#39 Bayes Theorem - With Proof & Example |ML|

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  • Опубліковано 8 лют 2025
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КОМЕНТАРІ • 113

  • @srinumenao2119
    @srinumenao2119 3 роки тому +3

    I see this theorem now and i no need any practice thank you my exam in with in 20 mins thanks a lot mam... Thanks 🙏🙏🌹🌹

  • @krupateena9731
    @krupateena9731 3 роки тому +28

    Thank you for your lectures mam they are really helpful to prepare for sem exam....Hope you will be posting videos on unit 3,4,5 also. we have ML exam on 24 aug (JNTUH) syllabus

  • @blenyosef412
    @blenyosef412 2 роки тому +5

    You are absolutely good teacher I like to watch your videos 🥰🥰🥰🥰🥰

  • @harshavardhanraj3028
    @harshavardhanraj3028 Рік тому +1

    Thank you so much you have explained the equations in a very simple way.

  • @swapnilwahatule6379
    @swapnilwahatule6379 Рік тому +4

    Thank you so much Mam for such a great explanation of all the concepts.. ✨🙌🏻🙏

  • @subhaashiniv2064
    @subhaashiniv2064 2 роки тому +4

    You are amazing 💖

  • @-MaheshKandhi
    @-MaheshKandhi 3 роки тому +1

    Tq mam mee valle iroju e ans attempt chesa🙏

  • @HerHappyTeachings7717
    @HerHappyTeachings7717 2 роки тому +8

    Your explanation is just fabulous!!

  • @DharmeshTomarbtech
    @DharmeshTomarbtech 2 місяці тому +1

    UNIT - IV
    Introduction to Cluster Analysis and Clustering Methods: The Clustering Task and the Requirements for
    Cluster Analysis , Overview of Some Basic Clustering Methods:-, k-Medoids Clustering,
    Density-Based Clustering: DBSCAN - Density-Based Clustering Based on Connected Regions with High Density,
    Gaussian Mixture Model algorithm , Balance Iterative Reducing and Clustering using Hierarchies (BIRCH) ,
    Affinity Propagation clustering algorithm,Mean-Shift clustering algorithm, ordering Points to Identify the
    Clustering Structure (OPTICS) algorithm, Agglomerative Hierarchy clustering algorithm, Divisive Hierarchical ,
    Measuring Clustering Goodness
    Classification Model Evaluation and Selection: Sensitivity, Specificity, Positive Predictive Value, Negative
    Predictive Value, Lift Curves and Gain Curves, ROC Curves, Misclassification Cost Adjustment to Reflect Real-
    World Concerns, Decision Cost/Benefit Analysis

  • @kadavathvenkatesh820
    @kadavathvenkatesh820 2 роки тому +1

    Suuppeerr madam
    You're voice unconsiace
    "I love you madam"

  • @govardhanreddy1839
    @govardhanreddy1839 6 місяців тому

    UNIT - III
    Bayesian learning - Introduction, Bayes theorem, Bayes theorem and concept learning, Maximum
    Likelihood and least squared error hypotheses, maximum likelihood hypotheses for predicting
    probabilities, minimum description length principle, Bayes optimal classifier, Gibs algorithm, Naïve
    Bayes classifier, an example: learning to classify text, Bayesian belief networks, the EM algorithm.
    Computational learning theory - Introduction, probably learning an approximately correct hypothesis,
    sample complexity for finite hypothesis space, sample complexity for infinite hypothesis spaces, the
    mistake bound model of learning.
    Instance-Based Learning- Introduction, k-nearest neighbour algorithm, locally weighted regression,
    radial basis functions, case-based reasoning, remarks on lazy and eager learning.

  • @riyamajumdar3184
    @riyamajumdar3184 Рік тому

    Thanks maam.. you are the best!! I am having my DWDM exam tomorrow...

    • @nithin1044
      @nithin1044 11 місяців тому

      What's the result?

  • @kammelaaradhan8802
    @kammelaaradhan8802 3 роки тому +4

    Mam please make next playlist on scripting languages and design and analysis of algorithms and fundamentals of iot

  • @akashreddy4219
    @akashreddy4219 2 роки тому +4

    Do a playlist on java not for theory but for coding

  • @Kishore-gx9qr
    @Kishore-gx9qr 2 роки тому +2

    Your explanation is very good mam but video quality is too bad please make it better so that the content can be visible clearly. For people to watch

  • @leeza1510
    @leeza1510 8 місяців тому +1

    Hi mam, your videos are very helpful. Thank you so much.
    Please make videos on the subject Discrete Structures, it will be very helpful ❤

  • @sakithyan7193
    @sakithyan7193 Рік тому +1

    my respect to you ++++

  • @SadhashivaReddy-cu5ht
    @SadhashivaReddy-cu5ht 2 місяці тому

    My IV - 1 semister exams are from 17th december please make the classes on our subjects syllabus

  • @trendingakashsg9660
    @trendingakashsg9660 Рік тому

    Nice explanation 👌🏻

  • @DEEPAKKUMAR-c2j5i
    @DEEPAKKUMAR-c2j5i 17 днів тому

    Is this complete playlist on ml?

  • @Væïßhñævï
    @Væïßhñævï 3 місяці тому

    Deep learning, cmrtc exams are from next week

  • @boddedulasivapriya
    @boddedulasivapriya 8 місяців тому

    You are saying is good

  • @dmrbadass645
    @dmrbadass645 Рік тому

    Thank you😊

  • @515-rakesh2
    @515-rakesh2 Рік тому +1

    if you don't mind mam please try to explain slowly I have been watching your viedos the whole day but everywhere I had felt like you are in a hurry to finish it off quickly so sometimes it is getting tough to catch your flow.

  • @purushottamreddythippani4348
    @purushottamreddythippani4348 3 роки тому +5

    Thank you for good Explanation ❤️.Can u make videos on scripting language(JNTUH)
    SREE DATTHA GROUP OF INSTITUTIONS
    Exam on 28th.No need full syllabus.only 2 units or 3 units

  • @stylistar05
    @stylistar05 2 місяці тому +3

    Today my exam 😅

  • @yashwanthadepu8760
    @yashwanthadepu8760 Рік тому

    My exam is on 22 Feb, 2023 and branch is AI&DS ,sub: probability and statistics

  • @vimalesh999
    @vimalesh999 Рік тому +7

    Tomorrow exam...

  • @shrijonbiswas8105
    @shrijonbiswas8105 Рік тому

    your voice iz choooooooo chweeeeeeeet uWu

  • @ksatrianugraha2710
    @ksatrianugraha2710 2 роки тому

    thankyou so much ms

  • @nalmasmanisha4546
    @nalmasmanisha4546 Рік тому

    make videos on the subject introduction to data science jntuh syllabus

  • @anupa.n.l9743
    @anupa.n.l9743 Рік тому

    Hi mam,please explain Naive Bayes algorithm using numpy pandas and matplotlib

  • @jsvsridevi3912
    @jsvsridevi3912 Рік тому

    make videos on cryptography and network security'

  • @ck-vx5qm
    @ck-vx5qm 3 роки тому +2

    Mam can you explain 4,5 units.bcoz those are small units.. and take less time mam.. please complete those units.plss

  • @lynx15812
    @lynx15812 2 роки тому

    The other card symbol is CLOVER i guess.....and thanks for the video :✌

  • @Melody-ms5ep
    @Melody-ms5ep 2 роки тому +1

    Software process project management (SPPM) e subject paina playlist cheyyandi

  • @safiyagani-5565
    @safiyagani-5565 Рік тому

    I have a lil confusion bayes classifier and bayes model are same or different

  • @danielpauljcs
    @danielpauljcs 3 роки тому

    Thanku 👍👍👍👍👍 yar

  • @sivalakshmi9878
    @sivalakshmi9878 2 роки тому +1

    Can u tell M1 and M3

  • @krithiv463
    @krithiv463 Місяць тому

    Could you please make vedios for AI

  • @travelguide1866
    @travelguide1866 2 роки тому

    4-2 semester .,C.S.E., jntuk university and also give some introduction about project

  • @thrchessnovice1552
    @thrchessnovice1552 2 роки тому

    are you from data science background?

  • @PravallikaMadhyahnapu
    @PravallikaMadhyahnapu 8 місяців тому

    Mam can u please explain the occam's razor topic in unit4

  • @srikrishna_ss8263
    @srikrishna_ss8263 3 роки тому +1

    This lectures is based on jntuh syllabus

  • @guntukupavani16
    @guntukupavani16 2 роки тому +1

    can you please upload the scripting language classes

  • @for_you708
    @for_you708 Рік тому

    mam our exams are from3 june , can you make videos for design
    analytics and algorithm

  • @chinnugowda8050
    @chinnugowda8050 2 роки тому +1

    Conditional probability

  • @nmr4801
    @nmr4801 Рік тому

    Mam make playlist on embedded Systems mam

  • @DARAVAMSI
    @DARAVAMSI 2 роки тому

    I Have MID Exam's On DEC 19th..
    From VIT-AP

  • @janakiramjr382
    @janakiramjr382 2 роки тому

    Mam if possible... Please make videos on the subject 'discrete mathematics' according to the r15 syllabus of JNTUA 🙏🙏🙏🙏🙏
    I have exams by this month end...

  • @srikrishna_ss8263
    @srikrishna_ss8263 3 роки тому

    Thanks mam

  • @techars783
    @techars783 2 роки тому

    thanks

  • @ramlavanya5149
    @ramlavanya5149 6 місяців тому

    Mam please explain compiler design of jntuh r18

  • @praseedaatmuri3211
    @praseedaatmuri3211 3 роки тому +2

    mam can you share the notes of 2nd unit

  • @munnababu83
    @munnababu83 Рік тому

    jntuh r18 3-1 exam on (wed)

  • @donalikadolly9497
    @donalikadolly9497 Рік тому

    Fabulous explanation...thanks

  • @SriVardhan-j5h
    @SriVardhan-j5h 2 місяці тому

    13th dec - statistical methods for engineers ----NALLA MALLA REDDY ENGINEERING COLLEGE

  • @saisurya786
    @saisurya786 7 місяців тому

    ok done

  • @manideep4923
    @manideep4923 9 місяців тому

    Today is my exam mam

  • @safiyagani-5565
    @safiyagani-5565 Рік тому

    Mam 4th my AI exm I am studying in North Campus delina baramulla I am form Kashmir

  • @sankirth1420
    @sankirth1420 3 роки тому +5

    hello ma'am ,even I'm a jntuh student ,if unit 3 is easy compared to other units then fine else could you share the videos of unit 4 & 5 if at all possible since they are comparatively smaller than unit 3 is what I felt so that we'll be able to attempt the exam with ease on 24th aug .
    just for reference
    UNIT - III
    Bayesian learning - Introduction, Bayes theorem, Bayes theorem and concept learning, Maximum
    Likelihood and least squared error hypotheses, maximum likelihood hypotheses for predicting
    probabilities, minimum description length principle, Bayes optimal classifier, Gibs algorithm, Naïve
    Bayes classifier, an example: learning to classify text, Bayesian belief networks, the EM algorithm.
    Computational learning theory - Introduction, probably learning an approximately correct hypothesis,
    sample complexity for finite hypothesis space, sample complexity for infinite hypothesis spaces, the
    mistake bound model of learning.
    Instance-Based Learning- Introduction, k-nearest neighbour algorithm, locally weighted regression,
    radial basis functions, case-based reasoning, remarks on lazy and eager learning.
    UNIT- IV
    Genetic Algorithms - Motivation, Genetic algorithms, an illustrative example, hypothesis space
    search, genetic programming, models of evolution and learning, parallelizing genetic algorithms.
    Learning Sets of Rules - Introduction, sequential covering algorithms, learning rule sets: summary,
    learning First-Order rules, learning sets of First-Order rules: FOIL, Induction as inverted deduction,
    inverting resolution.
    Reinforcement Learning - Introduction, the learning task, Q-learning, non-deterministic, rewards and
    actions, temporal difference learning, generalizing from examples, relationship to dynamic
    programming.
    UNIT - V
    Analytical Learning-1- Introduction, learning with perfect domain theories: PROLOG-EBG, remarks
    on explanation-based learning, explanation-based learning of search control knowledge.
    Analytical Learning-2-Using prior knowledge to alter the search objective, using prior knowledge to
    augment search operators.
    Combining Inductive and Analytical Learning - Motivation, inductive-analytical approaches to
    learning, using prior knowledge to initialize the hypothesis.

  • @AdnanAli-kd5vu
    @AdnanAli-kd5vu 3 роки тому

    Bayesian learning methods video?

  • @adithyareddy7935
    @adithyareddy7935 2 роки тому

    IF POSSSIBLE CAN U PREPARE BEFA FOR R18 SYALLABUS (2-2 SEM) ,IT IS AT THE TIME OF 25-27 OF AUG

  • @yarasaisri3797
    @yarasaisri3797 2 роки тому

    Madam can you explain the introduction to data science subject in data science jntuh r18 regulation

  • @TheTrippyTerminal
    @TheTrippyTerminal 4 місяці тому

    Ay did you copy your logo from T-Force RAM?

  • @deekshithraj0825
    @deekshithraj0825 11 місяців тому

    Cosm mam

  • @NitishkumarDammalapati
    @NitishkumarDammalapati Рік тому

    YOU HAVE RETURN THE NOTES RIGHT THAT NOTES CONVERTS TO PDF AND PROVIDE IT FOR FORTHER STUDENTS 😅

  • @BalBat-w7w
    @BalBat-w7w Рік тому +1

    5/7/2023
    From RVR JC college

  • @kpooja6923
    @kpooja6923 2 роки тому

    We have exams from Jan 30 nd we are from JBREC jntuh college
    Say important questions unit wise

  • @sankethgujjar5594
    @sankethgujjar5594 2 роки тому

    tommorow is my exam mam😂😂

  • @ramanjirebel7556
    @ramanjirebel7556 Рік тому

    Ok

  • @vibingwithgourav
    @vibingwithgourav 2 роки тому

    3rd Sem. MCA exam. Faridabad college of engineering and management, Haryana

  • @banaganapallesuresh3757
    @banaganapallesuresh3757 3 місяці тому

    mam ignou mca new please create vedios

  • @jisouu2985
    @jisouu2985 2 роки тому

    june

  • @ramreddy2014
    @ramreddy2014 3 роки тому +43

    Mam you have done mistake face/king is 12/4.but you have taken 4/4.

    • @yourashraf
      @yourashraf 3 роки тому +11

      looking for this comment , thanx

    • @flaringphoenix7725
      @flaringphoenix7725 2 роки тому +23

      P(F|K) means that king has already occurred and what's the probability of it being a face card, so it should be 1 as all kings are face cards.

    • @sherkhancsr
      @sherkhancsr 2 роки тому +2

      Wow lol

    • @johnrai6572
      @johnrai6572 2 роки тому +1

      thanks for the information

    • @anudeepmadagala4136
      @anudeepmadagala4136 2 роки тому +4

      Those faces are of kings so it's 4/4

  • @bhavanis3662
    @bhavanis3662 Рік тому

    Global institute of mamangement sciences bangalore

  • @_Sanataniii
    @_Sanataniii Рік тому +1

    07:46 Women.....jb direct hi cutt ho rha tha 52 then why we do fraction 😂🤣

  • @pavanchandankera
    @pavanchandankera 6 днів тому

    6mins left for exam. So complete the plsylist😂

  • @jayanth3660
    @jayanth3660 5 місяців тому

    1hr before exam

  • @atipamulavishwateja8351
    @atipamulavishwateja8351 3 роки тому

    Mam please please provide 4,5Units

  • @a-r-h-a-n143
    @a-r-h-a-n143 7 місяців тому

    Balaji institute of technology and science

  • @sravanibodla
    @sravanibodla 2 роки тому

    notes I need all units of ml mam

  • @giridharipal9958
    @giridharipal9958 2 роки тому

    Hello ma'am,
    My college name is Sri Krishna Institute of Technology, Bangalore.
    University:- VTU
    7th Semester.
    Exams are from January 2023

  • @sravanibodla
    @sravanibodla 2 роки тому

    mam I have exam July 26th

  • @mukhesh_chowdary
    @mukhesh_chowdary Рік тому

    January 8 2024 vemu it 3- 1

  • @boddedulasivapriya
    @boddedulasivapriya 8 місяців тому

    My colleage name annamarchy college tirupathi give the full course mam for 1 and 2 units

  • @abhishekvanenooru4959
    @abhishekvanenooru4959 5 місяців тому

    thank you akka, i write this corrector will fail me he is an assholwee

  • @shubhamawatade7587
    @shubhamawatade7587 Рік тому

    25th march 2023 Modern College

  • @--SandeepReddy
    @--SandeepReddy 2 місяці тому

    Gitam hyd

  • @jhansisreenivas6003
    @jhansisreenivas6003 9 місяців тому

    JNTU ANANTHAPUR

  • @AjayP-d9w
    @AjayP-d9w 3 місяці тому

    Anurag University

  • @haridhonih
    @haridhonih Місяць тому

    Exam in 3 hrs 😂

  • @saiabhilashgandem3107
    @saiabhilashgandem3107 3 роки тому

    Hello mam. I am pursuing masters in USA and I have my machine learning exam within 15 days. So can you please let me know the Important concepts to prepare up for my examination ?

  • @srishtisherugar376
    @srishtisherugar376 7 місяців тому

    Today

  • @muskanmaheshwari9412
    @muskanmaheshwari9412 3 роки тому

    dec end, inderprastha enginnering college(IPEC) (AKTU)

  • @shubha8622
    @shubha8622 2 роки тому

    I am ignou student sub code mcs224 name artificial intelligence and learning, please help me imp topics to get pass Marks. Exam date 12 aug

  • @Naveenyadav-eo3fx
    @Naveenyadav-eo3fx Рік тому

    Hindi please

  • @prudhvi3786
    @prudhvi3786 3 роки тому

    Flat jntuh r18