan1128 4 роки тому

    Continue the series like you said in beginning of the video. There are very few resources that actually go into the math

    • @derekbanas
      @derekbanas  4 роки тому +1

      I'm working on the Statistics in One video now. I'll upload it as soon as possible.

    • @gokusaiyan1128
      @gokusaiyan1128 4 роки тому

      @@derekbanas you are best Derek :)

  • @alanpatterson1793
    @alanpatterson1793 4 роки тому +1

    Pls do all courses you suggested at start, would be amazing! Ty

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) I most definitely will

  • @joaovictorrocha6128
    @joaovictorrocha6128 4 роки тому

    Derek, what an amazing video. Do part 2, including statistical and linear algebra, hugs from a brazil fan S2

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) Statistics and all the rest are coming next

  • @0mdshuvo0
    @0mdshuvo0 4 роки тому

    you're awesome, really love you
    please continue uploading more contents like this 💓

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) Statistics, Linear Algebra and Calculus are next

    • @0mdshuvo0
      @0mdshuvo0 4 роки тому

      @@derekbanas we all are waiting excitingly

  • @TheCoder1415
    @TheCoder1415 4 роки тому

    A video like this on discrete mathematics would be awesome!

    • @derekbanas
      @derekbanas  4 роки тому +1

      I would definitely be willing to do that.

  • @vtmn2010
    @vtmn2010 4 роки тому

    Thanks for quality content. You're doing an outstanding job!

  • @MrNathanperez
    @MrNathanperez 4 роки тому

    Thank you so much for this, and yes, if you can, please make more of these types of videos.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) Yes all the complex maths are going to be covered next

  • @pandeydevanshu
    @pandeydevanshu 4 роки тому

    Thank you! 😃 Looking forward to more tutorials in machine learning.

    • @derekbanas
      @derekbanas  4 роки тому +3

      I'm going to completely devote my channel to machine learning and data analytics since they are the 2 most in demand jobs in the world

  • @81NARY
    @81NARY 4 роки тому

    Love it! Please make moreeeeeeeeee...
    Btw, perfect timing and thank you!

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) Many more are coming

    • @81NARY
      @81NARY 4 роки тому

      @@derekbanas I'll be waiting! 👍

  • @ahmedabdelhameed6584
    @ahmedabdelhameed6584 2 роки тому

    At 3:37, Based on the discussion, P (A n B) = 1/6 which is the same as P (A) Can you please explain that?. Also in the next example, I think A = woman who exercises is not correct. The correct thing should be A n B = woman who exercises.

  • @spquest2386
    @spquest2386 4 роки тому

    Your videos are too good. Please make more videos on math of machine learning..😀

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) Many more are coming

  • @inaciopaiva1536
    @inaciopaiva1536 4 роки тому

    just what I needed, thank you

  • @jansar4234
    @jansar4234 4 роки тому +1

    Greatt derek banas, do more please

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) A learn in one for all the complicated maths is coming next

  • @ighsight
    @ighsight 2 роки тому

    Just LOL, I don't know why I didn't check Banas first for this. I got like 5 10 hour statistics playlists in tabs as I prep to get into ML and he's got it covered in 2 45 minuted videos.

    • @derekbanas
      @derekbanas  2 роки тому

      Thank you :) I'm doing my best to make this a one stop shop

  • @ErikCohenDev
    @ErikCohenDev 4 роки тому +1

    Very interested in this machine learning math series

    • @derekbanas
      @derekbanas  4 роки тому +2

      I've been wanting to make it for a while. I hope everyone finds it useful

  • @rishidixit7939
    @rishidixit7939 25 днів тому

    Does anyone have any videos explaining Bayesian Probability the type used in Variational Autoencoders , Naive Bayes etc.
    I am struggling a lot with that and having a hard time in understanding the mathematical notation in research papers. Any help will be appreciated

  • @rupammondal1037
    @rupammondal1037 4 роки тому +1

    yes please !! cover all the topics..

    • @derekbanas
      @derekbanas  4 роки тому +1

      I'll cover all the complex maths next

  • @sankalpthakur9619
    @sankalpthakur9619 4 роки тому

    Eagerly waiting for statistics! It would tie up all the remaining concepts.

    • @derekbanas
      @derekbanas  4 роки тому

      Statistics is coming next. Click the notification bell if you want to find it. UA-cam doesn't seem to like me anymore.

  • @wsteve
    @wsteve 4 роки тому

    18:25 , that 4 of a kind, 4x13x12x4 != 624 !!!!!!

  • @alexanderbeliaev5244
    @alexanderbeliaev5244 4 роки тому

    Good video, the eternal thing, computer languages will become obsolete , but this will always be useful.

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) Yes I decided it was time to change it up

  • @Jandoesrun
    @Jandoesrun 3 роки тому

    Hi! I'm getting really confused right now. Because I was always taught to use without repetition for probability distributions.
    So for What is the probability of getting 6 heads, when you toss a coin 10 times?
    Is this going to be with or without repetition 10C6? Please answer 🙏🙏

  • @oliverf2924
    @oliverf2924 3 роки тому

    I would appreciate if for more advanced formulas you would discuss why the formula looks the way it looks

  • @bdtoasta872
    @bdtoasta872 4 роки тому

    you are doing the work of god and for that many of us viewers thank you!

    • @derekbanas
      @derekbanas  4 роки тому

      It is my pleasure to be of help :) I'm happy so many people are enjoying the videos.

  • @arjunkashyap8896
    @arjunkashyap8896 4 роки тому

    Hey Derek.. Love your tutorials.. Please do statistics and algebra...

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you :) I'll be covering statistics, linear algebra and calculus 1, 2, and 3 next

  • @rushikeshgandhmal
    @rushikeshgandhmal 4 роки тому

    Hello sir with lot of respect and love ❤️
    I urge you to make videos on Linear algebra , statistics , and all math needed for ML , one request please make videos in depth knowledge, I mean explain each parts !! 🙏
    We all really really appreciate your efforts ❤️🙏 Thank you so much!!

    • @derekbanas
      @derekbanas  4 роки тому +1

      I definitely plan on covering all of the above. I'll explain every piece of knowledge and then provide a real world example for each. I hope it helps

    • @rushikeshgandhmal
      @rushikeshgandhmal 4 роки тому

      @@derekbanas Lot more than will help !! Thank you , Have a very nice day !❤️

  • @piyushtalele3594
    @piyushtalele3594 4 роки тому

    Awesome video.. really waiting for your videos on statistics, liner algebra and calculas 🤘🏻🤘🏻🤘🏻🤘🏻🤘🏻

    • @derekbanas
      @derekbanas  4 роки тому +1

      Thank you very much :) All 3 of the above are coming next.

  • @dietmarzwilling4205
    @dietmarzwilling4205 4 роки тому

    Super gemacht!

  • @abdullahnawaz6242
    @abdullahnawaz6242 4 роки тому

    HOWW?!?!? Exactly what i needed

    • @derekbanas
      @derekbanas  4 роки тому +1

      That's Great!!! I did my best to cover everything and provide examples for everything as well. It is intense, but if you take notes you should understand Probability by the end.

    • @abdullahnawaz6242
      @abdullahnawaz6242 4 роки тому

      @@derekbanasI really appreciate it :')

  • @edilsonrj
    @edilsonrj 4 роки тому

    You are just great!

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you for the nice compliment :)

  • @amankaushik5833
    @amankaushik5833 4 роки тому

    I am going to put "Trained by Derek Banas" on my resume and get all the jobs!

    • @derekbanas
      @derekbanas  4 роки тому

      That's funny :) Actually I'm amazed, but a lot of universities either show or recommend my videos.

    • @amankaushik5833
      @amankaushik5833 4 роки тому

      @@derekbanas please make a video on TensorFlow which is related to machine learning and uses python, or flutter and maybe an android studio advanced tutorial :) because your videos really help a lot. God Bless you for all the efforts you put in making these videos!!

  • @ramireddyvarun26
    @ramireddyvarun26 3 роки тому

    Hello Derek, I hope this note finds you well. Could you please provide a link to your calculus video? I am unable to source it. Edit: Apologies, I meant Calculus rather than precalculus.
    Thank you very much for your amazing content 😌

    • @derekbanas
      @derekbanas  3 роки тому +1

      Thank you very much :) Sorry, but I haven’t made one yet. I didn’t realize people liked those videos. I made them for a local school during the lockdown.

    • @ramireddyvarun26
      @ramireddyvarun26 3 роки тому

      @@derekbanas Hello Derek, These videos are certainly very popular! :) Thank you for doing them.

  • @wexoriann
    @wexoriann 4 роки тому

    I love your videos, keep it up . P.S Waiting for another crotchet video :)

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) I’d love to make more crochet videos

  • @AnotherVGP
    @AnotherVGP 4 роки тому

    Derek "absolutely fuckin' bananas" Banas strikes again

    • @derekbanas
      @derekbanas  4 роки тому

      That's funny :) I try to constantly out do myself

  • @nishadhsingh4059
    @nishadhsingh4059 4 роки тому +1

    Tutorial on zettelkasten method?

  • @protocolkhan3501
    @protocolkhan3501 4 роки тому

    Hey derek....
    is your java playlist enough to learn java for android developement???

    • @derekbanas
      @derekbanas  4 роки тому

      Most definitely. All you need are parts 1 - 19 and skip parts 8 and 10

  • @josefkurk1492
    @josefkurk1492 4 роки тому

    Fantastic:) rewelacja!:)

  • @adithyasherwood7159
    @adithyasherwood7159 4 роки тому

    Could you make a applied machine learning tutorial by using scikit learn or deep learning using tensorflow or keras? if yes, please make it!

    • @derekbanas
      @derekbanas  4 роки тому

      I'll get there, but I want to take a different approach and explain how those algorithms work

    • @adithyasherwood7159
      @adithyasherwood7159 4 роки тому

      @@derekbanas OK, thanks!

  • @subramanianchenniappan4059
    @subramanianchenniappan4059 4 роки тому

    Wow. U have put video on this as well 🙏🙏🙏

    • @derekbanas
      @derekbanas  4 роки тому

      Happy you liked it :) My goal is to make a video on just about everything

  • @jjneojiajun
    @jjneojiajun 4 роки тому

    Please do the other mathematics for Machine Learning like you mentioned at the start! :D

  • @joedhoe
    @joedhoe 4 роки тому +1

    In the poker probability, if you pick all 4 suits of the value you want 4 of a kind of then you don’t need to multiply by 4. There are 13 ways to pick all the 4 suits of the same value. The result is 13 X 12 X 4 = 624 so the result is correct but you multiplied by an extra 4 making your result 2496.

    • @derekbanas
      @derekbanas  4 роки тому

      Sorry for the typo

    • @joedhoe
      @joedhoe 4 роки тому +1

      @@derekbanas It's ok, I love the format, please keep these videos coming!

    • @noentiendo158
      @noentiendo158 2 роки тому

      I was wondering why the first number 4, I also knew the result should be 624, but I didn't verify the multiplication. Thank you!

  • @KevinTempelx
    @KevinTempelx 4 роки тому

    Thanks!

  • @mikezamayias
    @mikezamayias 4 роки тому

    If you could one video on linear algebra, it would be awesome. Of course in addition to statistics and calculus. Hehe

    • @derekbanas
      @derekbanas  4 роки тому

      I'll do my best to deliver awesome 3 times very soon :)

  • @shamirgeorge
    @shamirgeorge 4 роки тому

    Awesome!

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) More are coming

  • @pinklady7184
    @pinklady7184 4 роки тому

    Thanks. *YOO DA BEST!*

  • @didierleprince6106
    @didierleprince6106 4 роки тому

    Very interesting. Merci

    • @derekbanas
      @derekbanas  4 роки тому

      The goal is to cover everything about data science and machine learning by the end of the year

  • @mokhtarkhelalfa8798
    @mokhtarkhelalfa8798 4 роки тому

    thank you very much!!!!

    • @derekbanas
      @derekbanas  4 роки тому

      Thank you :) I'm happy you enjoyed it