Time Series Analysis in Python Tutorial - V1

[@YiannisPi]

Back to Python for the next few videos! Let me know what you think about this video! Thanks!

[@tarigahmed8637]

We are with you , anything that you see will benefit us as a data analyst. Thank you again

[@andreamarkos]

Hi Yiannis, what about using multiple predictors and ensembling these models to see if accuracy and precision increase?

[@raunakmaitra9761]

Sir, do you offer any certified course? your videos are extremely helpful Thank You !

[@markwu8608]

This is a great example for anyone looking to pick up time series modeling in practice! thanks so much for it

[@BravePrune]

unbelievably great - wish I worked with more people like you

[@jack.1.]

You make excellent tutorials, good to see your channel growing. Keep going !

[@nsnilesh604]

Awesome project i ever seen 👍👌👌👌👌👌

[@tarigahmed8637]

Please keep it coming, ( power bi , python , chart , dashboard, tableau, anything that could help us be more confident and comfortable with data) I really want to learn everything about data analyst.

[@YiannisPi]

That's the plan!

[@RFigtree]

Thanks, very clear. Loved the little theory at the beginning.

[@tarigahmed8637]

Man man , you gonna make me cry lol, am so excited, thank you Yiannis🙏, appreciate you so much bro .

[@YiannisPi]

My pleasure! Tarig!

[@pavel5362]

You did a lot of work. I mean there are a lot of cooments and explanations. It's useful for junior analysts. Keep going. Looking forward to your further tutorials.

[@YiannisPi]

Glad it was helpful!

[@nathanthreeleaf4534]

I'm curious as to why didn't you have to ensure that the data was stationary?

[@BeanDoudou]

Yayy you are back! Just in time for a time series project I'm starting in Python! Keep up the good work :)

[@YiannisPi]

Hope you enjoy it!

[@mohammedameen3249]

You are an Amazing person

[@junaidmalik9593]

Boss you are the best teacher ❤️

[@YiannisPi]

Thanks! Glad you enjoy my videos!

[@cubanlincoln1767]

Man seriously, how are you millionaire with all that knowledge? God bless you for teach us all this for free. Please make a full organized data science course with real life data covering all aspect of data science and I'll purchase, I don't care if it is $1000

[@YiannisPi]

Thanks for your good words!!

[@jameammarijr.2248]

Many thanks bro, god bless you

[@tomjohnas9304]

I've been waiting for a tutorial on Time Series! Thanks!!!

[@YiannisPi]

More to come!

[@thivankadilshanlokuliyanag6070]

How can we expand the iterative model in SARIMA models

[@kazimohiuddin5011]

You made a very helpful video. Thanks boss!

[@a.5214]

wow, this is amazing, well explained, thanks a lot!!

[@HealthyFoodBae_]

Great video!!! My plot shows the full dates on the x axis (2021-01-01…) So I think this is causing the valid and forecast lines to be on the left of the line. What to do? Thanks

[@monicacorreia9304]

Did you check for data stationarity? Is it necessary to use ARIMA?

[@indrayudhmondal412]

can you share the jupyter notebook?

[@x1PMac1x]

I really like how well you explain your process. Do you have videos about the RMSE and other stats concepts?

[@relaxationstation7128]

Hi could you please share your excel where you explain all the different ML techniques in the start of the video ?

[@padynz9869]

Amazing clarity!! Thank you very much.

[@arthurlucena9898]

Hi! My prophet doesn't work well. I dont know what to do. I tried to remove timezone from ds, but it doesnt work. Could you help me?

[@karimyusrizal]

May i know how to download the raw data?

[@marconarca2706]

model_arima.fit(disp=-1) is type error

[@HealthyFoodBae_]

I think you can just do model.fit() I believe (disp=-1) is for an older version

[@marconarca2706]

@@HealthyFoodBae_ I am currently having a problem because of the previous value in date_range

[@marconarca2706]

@@HealthyFoodBae_ Because when I use date_range function it will include the previous date

[@charusamaddar6550]

Hey there! Amazing video. Just what I was looking for. But I am not able to install fborobhet package ( although rest of them were installed easily). Any tips on what could I do? The error says couldnot find a version that satisfies the requirement.

[@mathhack8647]

Execellent. Thanks

[@YiannisPi]

Glad you liked it!

[@skallamp]

Could you please guide what should be the approach when we have multiple variables?

[@ajaypyakurel1805]

Thank you for your handy video. Waiting for another videos on satellite image classification. Can you make video 😀😀?

[@diegobernales9247]

Hello, I was testing the code and I have noticed that it is outdated, I had problems installing the correct current versions and with it there are changes like: model_arima.fit(disp=-1) no longer works. Another point is that when executing the code to find the best value of "ARIMA", values of AIC = 10 appear, compared to all the others it is smaller, but when testing the corresponding parameters p,d,q , the MSE is much greater and the graph shows that they are bad values. What is this about?

[@tanjiana2278]

i also get this error ..dont knw what to do .

[@VV-om8vv]

Thanks for this

[@manjunath.c2944]

How to deploy time series model ?? That will be very helpful

[@balakrishna5711]

Hi, thanks for Time series, when should expect continuation eagerly waiting...

[@YiannisPi]

Hey Bala, will be sharing it this coming Monday!

[@balakrishna5711]

Thank you