How to Get Started with Machine Learning & AI

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Tech With Tim

Tech With Tim

Күн бұрын

So how do you get started with machine learning and AI? What should you learn first? Well in this video I will be discussing the exact things you need to learn to get started with machine learning. I'll be talking about which language to learn, how much math you need and what ML algorithms to learn first.
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Tags:
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- Get started with Machine Learning
- Machine learning getting started
- Get started with AI
#AI #MachineLearning

Пікірлер: 663
@TechWithTim
@TechWithTim 4 жыл бұрын
Want to learn Python? Check out my comprehensive Python course: programmingexpert.io
@sadiqabbaszade4789
@sadiqabbaszade4789 4 жыл бұрын
Seems like it is better than pycharm
@akshatmodi4843
@akshatmodi4843 4 жыл бұрын
Hey Tim Great video.. I am a farely new sub to your channel.. Gotta say hands down really nice content and I can connect to your language and how put things so well! I just wanted help, I done learning Python. I want to start getting Data Science and Machine Learning. I tried few things but not able to understand some part.. But one main question is that should I use: Anaconda or the Vanilla Python for Machine Learning and Data Science? Thanks again!
@SirboOfficial
@SirboOfficial 4 жыл бұрын
Tech With Tim You don’t need to thank us for watching you! Your videos are so inspiring and helpful m8.
@parthranawat5748
@parthranawat5748 4 жыл бұрын
what a hypocrite dude! In one video you suggest to avoid all these things and not use an IDE and now you are promoting it
@TechWithTim
@TechWithTim 4 жыл бұрын
@@parthranawat5748guess you didn't listen to that video! or maybe you misunderstood me
@EpicMicky300
@EpicMicky300 4 жыл бұрын
steps of getting started with machine learning: 1. Get excited about machine learning. 2. Learn birds eye topics and think you understand machine learning. 3. Learn more about math and realize you don't understand machine learning. 4. Realize no one understands machine learning.
@tyrantula767
@tyrantula767 4 жыл бұрын
EpicMickey This is so true.
@appleorange754
@appleorange754 3 жыл бұрын
That’s exactly what happened in quantum physics class in my undergrad. I still have no idea what happened.
@yashsolanki069
@yashsolanki069 3 жыл бұрын
True that😁
@randomdude7386
@randomdude7386 3 жыл бұрын
@@appleorange754 that is maybe, bc the models you get taught are always lacking behind
@Ramdas_Devadiga
@Ramdas_Devadiga 3 жыл бұрын
break
@user-wg8hq7nw5c
@user-wg8hq7nw5c 3 жыл бұрын
There are two kinds of people: the ones who say 'data' and the ones who say 'data'
@itsanantsingh
@itsanantsingh 3 жыл бұрын
Your comment is underrated my man. :(
@demiogboye7658
@demiogboye7658 3 жыл бұрын
People who say "data" instead of "data" are weird
@soulninjadev
@soulninjadev 3 жыл бұрын
Why did u read both differently
@saosaqii5807
@saosaqii5807 3 жыл бұрын
Date ah That ah
@swx6074
@swx6074 3 жыл бұрын
bcs its stolen
@HasteBlade
@HasteBlade 2 жыл бұрын
ML STEPS: 1. The Problem 2. Data Collection 3. Data Cleaning 4. Data Selection 5. Pick a model 6. Train model 7. Test model 8. REPEAT Getting Started 1. Learn the Language 2. Basic ML Algorithms: - Linear Regression - KNN(K-Nearest-Neighbours) -SVM(Support Vector Machines) 3. Learn whats interests you: - Reinforcement Learning - Neural Networks - Computer Vision
@petermark3161
@petermark3161 Жыл бұрын
Thanks
@lorebirb
@lorebirb 4 жыл бұрын
Repeat with me: don't skip the math.
@jalgames6582
@jalgames6582 3 жыл бұрын
artificial intelligence it' s not funny without the math
@programmerrdai
@programmerrdai 3 жыл бұрын
don't skip the math.
@abhisheksakibanda1885
@abhisheksakibanda1885 3 жыл бұрын
don't skip the math
@StommelenGames
@StommelenGames 3 жыл бұрын
too late
@daviedood2503
@daviedood2503 3 жыл бұрын
Math skipped me bruh.. Edit: one year later and this kinda blew up. 😮😂 thank you!! 💪😎
@randytruong7562
@randytruong7562 4 жыл бұрын
This was awesome! As someone who is still only recently introduced into the CS field and interested in perhaps dabbling in ML/AI, this was really helpful for people like me. Thank you.
@leminhao890
@leminhao890 4 жыл бұрын
hi there fellow vietnamese
@Rulzan
@Rulzan 4 жыл бұрын
Dude, I love you for the fact that you help improve the community. Kudos!
@carlopailagao
@carlopailagao 4 жыл бұрын
I kind of was able to go through a machine learning sample project walk-through myself but this vid gave the BEST OVERVIEW for starting with Machine Learning
@RoyalBengalCub
@RoyalBengalCub 4 жыл бұрын
Hello! We are researchers in human-computer interaction (HCI) looking for people who have taken an initiative to recently learn Machine Learning on their own, for career, course or curiosity. Tell us here (www.surveymonkey.ca/r/SelfLearning_ML) about your experiences and any difficulties you faced while self-teaching ML and how you overcame them, and have a chance to win $50 giftcard. You can help this project by taking out 5-10 minutes to participate in our study. People from any major/background may participate. For more details, see here: www.surveymonkey.ca/r/SelfLearning_ML Please share this request with your colleagues or friends who fit this description. The survey will be open until July 20, 2020.
@olamideagboola1195
@olamideagboola1195 4 жыл бұрын
Finally found the perfect learning path for Machine Learning and AI Great job Tim!
@zackone6829
@zackone6829 3 жыл бұрын
I am old and listening to this guy opens my eyes on so many things. You are awesome dude, keep it up.
@nich1943
@nich1943 3 жыл бұрын
The most surprising thing for me is that I have always been interested in AI but did not know what computer science classes to take to follow this through. I ended up taking a fundamentals to data science class this semsester and it taught me much of the Basic AI algorithms that you mentioned. I guess luck is on my side lol
@petermark3161
@petermark3161 Жыл бұрын
Same here I don't know where to start
@lourensbenningshof6564
@lourensbenningshof6564 4 жыл бұрын
Great work Tim, extremely clean! cheers from Amsterdam!
@activestate
@activestate 4 жыл бұрын
Really liked the step-by-step breakdown of the process, the whole video was very informative !
@lukashellstrom3336
@lukashellstrom3336 4 жыл бұрын
You’re an amazing speaker and explain concepts very well. Thanks for your invaluable videos. :)
@TechWithTim
@TechWithTim 4 жыл бұрын
Thank you! I appreciate that
@kazz8176
@kazz8176 3 жыл бұрын
You meant valuable right
@unlisten6165
@unlisten6165 3 жыл бұрын
Kazz invaluable actually means very valuable, yes the english language makes no sense
@ayaanp
@ayaanp 3 жыл бұрын
@@unlisten6165 I know right LOL
@oreo9268
@oreo9268 4 жыл бұрын
Thanks bud ! i was looking for a video that'd tell me how exactly can i start and this vid indeed gave me a vision . Keep posting :)
@RoyalBengalCub
@RoyalBengalCub 4 жыл бұрын
Hello! We are researchers in human-computer interaction (HCI) looking for people who have taken an initiative to recently learn Machine Learning on their own, for career, course or curiosity. Tell us here (www.surveymonkey.ca/r/SelfLearning_ML) about your experiences and any difficulties you faced while self-teaching ML and how you overcame them, and have a chance to win $50 giftcard. You can help this project by taking out 5-10 minutes to participate in our study. People from any major/background may participate. For more details, see here: www.surveymonkey.ca/r/SelfLearning_ML Please share this request with your colleagues or friends who fit this description. The survey will be open until July 20, 2020.
@jayamankrah4328
@jayamankrah4328 4 жыл бұрын
Great work Tim, nice and clean. This helps me a lot
@sadiqabbaszade4789
@sadiqabbaszade4789 4 жыл бұрын
This is the video that I needed. Thanks
@s4lm._179
@s4lm._179 4 жыл бұрын
Tim is actually my Udemy ♥. xD thanks Tim.
@alexandergauthier7824
@alexandergauthier7824 Жыл бұрын
Your videos are always great Tim. I work at Databricks and often points customers to this very video as an intro to ML.
@armincal9834
@armincal9834 4 жыл бұрын
I never even wanted to learn AI or python but i watched ur video till the e endo anyways because your explanation was so clear and nice :)
@nehemiah5220
@nehemiah5220 3 жыл бұрын
Thank you for the video! Super helpful! I’m an animation major and interesting in technology (coding, AI, IT) I’m very new to this so thanks again 😻😁
@JoaquinRoibal
@JoaquinRoibal Жыл бұрын
Thank you for the intro to machine learning. I've got an intermediate level understanding of Python and this video helped me to understand the next steps to take.
@mohammedhafiz8132
@mohammedhafiz8132 4 жыл бұрын
You are the inspiration that am looking for at the present.. really thank you for this video
@AndreasZinonos
@AndreasZinonos 4 жыл бұрын
Hey Tim, good video! One thing I would say is that I wouldn't recommend beginners to start with Reinforcement Learning - as a matter of fact I think that's one of the more advanced applications. Supervised Learning with Neural Nets or Computer Vision would be my suggestions before going to Reinforcement.
@valor36az
@valor36az 4 жыл бұрын
Best video on the topic to the point. Can you make a video on hardware recommendations for deep and machine learning
@joseortiz_io
@joseortiz_io 4 жыл бұрын
Great tips tim. Have a good one!😊👌
@AlejandroPerezVlog
@AlejandroPerezVlog Жыл бұрын
Thank you so much! Very helpful! Exactly what I was looking for.
@nitowl8515
@nitowl8515 3 жыл бұрын
thanks so much for the video, it is super helpful! :) I would really appreciate it if you could answer a few questions for me, what was your plan when you were learning machine learning? How long did it take you to get where you're at now? What plan did you have? How did you get where you're at today? I'm a young teen and am really interested in AI, I'm decent in JavaScript and currently learning python. I will definitely follow your advice, and watch your other videos, I want to really make sure what I'm getting into before making any huge commitments.
@r_m5545
@r_m5545 4 жыл бұрын
Thanks a lot Tim 🙌 You are the best I'm sure you would be hitting 1 million subscribers milestone by the end of 2020. Keep up the good work , God bless!
@reimziesalt6658
@reimziesalt6658 2 жыл бұрын
gg
@lecomp
@lecomp 2 жыл бұрын
Thank you for the recommendations, I’m really into AI programming and I want to leave my truck driver job to start as a programmer. I’ve working with that about five years ago. Even been 36 I am definitely going for it!
@zikangjiang388
@zikangjiang388 2 жыл бұрын
you got this good luck
@alanwayne369
@alanwayne369 2 жыл бұрын
Great brother
@movement2contact
@movement2contact 2 жыл бұрын
How's the journey going? I wish I too could just follow through on plans like that... 😫
@lecomp
@lecomp 2 жыл бұрын
@@movement2contact still working on it. Not much progress yet, I just need to create the routine and keep it.
@movement2contact
@movement2contact 2 жыл бұрын
@@lecomp Didn't see your reply, just got notification that I got upvoted... I personally started my truck driving lessons, so we're gonna swap in a way I guess... ✌🏻👴🏻
@adityagoyal4299
@adityagoyal4299 Жыл бұрын
This video is a gem for anyone who wants to start their journey in Machine Learning
@musicforest9243
@musicforest9243 4 жыл бұрын
Awesome videos Tim. Keep up the god work. Learning a lot from you
@ivanlo7195
@ivanlo7195 2 жыл бұрын
I don't realize it is a 10 min video, I thought it was 4-5 minutes. Very Clear and makes AI sounds interesting.
@raj05tilak
@raj05tilak 4 жыл бұрын
i reached here as this video was the first one to show on google page.... good information ,hats off, my first ever beginner video
@RoyalBengalCub
@RoyalBengalCub 4 жыл бұрын
Hello! We are researchers in human-computer interaction (HCI) looking for people who have taken an initiative to recently learn Machine Learning on their own, for career, course or curiosity. Tell us here (www.surveymonkey.ca/r/SelfLearning_ML) about your experiences and any difficulties you faced while self-teaching ML and how you overcame them, and have a chance to win $50 giftcard. You can help this project by taking out 5-10 minutes to participate in our study. People from any major/background may participate. For more details, see here: www.surveymonkey.ca/r/SelfLearning_ML Please share this request with your colleagues or friends who fit this description. The survey will be open until July 20, 2020.
@raphaelmorgan2307
@raphaelmorgan2307 3 жыл бұрын
I started learning Python specifically to get into AI but so far I hate the syntax... it's not hard it's just... those were my emotional support curly brackets :(
@EvenTheDogAgrees
@EvenTheDogAgrees 2 жыл бұрын
Hug... {
@thedrunknmunky6571
@thedrunknmunky6571 2 жыл бұрын
Hug
@fayzankowshik3625
@fayzankowshik3625 2 жыл бұрын
}
@coolpotato6759
@coolpotato6759 2 жыл бұрын
:{
@easynameeasy12
@easynameeasy12 2 жыл бұрын
you can still use the emotional support "{}" in python right?
@rafeeka9871
@rafeeka9871 4 жыл бұрын
Thanks a lot , now i got a clear vision on how to get started with Machine Learning .
@nadalaban4188
@nadalaban4188 2 жыл бұрын
I really needed this to clear my thoughts and prioritize my mind
@williamduncan533
@williamduncan533 2 жыл бұрын
One thing I know about this channel is that I can trust anything I hear on here. Big thumbs up for Tim👍
@ConnoisseurOfExistence
@ConnoisseurOfExistence 3 жыл бұрын
First video I watch by you - just subscribed. I'm very interested in machine learning. Already got the basics in Python and a bit beyond that...
@UltraFAKE755
@UltraFAKE755 4 жыл бұрын
this video helped me alot with some questions I had. thank you. also kite is cool
@MrPlaiedes
@MrPlaiedes 4 жыл бұрын
Super important that when you test your model, you update the data.
@AgentRex42
@AgentRex42 4 жыл бұрын
Thank you for everything !
@aymenkhouja
@aymenkhouja 2 жыл бұрын
Thank you Tim, I leaned a lot!!!
@sparrowkayuni5267
@sparrowkayuni5267 4 жыл бұрын
I can't stop looking at the lights in the back... *GORGEOUSSSS*
@yashgala7556
@yashgala7556 4 жыл бұрын
Great video, thanks for doing this!!
@Daly69
@Daly69 4 жыл бұрын
Only 120k subs .. man u deserve more than that .. keep up the good work
@kingjayfps
@kingjayfps 4 жыл бұрын
ill make sure to sub this man is great thanks also Tim
@MdSheraj
@MdSheraj 4 жыл бұрын
Is this the classic commenting on your own video with a fake account🤣
@mwanikimwaniki6801
@mwanikimwaniki6801 4 жыл бұрын
@@MdSheraj 😂😂😂😂😂
@EmilParkour
@EmilParkour 3 жыл бұрын
Well, now he has 500K ^^ So yes, he definetly deserved more xd
@Alex-dg3nc
@Alex-dg3nc 2 жыл бұрын
@@EmilParkour 1M
@egomeum4330
@egomeum4330 4 жыл бұрын
Thank you, this will help us alot!
@amanuelmekashaw8738
@amanuelmekashaw8738 2 жыл бұрын
Thank you very much this helps all of us a lot in our journey to Machine learning i appreciate your effort for helping people like us again thanks
@armandolicon
@armandolicon 3 жыл бұрын
After watching this video I decided I’m going to learn Python this year , I can use lots of machine learning and AI in the chemical industry
@cnparlak
@cnparlak 4 жыл бұрын
1) first via youtubers, thank you so much guys.. 2) then pay a little bit via udemy 3) trying to comply codes to my work
@mnsh6313
@mnsh6313 4 жыл бұрын
Andrew ng Machine learning is free and a nice option too.
@RoyalBengalCub
@RoyalBengalCub 4 жыл бұрын
Hello! We are researchers in human-computer interaction (HCI) looking for people who have taken an initiative to recently learn Machine Learning on their own, for career, course or curiosity. Tell us here (www.surveymonkey.ca/r/SelfLearning_ML) about your experiences and any difficulties you faced while self-teaching ML and how you overcame them, and have a chance to win $50 giftcard. You can help this project by taking out 5-10 minutes to participate in our study. People from any major/background may participate. For more details, see here: www.surveymonkey.ca/r/SelfLearning_ML Please share this request with your colleagues or friends who fit this description. The survey will be open until July 20, 2020.
@talhayasin99
@talhayasin99 4 жыл бұрын
Gururlandım
@mwanikimwaniki6801
@mwanikimwaniki6801 4 жыл бұрын
@@mnsh6313 I am taking that course... It is great
@allmtn2737
@allmtn2737 4 жыл бұрын
@@talhayasin99 I like you
@Only4Rights
@Only4Rights 4 жыл бұрын
Keep those great vids coming...you're a natural....Terry and Joyce
@AmandaxLy
@AmandaxLy 3 жыл бұрын
Great explanations and comprehensive overview!
@striderboi3397
@striderboi3397 4 жыл бұрын
Great work man, keep it up. Great vids
@TechWithTim
@TechWithTim 4 жыл бұрын
Thanks!!
@DXPAlien
@DXPAlien 3 жыл бұрын
Thank you so much for the guidance man.
@MrLunary
@MrLunary 3 жыл бұрын
Good stuff Tim, Nice and to the point.
@ViratKohli-jj3wj
@ViratKohli-jj3wj 4 жыл бұрын
This video is awesome, it answered my so many questions, thank you
@harshchaudhary7490
@harshchaudhary7490 4 жыл бұрын
Why aren't you focusing on match vs SA instead you are wasting time learning ML.
@hairlessstyle3489
@hairlessstyle3489 3 жыл бұрын
Thanks for this grest video! Helped me a lot
@kaushalrijal
@kaushalrijal 3 жыл бұрын
This video has encouraged me a lot. Let's see!
@monkeyrobotsinc.9875
@monkeyrobotsinc.9875 4 жыл бұрын
You are not dumb. This is amazing.
@cwoods1132
@cwoods1132 3 жыл бұрын
Solid work! Thank you!
@robertcrier3551
@robertcrier3551 4 жыл бұрын
Wow, I'm amazed you did this in one take. I see myself cutting parts of videos to hide my mistakes, but this video was well understood and executed greatly.
@ryanmckenna2047
@ryanmckenna2047 2 жыл бұрын
Thanks Tim this really helped!
@najouakhaloui4186
@najouakhaloui4186 2 жыл бұрын
Thank you so much for this video, it was very informative and helpful for me.
@usamahussain4461
@usamahussain4461 3 жыл бұрын
This seems interesting. My university sadly is dumb and they do not know the sequence in which to teach. We have started soft computing directly from Neural Networks (without even having studied AI!). In activation function, it was mentioned that it is necessary, otherwise the NN will behave like a linear regressive model and it won't help a lot in learning, and i said to myself, "What the heck!?"!
@nadalaban4188
@nadalaban4188 2 жыл бұрын
Dude ! Thank you very much !
@Neotenyx
@Neotenyx 2 жыл бұрын
That is exactly what I was looking for
@thatotherguy4245
@thatotherguy4245 4 жыл бұрын
Excellent video, thanks Tim
@user-cy3je1xd1c
@user-cy3je1xd1c 3 жыл бұрын
Amazing video! Thanks for help!
@gowtham1508
@gowtham1508 4 жыл бұрын
Thanks bro that was really helpful. After linear agression,KNNand SVM what should i learn to get into atonumous vehicle.
@ronmendez22
@ronmendez22 3 жыл бұрын
Because of this explanation i finally understood that i a Able to program
@hypergon123
@hypergon123 3 жыл бұрын
I really like your video Tim, I'm starting to learn more in your channel than in class lol hahaha
@rafo516
@rafo516 3 жыл бұрын
thanks, really good job bro!!
@mineme678
@mineme678 3 жыл бұрын
For years i've been working on and off with C# and within a month of using python im certain that i can more easily create python programs than i could in C#. The language allows fluidity in thought whilst typing
@talhazubair4036
@talhazubair4036 3 жыл бұрын
Coool video, man! Thanks.
@lakeguy65616
@lakeguy65616 3 жыл бұрын
Great videos, I've love to see your take on pytorch.
@husainkhatba8991
@husainkhatba8991 4 жыл бұрын
Thank you Tim !
@ayanishdas7145
@ayanishdas7145 4 жыл бұрын
Hey Tim what projects do I take up to get a hang of basic ai?
@rileycurtis6704
@rileycurtis6704 4 жыл бұрын
For math. Would you recommend more than a into to calculus high school class?
@TemurSolief
@TemurSolief 2 жыл бұрын
Thank you, Tim
@lordtejas9659
@lordtejas9659 4 жыл бұрын
*you look like a jedi too me, you are one of us!*
@dhananjaykansal8097
@dhananjaykansal8097 4 жыл бұрын
Lovely! Thank u so much sir
@Chabdi111
@Chabdi111 2 жыл бұрын
Im a noob and i found this video and this really healped i wouled love too see some exampels and in depth video:)
@mattt2684
@mattt2684 4 жыл бұрын
Great content, as usual
@HarshGupta-ho6ds
@HarshGupta-ho6ds 4 жыл бұрын
Thank you brother for Sharing such a valuable information with us
@raisalengko9056
@raisalengko9056 4 жыл бұрын
you are really helping us dude
@mohdhafizabdulghaffar8564
@mohdhafizabdulghaffar8564 2 жыл бұрын
Great sharing. Thank you very much!
@rudraprataprao5823
@rudraprataprao5823 2 жыл бұрын
Respect man Great video Lot of value added✅
@scientist1016
@scientist1016 4 жыл бұрын
Dear Tim, thank you very much.
@harishhanchinal2838
@harishhanchinal2838 4 жыл бұрын
Very nice... Thank you !
@akalankaalutwela7712
@akalankaalutwela7712 3 жыл бұрын
Thank you, Tim!!!
@creativecore3575
@creativecore3575 4 жыл бұрын
straight to the point. Nice
@mostafabarmshory2990
@mostafabarmshory2990 3 жыл бұрын
Math is the most important part of AI and matching learning. Do not forget
@paulcap9688
@paulcap9688 2 жыл бұрын
Hi Tim. Thanks for all your videos. If we did want to understand the math behind ML, where do you recommend we start and how do we go about it? 'Linear algebra' and 'calculus' are huge areas, so I was wondering if you could recommend how someone who wanted to get up to speed on the math behind ML do so. Thanks and good luck in 2022!
@mentefria98
@mentefria98 Жыл бұрын
I recommend you to check the tutorials on the deeplizard youtube channel
@ExtrusionXDesigns
@ExtrusionXDesigns 7 ай бұрын
most of the math are statistics so you can start from there
@AlejandroPerezVlog
@AlejandroPerezVlog Жыл бұрын
Super useful!!! Thank you!!!
@Milesmorales6969
@Milesmorales6969 Жыл бұрын
the most informative video so far
@khalifdove7955
@khalifdove7955 3 жыл бұрын
Thanks for the upload very very appreciated
@EugeneAtViaTyping
@EugeneAtViaTyping Жыл бұрын
Thank you!!!
@shortclips8188
@shortclips8188 4 жыл бұрын
Which book(s) did you use to learn python as a self taught python programmer
@Gorilla89er
@Gorilla89er 2 жыл бұрын
Amazing that was helpful
@SkullKiD096
@SkullKiD096 2 жыл бұрын
Thank you sou much for the advices ;)
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