Get Started with Machine Learning and AI in 2023

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This video we walk through a roadmap of how to get started in machine learning and AI. It can seem like a lot at first, but in this video Rob Mulla, kaggle grandmaster, breaks down his suggestions for anyone looking to start in this field. This is a good entry into anyone looking to start a career in data science or machine learning. We break it down into a few steps. This will help you map out your path to becoming a machine learning master including: which programming language to use, what courses to take, and the rest.
Timeline:
00:00 Starting your journey
00:46 Picking a programming language
02:00 Math & Statistics
03:10 Data Wrangling
03:44 Learn Algorithms
04:45 Picking a Focus
06:50 Tools
08:06 Learn through Doing (Kaggle)
Follow me on twitch for live coding streams: / medallionstallion_
My other videos:
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Intro to Pandas video: • A Gentle Introduction ...
Exploratory Data Analysis Video: • Exploratory Data Analy...
Working with Audio data in Python: • Audio Data Processing ...
Efficient Pandas Dataframes: • Speed Up Your Pandas D...
* RU-vid: youtube.com/@robmulla?sub_con...
* Discord: / discord
* Twitch: / medallionstallion_
* Twitter: / rob_mulla
* Kaggle: www.kaggle.com/robikscube
#machinelearning #datascience #python

Опубликовано:

1 май 2024

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Комментарии : 37

@ehtishamullah1510 Год назад

Thank you. Very clear and to the point. Also, no selling your own course and self-promotion. Subscribed.

@faisalalsrheed82 Год назад

Thank you for sharing your knowledge. Great videos. Keep it up :)

@robmulla Год назад

Whoa! I really appreciate the super thanks. 🙏

@ehtishamullah1510 Год назад

@@robmulla BTW Mulla means a scholar in Islam. Names do have an effect on people. So read a few pages of the Quran this weekend. You never know.

@finix7419 7 месяцев назад

@@ehtishamullah1510 lol people still believe in a book written by a fraud calling himself prophet

@Guidoooowww Год назад

I came from twitch for your recommendation and I will say AMAZING video, I will be around here for a long time! >.

@robmulla Год назад

Welcome aboard Guido! Fun to have you join the stream yesterday and glad you enjoyed the video. Please share it with friends who you think might also enjoy it!

@leticiafariasvieira Год назад

Thanks, im a computer science student and i don't see much of this topycs in the graduation, so im trying to search ways to study and star my on projects in the field. I really like your channel and lives, always keep posting, it helps a lot

@robmulla Год назад

Glad you found this as a helpful guide, Leticia! I plan to make a lot more content in the near future.

@mohan250s Год назад

it gives me a clear idea bro, thanks for making this video

@robmulla Год назад

Most welcome 😊 - Glad you learned something. Share with a friend!

@jti107 Год назад

excellent video! thx for putting this together

@robmulla Год назад

Thank you for the feedback! If you enjoyed it please share with anyone else you think might benefit from watching.

@sreekartammana Год назад

4:45 is point most of the people do not discuss. Thanks for this Rob! And I have a request from my side, I have learned some basic math and now learning ML algo's. I'm mostly intrested towards Computer Vision. If possible can you make video on Roadmap of Computer Vision. Because I haven't found any great resources of CV. Hoping from your side :)

@robmulla Год назад

Thanks so much for the comment. I’m glad you found this video helpful. I’ll definitely consider a CV focused video in the future.

@TheRealKitWalker Год назад

Here's one from him ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-AxIc-vGaHQ0.html

@prashlovessamosa Год назад

You are the best teacher.

@robmulla Год назад

Thanks! I don’t think so but I’m glad you do.

@gustavojuantorena Год назад

Another great video Rob! I have a question: Do you think that you need a deep understanding of advance mathematics in order to be good in Kaggle (and Machine Learning in general)? To clarify, I'm not talking about the "yes or no math" debate in social media, but I want to know how much effort do you think that someone need to put in this skills. Thank you!

@robmulla Год назад

Hey Gustavo, thanks for the feedback. That's a great question and there is no perfect answer. I do think that the ability to intuitively understand math concepts is important in order to be good at kaggle. I don't think it's important to understand ALL the math behing the algorithms that are used. Understanding linear algebra is important if you want to gain an intuition for how deep learning models operate. Also understanding probabilities is very imporant if you want to have inutition about how your model is performing and understand the randomness within the model's predictions. I came from a strong math background (electrical engineering) prior to data science so I make take some of those things for granted. Hope that helps!

@gustavojuantorena Год назад

@@robmulla Thank you for taking the time to answer me 👍

@Gabriel2729CRVG Год назад

Trying to learn English to watch your videos 😭

@md.al-imranabir2011 Год назад

Great to know you switched to ML from a different role. I am also trying to do the same (I am an EEE graduate). May I know what was your major?

@md.al-imranabir2011 Год назад

I found the answer in a podacst you attend.

@wissammetawee Год назад

Thanks so much for this video Rob, it was very informative, i was wondering if we can use tqdm on fitting a model ? or lets say on fitting a GridSearchcv, most of the time the fitting takes too long and i wish there was a way to display the progress, i was also wondering if you made any videos about pytorch or tensorflow :)

@robmulla Год назад

Hey, thanks for watching. You should be able to use tqdm on any iterable- there may be code out there already that does something like what you mention. I hope to make some videos on deep learning soon! Thanks for the feedback.

@hadilotfi4016 10 месяцев назад

Hi Rob, One of youtuber says that there aren't any entry-level positions for beginners in ML also he recommends to working as a data analyst or working in jobs related to Sql for a couple of years after working with real world problems then you can switch to Machine learning ,But I don't like this pass can I straight jump into ML? What's your opinion ? THANKS A MILLION 🌹

@roottokyo0918 Год назад

Hi, I have a question about computer vision. I understand the mathematical definitions of each layer included in model and gradient descent. But what are the thinking processes of developers for their selection / order of layer(s) while building a huge practical model? I would be thankful if you could teach me or give me some related materials.

@robmulla Год назад

I think that understanding the details of each layer in the deep learning model is a bit overrated for a general practitioner. In most cases you will be taking a existing model archetecture like efficientnet or densenet and then adding a custom head for your output. The main thing you need to learn is how to train the model - lr scheuler, model size selection, batch size, etc. It's an art more than a science!

@roottokyo0918 Год назад

@@robmulla Thanks for the advice.

@robmulla Год назад

@@roottokyo0918 yout got it! Happy to help

@desert915 11 месяцев назад

What has your original job

@iuk4280 Год назад

What did you do in Energy? I am interested. Any reference? Thank you.

@robmulla Год назад

I worked for a power utility! Thanks for watching.

@CarolinaMunoz-vy3ni Год назад

Why did the channel's name change?

@robmulla Год назад

I decided to start using my real name so that I could feel open to making a wider range of content. Did you like the old name better?

@CarolinaMunoz-vy3ni Год назад

@@robmulla Of course not. In fact, I never understand the first one 😅(I mean, I didn't really get what you wanted to say with 'Medallion'). I really like your decision because also, you are developing your personal branding.😃