Machine Learning FULL Course with Practical (10 HOURS) | Learn Free ML in 2024 | Part-1

Machine Learning Full Course for Beginners (2024) | Learn Machine Learning in 10 Hours (Part-1)
🔴 To learn Data Analytics Course online with regular LIVE CLASSES, enroll now: www.wscubetech.com/landing-pa...
00:00:00 - ML Course Introduction
00:01:03 - What is Machine learning (ML)
00:17:19 - Complete Roadmap To Learn Machine Learning
00:26:16 - Types of Variables in Machine Learning
00:38:24 - Data Cleaning in Machine Learning
00:45:15 - What is missing value and how to find it
01:05:50 - Handling Missing Values (Dropping)
01:15:48 - Handling Missing Values (Imputing category data)
01:27:24 - Handling Missing Values (Scikit-Learn)
01:34:40 - One Hot Encoding & Dummy Variables
01:49:43 - What is Label Encoding?
01:58:16 - What is Ordinal Encoding?
02:12:02 - What is an Outlier and How to Handle It?
02:24:42 - How to Remove Outliers using IQR?
02:37:19 - How to Remove Outliers using Z Score?
02:56:18 - What is Feature Scaling (Standardization)?
03:16:32 - What is Feature Scaling (Normalization)?
03:27:06 - How to Handle Duplicate Data?
03:38:39 - How to Replace and Change Data Types?
03:47:28 - Function Transformer
04:05:17 - Backward Elimination (using MLxtend) & Forward Elimination (using MLxtend)
04:20:26 - Train Test Split in Data Set
04:31:19 - Regression Analysis
04:35:55 - Linear Regression Algorithm (Simple Linear)
04:47:19 - Linear Regression Algorithm (Simple Linear) Practical
05:13:39 - Multiple Linear Regression
05:34:46 - Polynomial Regression
05:55:33 - What is a cost function?
06:02:35 - Regression Cost Function - R Squared score & Adjusted R Squared Regression Analysis
06:18:18 - How to find a Best fit line?
06:32:38 - L1 (Lasso Regularization), L2 (Ridge Regularization) Theory
06:44:32 - L1 (Lasso Regularization), L2 (Ridge Regularization) Practical
07:06:32 - Classification
07:19:42 - Logistic Regression (practical) (Binary Classification)
07:40:51 - Logistic Regression (practical) (Binary Classification) (Multiple input)
07:53:57 - Logistic Regression (practical) (Binary Classification) (Polynomial input)
08:07:23 - Logistic Regression (practical) (Multiclass Classification)
08:23:31 - Confusion Matrix
08:46:47 - Confusion Matrix (Sensitivity, Precision, Recall, F1 - Score)
09:11:16 - Imbalanced dataset
09:40:15 - Naive Bayes
10:02:32 - Naive Bayes (practical)
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WsCube Tech stands out as a leading EdTech platform, offering comprehensive education in Python, Machine Learning, and various Data Science skills. Our approach involves both online and classroom training, featuring hands-on projects delivered practically by seasoned industry experts.
With WsCube Tech, you'll gain hands-on skills that make you globally competitive. Our courses are designed to prepare over 100 million career aspirants for the 'Bharat' of the future. 😊
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-------------------------------------| Thanks |--------------------------
#machinelearning #mlcourse #machinelearningfullcourse

Пікірлер: 692

  • @wscubetech
    @wscubetech3 ай бұрын

    🔴 To learn Data Analytics Course online with regular LIVE CLASSES, enroll now: www.wscubetech.com/landing-pages/online-data-analytics-course.html?KZread&April2024_12&RV

  • @ninjahatori-mw5vo

    @ninjahatori-mw5vo

    2 ай бұрын

    hello sir, it hits 100k views now when will the next part come

  • @dhruvindhameliya-eh2bo

    @dhruvindhameliya-eh2bo

    Ай бұрын

    sir provide salary dataset for multiple regration

  • @zorosama07

    @zorosama07

    Ай бұрын

    How do we get the CSV the file

  • @shirsenduroy1160

    @shirsenduroy1160

    Ай бұрын

    provide the Loan.csv file please

  • @saswatibhattacharya7087

    @saswatibhattacharya7087

    Ай бұрын

    Sir, Please add free certificates with these courses

  • @ExpertFact49
    @ExpertFact493 ай бұрын

    Vote for part 2 also👇

  • @Faizan0601

    @Faizan0601

    3 ай бұрын

    Phele part 1 dekh toh Lo😅😅

  • @akglearning

    @akglearning

    3 ай бұрын

    ​@@Faizan0601😂😂😂😂😂

  • @ankitmatade4710

    @ankitmatade4710

    3 ай бұрын

    @@Faizan0601 bro is watching in 100x speed

  • @shayantriedcoding

    @shayantriedcoding

    3 ай бұрын

    One vote 😂

  • @wscubetech

    @wscubetech

    3 ай бұрын

    Guys, If the video hits 100k views & 1k comments, the next part 2 goes publish.

  • @TechTalks-tu2yp
    @TechTalks-tu2yp2 ай бұрын

    Amazing Video!!!! We want more videos like this. Your Channel is my Fav.

  • @noamansaleem6675
    @noamansaleem66753 ай бұрын

    Very well organized topics

  • @birajaryal7
    @birajaryal7Ай бұрын

    Great video thanks!

  • @rifatraffu2015
    @rifatraffu20152 ай бұрын

    was waiting for something like this🥰 Thanx a lot

  • @sagarchaudhari2343
    @sagarchaudhari2343Ай бұрын

    Really your work appreciated sir confusion matrix superb explain ed

  • @CodingSikhegaIndia
    @CodingSikhegaIndia3 ай бұрын

    Thanks sir for Providing free Machine Learning Course

  • @schowdhury7136
    @schowdhury71363 ай бұрын

    Very helpful video...❤

  • @MarwanAlwaswasi
    @MarwanAlwaswasiАй бұрын

    Thanks alot wscubetech it is really a much helpful course

  • @MadhavSharma-ti8ku
    @MadhavSharma-ti8ku2 ай бұрын

    amazing tutorial sir...❤

  • @RahulVerma-if3wv
    @RahulVerma-if3wv3 ай бұрын

    Thank you 🎉

  • @sonusiwan6938
    @sonusiwan69383 ай бұрын

    Great effort ❤

  • @udayabarik8108
    @udayabarik81082 ай бұрын

    Machine learning subject discuss is very nice I understood machine learning.

  • @shakshidobhal5434
    @shakshidobhal543416 сағат бұрын

    Thank you so much for sharing this awesome playlist...waiting for the 2nd part ❤

  • @zeeshanrafiq193
    @zeeshanrafiq1932 ай бұрын

    thank you waiting.. for part 2

  • @cartoonbangla8247
    @cartoonbangla82473 ай бұрын

    Thanks sir awesome video

  • @ms2416
    @ms24163 ай бұрын

    Thank you, we want part 2

  • @arnavchauhan6612
    @arnavchauhan66122 ай бұрын

    Thank you for the video ❤❤

  • @God-r9g
    @God-r9g3 ай бұрын

    Thanks so much sir

  • @kiokobaseya869
    @kiokobaseya869Ай бұрын

    Thank you very much for the work. Also remember to publish versions that have already been converted into French

  • @VishalSingh-ce7oe
    @VishalSingh-ce7oe2 ай бұрын

    Loved your explanation. Eagerly waiting for part 2

  • @usmanasghar3887
    @usmanasghar38872 ай бұрын

    Thanks for sharing this video ❤

  • @PaiseWalaBanda924
    @PaiseWalaBanda9246 сағат бұрын

    I literally have no words to express my fellings for this amazing teacher.What a gem,his clearity ,his way of communicating his ideas and his teaching methodologies.Just wow. Love from Pakistan.

  • @user-eu1vg8ne6c
    @user-eu1vg8ne6c12 күн бұрын

    The lecture was very very helpful to start with basics. Few things that can be improved are taking dataset that have already been use to explain properly, grammatical errors in slides, soft skills while explaining, better editing....sometimes it feels like there is lack of efforts. But overall it is very helpful to get a brief of algorithms. Thank you :)

  • @Tanu-md3ip
    @Tanu-md3ip17 күн бұрын

    amazing lecture!!

  • @ersgamer6754
    @ersgamer67542 ай бұрын

    Awesome ❤

  • @user-mr8bs8wj3t
    @user-mr8bs8wj3t3 ай бұрын

    Tqx sir ...❤🙏🙏💖💖

  • @computerscienceandengineer
    @computerscienceandengineer3 ай бұрын

    Thank you so much ❤

  • @bhar.apoooo
    @bhar.apoooo2 ай бұрын

    Thank u sir..🎉

  • @rajeshdlkumar5249
    @rajeshdlkumar5249Ай бұрын

    Thanks for part 1

  • @codewithpari
    @codewithpari3 ай бұрын

    Thank you❤❤❤

  • @Sohailsandhu2365
    @Sohailsandhu23652 ай бұрын

    Thanks for sharing❤ Love from Pakistan

  • @adityaghosh7549
    @adityaghosh75493 ай бұрын

    I Love WS Cube Tech ❤ ❤ Sir, Thank You So much for this beautiful Machine Learning Video ❤

  • @Faizan0601

    @Faizan0601

    Ай бұрын

    Can anyone tell me Prerequisites for this course

  • @fartoon-kc6cp
    @fartoon-kc6cp2 ай бұрын

    Thanks For your efforts to make youth skill full❤. Kindly upload videos of Tensorflow and keras

  • @TejasVaghela-ul1xm
    @TejasVaghela-ul1xm2 ай бұрын

    This video is very helpful thank you so much sir 😁

  • @90ni
    @90ni2 ай бұрын

    Amazing video of ml

  • @romsea9721
    @romsea97213 ай бұрын

    First thank you for this course of Machine learning this course help to improve our skill on AI... please make a course for deep learning and please upload the second part of Machine learning...I will never forget the gratitude of your company.👍👍👍

  • @technicalknowledge3700

    @technicalknowledge3700

    2 ай бұрын

    Yes

  • @piyush1815
    @piyush18153 ай бұрын

    Thanks sir

  • @SaadButt-tk1hg
    @SaadButt-tk1hg3 ай бұрын

    Thank you

  • @KitchenInHindi
    @KitchenInHindi2 ай бұрын

    Let's complete it.❤

  • @manankohli2310
    @manankohli23102 ай бұрын

    lovely concepts

  • @allsidegamer4692
    @allsidegamer4692Ай бұрын

    Thanks a lot❤❤

  • @loves_nature_234
    @loves_nature_2342 ай бұрын

    Thank you so much sir for this video ❤❤❤❤❤❤❤❤❤

  • @TheSunTalk-fw7gk
    @TheSunTalk-fw7gk2 ай бұрын

    Thank you so much Sir, great help for demanding & needy AI ML situation now a days....

  • @Faizan0601

    @Faizan0601

    Ай бұрын

    Can anyone tell me Prerequisites for this course

  • @raniishwarchaursiya8504
    @raniishwarchaursiya8504Ай бұрын

    Thanku sir 🙏

  • @AmaanABGamer
    @AmaanABGamer2 ай бұрын

    Great ❤🎉

  • @Goku78041
    @Goku780412 ай бұрын

    Gaurav sir aap se maine bahut kuchh sikha h aapke samjhane ka trika awesome h . Aap mere liye best teacher ho❤❤❤❤

  • @Faizan0601

    @Faizan0601

    Ай бұрын

    Can anyone tell me Prerequisites for this course

  • @Ayushnigam806
    @Ayushnigam8062 ай бұрын

    Very informative video

  • @TbSaya-wf5pr
    @TbSaya-wf5prАй бұрын

    Very helpful ☺️

  • @kawsarbinrifat1482
    @kawsarbinrifat148229 күн бұрын

    Thank vai.. love from Bangladesh ❤

  • @curiousengineer1848
    @curiousengineer18482 ай бұрын

    Please upload part 2 as soon as possible.

  • @rockysp1
    @rockysp13 ай бұрын

    This Is Very Help for My New Journey ThankYou @WsCubeTech ❤❤

  • @hindu_vijay
    @hindu_vijay3 ай бұрын

    Amazing

  • @myfamilygt9541
    @myfamilygt95412 ай бұрын

    Thq sir. Love u so much.

  • @user-ps8nk3lf5g
    @user-ps8nk3lf5g3 ай бұрын

    Nice video

  • @memenow1163
    @memenow11633 ай бұрын

    Thanks

  • @prashantgoyal6907
    @prashantgoyal69072 ай бұрын

    super explanation

  • @siddharthjindal5521
    @siddharthjindal552120 күн бұрын

    very very thanks sir

  • @amardebnath3476
    @amardebnath3476Ай бұрын

    Very good information sir ji i love 💕💕💕💕💕 you sir ji

  • @Iknow786
    @Iknow7863 ай бұрын

    ❤❤❤❤ lot of love sir

  • @hitmanfan-45
    @hitmanfan-452 ай бұрын

    01:04 Introduction to Machine Learning 38:29 Regression Analysis in Machine Learning 1:50:34 Introduction to machine learning concepts 3:31:57 Introduction to Machine Learning 5:12:20 Introduction to Machine Learning Basics 7:47:15 Introduction to Machine Learning 8:49:48 Understanding Linear Regression in Machine Learning 9:26:40 Introduction to Machine Learning

  • @Anurag-ic4ej

    @Anurag-ic4ej

    26 күн бұрын

    What are the prerequisite for this course can anyone with a beginner join this course

  • @noumasaith852
    @noumasaith8523 ай бұрын

    Love from Pakistan, nankana sahib❤❤❤❤

  • @newglobal2056
    @newglobal20562 ай бұрын

    Useful 👍👍👍👍

  • @adityabaghel1270
    @adityabaghel1270Ай бұрын

    thank yu

  • @bhar.apoooo
    @bhar.apoooo2 ай бұрын

    Sir please upload part 2 as well. We need it..

  • @amantripathi7995
    @amantripathi7995Ай бұрын

    best teacher

  • @bologneseshwameez363
    @bologneseshwameez3633 ай бұрын

    Guys! Thankyou very much for giving us the best knowledge possible about tech. Keep up the good work. We're grateful 🙏🙏🙏🙏

  • @wscubetech

    @wscubetech

    3 ай бұрын

    Thanks for watching!

  • @gowriviswanathmallampalli7246
    @gowriviswanathmallampalli72462 ай бұрын

    Thanks!

  • @Airman.programer

    @Airman.programer

    26 күн бұрын

    he has explain theory only ya code bhi kar va ya he

  • @a21imanadhikary83
    @a21imanadhikary83Ай бұрын

    Nice

  • @vidhishaadikane4515
    @vidhishaadikane45153 ай бұрын

    Thank you for sharing this playlist...plz upload 2 nd part ❤

  • @wscubetech

    @wscubetech

    3 ай бұрын

    Guys, If the video hits 100k views & 1k comments, the next part 2 goes publish.

  • @Growth_Guides1223
    @Growth_Guides1223Күн бұрын

    Super 💯

  • @vedantdhole3422
    @vedantdhole34228 күн бұрын

    best resource for ml on entire youtube

  • @MayankGadiya-uq1el
    @MayankGadiya-uq1el2 ай бұрын

    u should provide dataset which u are using in this tutorial so that we can also practice simultaneously and match results for better learning.

  • @ShivaniSuroliaPIET20CS167
    @ShivaniSuroliaPIET20CS1673 ай бұрын

    thanku so much sir

  • @Faizan0601

    @Faizan0601

    Ай бұрын

    Can anyone tell me Prerequisites for this course

  • @Sohailsandhu2365
    @Sohailsandhu23652 ай бұрын

    Boom Boom🥰🥰 Superb

  • @anmolspeaks172
    @anmolspeaks1723 ай бұрын

    Thanks a lot to deliver a quality content free of cost

  • @wscubetech

    @wscubetech

    3 ай бұрын

    Glad you think so!

  • @shubhamsharmaoffficial
    @shubhamsharmaoffficial2 ай бұрын

    please upload part 2 also it i really helpful

  • @subhankarbanerjee8396
    @subhankarbanerjee83962 ай бұрын

    bohot a6ha bola meri life mea sabse bara motivation

  • @SuperGamesStudioOfficial
    @SuperGamesStudioOfficial2 ай бұрын

    thaks for this

  • @gauravkodande9943
    @gauravkodande99433 ай бұрын

    Bhai amazing video....waiting for part 2. Great explanation

  • @wscubetech

    @wscubetech

    3 ай бұрын

    Coming soon

  • @Jayanta_debnath23
    @Jayanta_debnath232 ай бұрын

    Sir please upload the part 2 of machine learning course ❤❤..

  • @afrozalam6591
    @afrozalam65913 ай бұрын

    Awesome AI❤

  • @Zaara_sheikh_
    @Zaara_sheikh_2 ай бұрын

    Jo Jo mujhe chahiye wo sb ws cube tech free of cost available krwata h💗 thankyou 💓

  • @AnkitPrajapati-sh4yp
    @AnkitPrajapati-sh4yp2 ай бұрын

    Sir i respect your hard work! Can you share this slides with us? Please!!

  • @MovieOk-p8q
    @MovieOk-p8q2 ай бұрын

    Sir part 2 please ❤❤❤❤

  • @rinapandey6168
    @rinapandey61682 ай бұрын

    Please bring part 2

  • @ishangupta9310
    @ishangupta93103 ай бұрын

    Yes part 2

  • @knowledge_dude
    @knowledge_dude2 ай бұрын

    yes we want part-02 pls

  • @sharanpreetkaur6555
    @sharanpreetkaur655520 күн бұрын

    Part 2 please more much need

  • @user-pk5qc1dk4c
    @user-pk5qc1dk4c3 ай бұрын

    Bring part2❤

  • @chulli8506
    @chulli85063 ай бұрын

    Part 2 please ❤❤

  • @romsea9721
    @romsea97212 ай бұрын

    Part 2 please🎉🎉

  • @RanjanUpadqhyay-sm4mc
    @RanjanUpadqhyay-sm4mc2 ай бұрын

    Thanks sir eske sath certificate mil jata par koi nhi knowledge main hain

  • @proedgegaming5246
    @proedgegaming52462 ай бұрын

    ❤nice video bro 🎸

  • @fardinsiddiqui8034
    @fardinsiddiqui80342 ай бұрын

    Plz upload 2nd part

  • @swastikbanerjee9266
    @swastikbanerjee92662 ай бұрын

    PART 2 PLEASE!!!!!!

  • @bdbrothersltd7055
    @bdbrothersltd70553 ай бұрын

    Great

  • @akshjain9322
    @akshjain93222 ай бұрын

    Best explanation in the world or sir aage ke rodmap bhi natana hm kha se kya kya kare machine learning me

  • @shrutigupta7635
    @shrutigupta763516 күн бұрын

    Part 2 please!!

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