RegenerativeToday

RegenerativeToday

This channel is dedicated to learners who wants to learn Data Science and Data Analytics. Most of the videos will be about Data Science tutorial. Starting from Python Data Analysis libraries like Numpy, Pandas, Matplotlib snd Scikit-Learn. The plan is to eventually move to Machine learning and deep earning tutorials. We will also develop algorithm and problem solving skills together. Our plan is to create a group of Data Scientists and Data analysts to learn from each other and help each other grow. We hope to be interactive in this this channel through constructive comments. Please subscribe and stay tuned if you want to keep learning with us.

Пікірлер

  • @annajuliaschwarz490
    @annajuliaschwarz49011 сағат бұрын

    why did u choose degree 6?

  • @regenerativetoday4244
    @regenerativetoday42444 сағат бұрын

    That's just an estimate. degree is a hyperparameter here that you need to try different values to find the right one for you. Look at this video where you will find a method to tune the hyperparameter faster: kzread.info/dash/bejne/naFrk9Wrpbefmqg.html

  • @farahmarsusi9670
    @farahmarsusi967021 сағат бұрын

    Thanks for the video. A question: is poly.fit(X_poly_train, y_train) necessary?

  • @arunraj3866
    @arunraj38664 күн бұрын

    Audio is not clear and your voice is also not audible

  • @ceylonroadceylonroad
    @ceylonroadceylonroad7 күн бұрын

    hi, I'm not able to find your video on improving the R2 score. Can you show me the video? Thanks

  • @regenerativetoday4244
    @regenerativetoday42447 күн бұрын

    You can watch this one that shows how to fine tune hyperparameters that should improve R2 score: kzread.info/dash/bejne/eGVnucSfm9PdnNo.html

  • @DiscoPvPMegaWalls
    @DiscoPvPMegaWalls7 күн бұрын

    Thank you! this is excellent

  • @IlhombeyMuxitdinov
    @IlhombeyMuxitdinov9 күн бұрын

    It is best video for new learners

  • @aggadirushikesh3699
    @aggadirushikesh369912 күн бұрын

    Madam can you prefer me any job link regarding AI ML jobs to me

  • @seifmostafa4205
    @seifmostafa420516 күн бұрын

    nice video, thanks for your effort ❤

  • @aggadirushikesh3699
    @aggadirushikesh369917 күн бұрын

    Madam need kmeans clustering and hierarchical clustering

  • @regenerativetoday4244
    @regenerativetoday424416 күн бұрын

    Coming next..Thank you!!

  • @nelsonpeter8817
    @nelsonpeter881717 күн бұрын

    I enjoy your tutorials. Thank you

  • @NewMusictrance
    @NewMusictrance17 күн бұрын

    I think its the best video of Correlation Matrix and Heatmap in Python, i have seen many videos but you teaching skill is best . Keep upload the videos and spread the knowledge , we will support you.

  • @anis.ldx1
    @anis.ldx118 күн бұрын

    Your videos are truly remarquable. I’ve been also amazed by your simple explanations and tutorials. Do you offer mentorship for people wanting to learn more about data science or online sessions as a service? If so it would be great to get more informations. Keep up the good work!

  • @admonitoring-pi9os
    @admonitoring-pi9os20 күн бұрын

    sister thank you. one request kindly make a list of your videos in chronological order so that we know which video to follow first.

  • @regenerativetoday4244
    @regenerativetoday424420 күн бұрын

    Please check the playlist. Each playlists are almost organized. Here is the playlist for the Supervised Machine Learning: kzread.info/dash/bejne/eqeTkpV6fLPNms4.html

  • @admonitoring-pi9os
    @admonitoring-pi9os20 күн бұрын

    @@regenerativetoday4244 thanks

  • @laurentkloeble5872
    @laurentkloeble587220 күн бұрын

    at last something hands on with real problems. I'm tired of maths abstract bullshit formulas....

  • @farnazkhoshkhoo6373
    @farnazkhoshkhoo637320 күн бұрын

    thank you! how to know p_value and if the coefficient is significant or not?

  • @shakilmahmud7972
    @shakilmahmud797221 күн бұрын

    Thank you...

  • @meshackamimo1945
    @meshackamimo1945Ай бұрын

    wonderful way to simplify a diffcult topic to beginners. keep it up!

  • @archniki_
    @archniki_Ай бұрын

    Take better mic or make any post processing bruh. Your audio quality ve not increased for 2 years

  • @chiragahlawat465
    @chiragahlawat465Ай бұрын

    Mam you explained so good!! Mam how can I see the equation made by my Decision Tree?

  • @chiragahlawat465
    @chiragahlawat465Ай бұрын

    Amazing Mam!! very Wonderfully explained!!

  • @aggadirushikesh3699
    @aggadirushikesh3699Ай бұрын

    I gone through all the videos of machine learning in your KZread channel madam but I need some guidance to get on job experience how it works

  • @regenerativetoday4244
    @regenerativetoday4244Ай бұрын

    Do you have any specific question? If you want a job, you simply need to apply for jobs. If you can get some referral that helps.

  • @aggadirushikesh3699
    @aggadirushikesh3699Ай бұрын

    @@regenerativetoday4244 I completed my btech graduation madam now I am practicing ai&ml in NIMSE institute Hyderabad

  • @aggadirushikesh3699
    @aggadirushikesh3699Ай бұрын

    @@regenerativetoday4244 I need guidance for machine learning and deep learning notes

  • @aggadirushikesh3699
    @aggadirushikesh3699Ай бұрын

    Madam I need guidance lines for AI&ML please help me

  • @chiragahlawat465
    @chiragahlawat465Ай бұрын

    Thank you mam for such a wonderful learning!! I want to know further how can I improve my model accuracy with train score 0.75 and test score -1.12 ??

  • @regenerativetoday4244
    @regenerativetoday4244Ай бұрын

    First is trying to tune hyperparameters, and also it is normal practice to try different models to find out which model works best for the dataset. Feel free to have a look at this video where you will find a technique for hyperparameter tuning: kzread.info/dash/bejne/naFrk9Wrpbefmqg.html

  • @chiragahlawat465
    @chiragahlawat465Ай бұрын

    @@regenerativetoday4244 Thank you so much you have explained it Amazingly and this video made me very happy! Thank you for this video all the rest!!

  • @user-tn4tc3ir7f
    @user-tn4tc3ir7fАй бұрын

    Request for more Machine Learning Videos in details.

  • @chiragahlawat465
    @chiragahlawat465Ай бұрын

    Thank you Mam you taught me linear regression in very simple and expert way!! I saw many videos and you will be amazed to know that you are the BEST!!

  • @shuddhyamukherjee2595
    @shuddhyamukherjee2595Ай бұрын

    I discovered your Pandas MultiIndex and XS while browsing through the KZread. Very well explained and it really helped me to build these concepts.

  • @codewithEva-786
    @codewithEva-786Ай бұрын

    Just an Brilliant Explanation Mam

  • @christophermiller4637
    @christophermiller4637Ай бұрын

    Data isn't my background, but these videos help me understand how to structurally get there. Is there a way to export the predicted charges into a data population for further review. Also, is there a way to adjust the scatter plot dots by a filter on one of the independent variables (i.e. any record where age is 17, make the the plot red color). Thank you!

  • @bubblebath2892
    @bubblebath2892Ай бұрын

    very detailed ...nice

  • @maithreyans5892
    @maithreyans5892Ай бұрын

    how do input new input values and predict a value for them

  • @anis.ldx1
    @anis.ldx12 ай бұрын

    Awesome as usual! You deserve way more recognition. As an HR professional, your videos help me apply ML into the HR field for classification problems and you have the best explanation for KNN. Thank you!

  • @maheshmaskey4592
    @maheshmaskey45922 ай бұрын

    Thank you for the excellent post; what about other statistics like R-squared and correlation coefficient? Have you thought about the multivariate polynomial equation model? As you mentioned, training is overfitting but validation is very poor. Any suggestions are welcome.

  • @regenerativetoday4244
    @regenerativetoday42442 ай бұрын

    If you are using this for a real world project, first try with different polynomial first and if you still do not get good results try other models. Usually for real world projects we try several different models with different parameters and finalize the best one.

  • @maheshmaskey4592
    @maheshmaskey45922 ай бұрын

    @@regenerativetoday4244 Yes, I am using a real-world problem and trying to start with it before trying others.

  • @maheshmaskey4592
    @maheshmaskey45922 ай бұрын

    @@regenerativetoday4244 Actually, I want to establish an empirical equation, as most of the other models are black boxes without equations.

  • @programsolve3053
    @programsolve30532 ай бұрын

    Very well explained 🎉🎉 Thanks you so much 🎉🎉🎉

  • @arpit1559
    @arpit15592 ай бұрын

    Thank you so much, u really explained everything so well

  • @narintehmezova8475
    @narintehmezova84752 ай бұрын

    thank you so much

  • @Habbodonald
    @Habbodonald2 ай бұрын

    Very good video. About the model, dont you need to check if R-square need an adjust to trust his income?

  • @regenerativetoday4244
    @regenerativetoday42442 ай бұрын

    There are a few different ways to check the model prediction. R-squared error is one of them. It is common for machine learning models to use mean squared error or mean absolute error as well.

  • @robinncode
    @robinncode2 ай бұрын

    Thanks for the amazing insights!

  • @user-xp2qv2jk7b
    @user-xp2qv2jk7b2 ай бұрын

    Please can you send me any link for case study using python polynomial regression (or multi polynomial) with data ? I want to practice.

  • @regenerativetoday4244
    @regenerativetoday42442 ай бұрын

    Here it is: kzread.info/dash/bejne/oKWCxqSlcZDQZNo.html

  • @anthonychow6732
    @anthonychow67322 ай бұрын

    @RegnerativeToday Do you mind sharing your note book publicly so we learners can clone and play with it? Thank you in advance.

  • @regenerativetoday4244
    @regenerativetoday42442 ай бұрын

    I added the notebook in the description box. Also here for you: github.com/rashida048/TensorFlow-Tutorial/blob/main/TensorFlow_NN.ipynb. Thank you!

  • @ThobelaGoge
    @ThobelaGoge2 ай бұрын

    How do we access the dataset used?

  • @nkhofi
    @nkhofi2 ай бұрын

    my last stop. Great job done.

  • @ahmedamrou2066
    @ahmedamrou20662 ай бұрын

    goated thank you!

  • @haicaotien2990
    @haicaotien29902 ай бұрын

    I really like you, can you guide me how to build a KNN model and choose its parameter K?

  • @ThobelaGoge
    @ThobelaGoge2 ай бұрын

    This channel is super under-rated

  • @JyotirmoyeeRoy
    @JyotirmoyeeRoy3 ай бұрын

    Its showing a error as "df isn't defined "

  • @prabhushankar9628
    @prabhushankar96283 ай бұрын

    This contained so much information in such a short time frame. Very Well prepared. :)

  • @adityanjsg99
    @adityanjsg993 ай бұрын

    Is Learning deep learning relevant today? Now that LLMs are in place. Any model I want to build is already been built.

  • @riddhijain7854
    @riddhijain78543 ай бұрын

    Heyy...I was learning ML can you make more videos for unsupervised learning, I really like your content.

  • @regenerativetoday4244
    @regenerativetoday42443 ай бұрын

    Thank you for your support. I will make some contents on unsupervised learning.

  • @okj4521
    @okj45213 ай бұрын

    Superb!

  • @jacintaqiu9919
    @jacintaqiu99193 ай бұрын

    Why my coding shows "TypeError: float() argument must be a string or a real number, not 'Timestamp'"? which one could help me to solve this problem, plz!!

  • @regenerativetoday4244
    @regenerativetoday42443 ай бұрын

    You need to check the data type of all the columns. If you see any variable is coming as timestamp, that needs to be excluded. Because this tutorial didn't account for datetime datatype. There are different ways of dealing with timestamps. You will find one way of using the timestamp data in this type of models in this tutorial: kzread.info/dash/bejne/fahtwaOCYZXXpLA.html

  • @jacintaqiu9919
    @jacintaqiu99193 ай бұрын

    Thank you sooooo much!!!! really helpful:)@@regenerativetoday4244