Friends, here are some helpful links: • 🤓Sign up for the full course (40+ hours of TensorFlow) - dbourke.link/ZTMTFcourse • 💻Get all of the code/materials on GitHub - www.github.com/mrdbourke/tensorflow-deep-learning/ • 📖Read the course materials in beautiful book form - www.learntensorflow.io • ❓Ask a question - github.com/mrdbourke/tensorflow-deep-learning/discussions • 💬Get live captions (if using Google Chrome) - support.google.com/chrome/answer/10538231?hl=en Happy Machine Learning!

@hrishipaul5424

3 жыл бұрын

You are awesome dude!!:) Love from India

@josbexerra8115

2 жыл бұрын

Excellent sir...., it would be very kind of you to activate the subtitles of your wonderful course

@maohejiang6485

Жыл бұрын

I’m gonna buy the course, thanks

@alabiobin128

Жыл бұрын

Can i please get the link to the discord chat?

@vedantmahida4996

Жыл бұрын

Hey Daniel, is it good idea to watch this tutorial on tensorFlow before continuing Deep learning portion on ZTM - Data Science and Machine learning course 2022? I think this youtube tutorial does more indepth. So it may help increase the speed of learning in Udemy course

Get ready to dream in tensors.

@munasheruvinga5458

3 жыл бұрын

Thank youu soo much Daniel!!!!!!!

@ArjunKumar123111

3 жыл бұрын

I can only imagine how many hours you've put into it. You're a legend Dan!

@CodeEmporium

3 жыл бұрын

The mind is a matrix

@chihpoc

3 жыл бұрын

@@CodeEmporium the mind is a tensor :)

@ayencoscolfield3312

3 жыл бұрын

Great job

Friends I have been following this video for last 5 days to complete the code with practice simultaneously

@mrdbourke

2 ай бұрын

Keep going guys! You’ve got this!

@drm8164

13 күн бұрын

Is it all I need to get ready for Tensorflow certification examen ???

Im 5:47:41 hours deep, I have been wanting to say this from early on but I wanted to make sure I am not too fast to talk. You are an excellent teacher, regardless of the topic you are teaching in this video, the way you teach is exactly the way it should be done. You arouse our critical thinking and you get us to make questions. You might not be here in this room with me but i feel more energy from you than from my university teachers in person💯💯💯

this style of teaching is so effective for people like me who have ADHD, thank you so much you absolute ledgend

@mrdbourke

3 жыл бұрын

It's how I like to learn too! Thank you for the kind words Rohan, enjoy!

@paulntalo1425

3 жыл бұрын

I agree 120%. Am baffled. The voice and quality are just legendary

@lifehope4201

3 жыл бұрын

Rohan bhai.....ADHD....?

@LaurentLaborde

2 жыл бұрын

you can follow a slow 10h course with ADHD ? ^^

@wgabrys88

28 күн бұрын

Hahaha, same, it's good because instead of providing definition, the author goes to Google and tries to explain to us what it means - it's like watching a movie, you don't know what google will display and how the author will explain that to us - dopamine driven course 🎉

I cant thank you enough for all the efforts you do to teach ML. You can’t find quality content like this anywhere else, for free.

@mrdbourke

3 жыл бұрын

You're welcome Faris! Enjoy legend!

@nagamohith3467

3 жыл бұрын

Yes He is a legend

Amazing tutorial Dan! Step by step and great explanations. The fact that you show how exactly you are searching something when you do not know how to use a specific function helps the audience to become "self-taught". Thank you so much!

I'm loving the intro, it feels like we are figuring out everything together. makes it much more approachable for me, a beginner. really appreciate it.

Hats off man, great tutorial and great way of teaching, My search for tensorflow turotial ends here until I finish up with 10+4 hours of your tutorials. Thanks a ton and great service to machine learning enthusiasts.

NOTE: If you are getting a TypeError at 4:39:49 while fitting the model you will need to add tf.expand_dims() I don't know why but it worked for me. example: model.fit(tf.expand_dims(x, axis=-1), y, epochs=5) Edit: I did some studying the reason this error was there because the training data and evaluation data are not of the same dimensions and/or number similar to when tried to dot product the matrices.

@ahmadbodayr7203

Жыл бұрын

Thank you man god bless you

@pinehteshapple3666

Жыл бұрын

@@ahmadbodayr7203 I did some studying the reason this error was there because the training data and evaluation data are not of the same dimensions and/or number similar to when tried to dot product the matrices.

@bushbasher9791

Жыл бұрын

bcz dense expecting 2d tensor , maybe they updated that

@akoub5270

Жыл бұрын

thanks a lot , i really spent a lot of time trying to figure out what was the problem . thanks for sharing

@amoghrgowda4652

Жыл бұрын

Thanks man

*A playlist with 60 videos of 10 min each* Me: meeeh, not today... *A single video with a 10 hours marathon* Also me: LET'S GO FOR IT!!

@mrdbourke

3 жыл бұрын

If I could have made this one single video, I would’ve

@leonardopetribu7207

3 жыл бұрын

@@mrdbourke did I hear 15 hours of pytorch?? 😅😅 But seriously, congratulations for the content bro

Even better then paid courses ! Thank you Daniel for such amazing stuff.

This is amazing, first video I’ve seen of this kind that the person uses simple language whilst telling you the complicated form so you don’t get bewildered when doing further research; bravo sir!

This video is extremely underrated my man. Amazing job! Please keep on making more videos. You are a terrific teacher

@habeebrahman9790

2 жыл бұрын

Amazing

Love the way you keep me engaged throughout the video by sharing our enthusiasm. Amazing Job! You have my subscription

Hey Daniel, I'm studying neuroscience at uni currently and I just wanted to say thanks for the great tf series. I'm doing data analysis for the lab I'm working in and have been trying to implement some deep learning techniques to speed things up. This channel has been the most helpful resource by far for my own exploration of ML, so keep on, brother, and thanks again.

For those who had a ValueError right from the getgo There is one extra line that he didn't have to add with his version of TensorFlow model = tf.keras.Sequential([ tf.keras.layers.Input(shape=(1,)), ###This extra line tf.keras.layers.Dense(1) ]) model.compile(loss=tf.keras.losses.mae, optimizer=tf.keras.optimizers.SGD(), metrics=["mae"]) model.fit(X, Y, epochs=5)

After going through so many complicated and advanced tutorials (PS :- Didn't understand all the stuff there, this video literally made every concept clear). HATS OFF to such great creators like you sir !. Thank you so very much. Please make more advanced long tutorials so that we can become experts as well. Thank you !

Your teaching method is superb! Typing along with you, in additional to how thoroughly and clearly you explain everything, is a crucial supplemental learning dimension. I'm amazed here not just about how much I know but how much I understand. Thanks Daniel!

@mrdbourke

2 жыл бұрын

You’re welcome legend! Thank you

Seven months later I find your video from KZread recommendations so helpful and easier to understand I’m a self thought programmer so I can’t understand what others KZread video’s saying and confused and drop the topic and didn’t look at them, but your video is so understand and very details, One sub from me:)

Dear Daniel, I wanted to thank you for the effort you put into making this video. I was learning machine learning when I came across your videos. I used it a lot and my learning process increased greatly. I owe you❤

Dan! this is awesome! Thank you for putting in this much effort! You're a really gifted teacher.

@mrdbourke

3 жыл бұрын

Thank you so much!

Absolute Biggy !! Great Initiative Daniel to post it on the channel. Going to share it with everyone out there and recommending the course too

Learning at this fully explained pace really makes the concepts stick, great job man.

For me, this is the most amazing lesson about TensorFlow on KZread ever .. Many thanks, Daniel..

Awesome course to get up and running with TensorFlow specially if one has a good theoretical backbone of the topics explained. Perks to Daniel Bourke, Just fantastic!

No has ever taught ML/DL better....seriously, this is my 4th attempt at ML and I think I might just get it this time! The teaching structure is absolutely beautiful. I am at 5:20:45 and I WILL comment when I get to the end.

@mrdbourke

9 ай бұрын

Thank you! Glad you’re enjoying! Keep learning legend! Can’t wait to hear when you’re done

@b.k.7363

9 ай бұрын

@@mrdbourke Wooho! Done with video 1! Heading on to video 2!

@mrdbourke

9 ай бұрын

@@b.k.7363 outstanding effort! Keep going!

I just had a new project assigned to me - research on DL algorithms for our clients. I have done dozens of courses from EdX and Datacamp to Udemy. Hands-down, this is the most phenomenal course I've seen. This course is even better than the 2 courses I've loved the most since I started learning - Python for everybody by Dr Chuck and Excel skills for Business Specialization on coursera by macquarie. Bravo Daniel! I hope you keep producing endlessly brilliant content like this all your life.

Thankyou so much Daniel ! for making this Introduction to TensorFlow course free on KZread, your way of teaching is really good and the code along lessons are easy to understand. I am nearly done with this KZread part and now i just bought this course. Loving it so far ! Great job !

@rayyanamir8560

2 жыл бұрын

The full course is on udemy

This is amazing, waiting for part -2, your journey is inspiring man! great going looking forward to some great content

@amansinghbhadauria2818

Жыл бұрын

I couldn't find part 2, where is it?

this man was sent from god

@munasheruvinga5458

3 жыл бұрын

Yessss, for real!!!

@ayencoscolfield3312

3 жыл бұрын

You are absolutely correct on all grounds , in fact the man is a small god himself

@patricksfeir6947

3 жыл бұрын

Is he Lucifer ?

I've bought various course packages and tried vocational uni, but quit because it's too fragmented and I end up having to paus and google stuff every 30 sec or so just to feel like I'm not missing anything important. Always on point, very John Dewey with encouraging experimentation and without skipping vitalt bits of information. Excellent progression all the way from the start. The first 55min or so of introduction and answering the important didactical questions (what, why, when, how.. and so on) is REALLY good and I so wish that more educational material had that sort of info at the start of courses. I'm sort of an aspie-kind of person and just rushing through things can be really upsetting and stressful. Will definitely get into the payed material once I've exhaused everything I can from this video.

This was the best course ad I've ever seen. Love it!!! You've come a long way in your journey TF journey 🙏🏾🚀

I am Computer Science student, this semester we were properly introduced to ML as a subject. I was searching for a tf courseware on NN & the moment I saw this video, I was hooked ! It's been 7 hrs now (used my entire weekend), coded along, learnt so much along the way - right from the basic algebra (vectors, scalars, tensors, matrices...) all the way through ML and NN. I'll complete this as well as part 2 before another weekend ! LEARNING HAS BEEN SO MUCH FUN & INTERESTING BECAUSE OF YOU, SIR 'D. BOURKE'. Thanks a lot for such awesome content, your hard work shines throughout the course curriculum. I recommend everyone to justify his hard work by completing the entire tutorial along with Programming.

Daniel, thank you so much for your course! After completing this tutorial, I easily got a job offer because Im able to describe all deep learning concepts in details!

@akshayraoch

Жыл бұрын

For real ?

Just completed this course, there is a certain poise in how you teach man. Amazing! will be learning more from you in future!

It's like finding exactly what you're looking for and finding GOLD content for that matter. I feel lucky to be alive in an era where knowledge such as this one is given for free. Thanks!

Daniel, if your were around when I was a student at my university and I happened to have you as a teacher.... well.... This is an amazing set of lectures! YOU my friend are well on your way to creating the next generation of world class scientists!! Keep up the great work!!!

@mrdbourke

2 жыл бұрын

Thank you Rajat! I really appreciate it!

Hey Daniel!! This is the first video, literally first on deep learning that didn't make me sleep whatsoever... I was hooked to the screen and was able to grasp everything so easily... Kudos to you for your hard work and such a beautiful explanation of concepts... Keep making such awesome videos and we promise we'll leverage this knowledge for the best of data science... All the very best and we love you 💯

@mrdbourke

3 жыл бұрын

So happy to hear you enjoyed! I really appreciate it! Plenty more to come :)

@ananya__f

Жыл бұрын

@@mrdbourke sir please make such a long hourse tutorial for #machine_learning_beginers

Just finished this masterpiece. Took me 2 days. You re wonderful. Thanks so much for sharing.

This is the third course that i've watched so far and I have to say this is the best of all, seriously if you are hesitating with another one I swear this course is lit

@mrdbourke

2 жыл бұрын

Thank you so much Laurent! I appreciate it!

Wow pure dedication to teach deep learning! Love your videos.

@mrdbourke

3 жыл бұрын

Thank you Md!

YOOOO this is some serious stuff!

@vincentvanpuyvelde3931

3 жыл бұрын

1:02:24

@universal4334

3 жыл бұрын

But you never do stuff like this 😅

@mrdbourke

3 жыл бұрын

Ken Jee in the house! Big dog’s gotta eat!!

@manojrana009

3 жыл бұрын

True

Thank you brother, the thing I like the most about you is, you don't get tired of writing each and every code repeatedly. Respect!!

@mrdbourke

2 жыл бұрын

Thank you Girmay!

Man ...Even a small kid can understand these videos...CRYSTAL CLEAR Explanation and He was upto the point!Awesome video and I never found a video like this one and I doubt if i would find something as good as this in the future

Yo, this is sick, Daniel. Thank you so much! Would love a similar one for PyTorch, if you are thinking about doing one :)

The fact that you have ZERO dislikes tells you that this is PURE GOLD. I think that these videos and the whole course should be recommended by the Tensorflow official team for learning TensorFlow. Keep up the good work!

@mrdbourke

3 жыл бұрын

Thank you so much Vasko! That’s a very big compliment! Plenty more to come :)

@demonsawakening

3 жыл бұрын

lol, you jinx it

@THEVIERAOS

2 жыл бұрын

@@demonsawakening Makes me wonder what there was to dislike. Wish KZread would make you give a reason for the dislike.

Sir , you are a gift for us learner... I can't thank you enough for the excellence you give us.. thank you

This is exactly what I was looking for.. Kudos to your ability to put your feet in the shoes of the viewer (especially someone programming illiterate like myself)

"Thank You" will be such a understatame for this gem. You have just made a brilliant tutorial in TensorFlow which will not only help the beginners to get themselves acquiented but also, enable them to know how to actually work out on a problem by searching and interpretting the results and again tweaking the model. Thank you - million times. Love from India.

@mrdbourke

2 жыл бұрын

You’re welcome Saptarshi! I really appreciate it legend

6:44:00 gave some BORAT vibes and i actually smiled. thanks so much for the content. to say your style of teaching is amazing would be an understatement.

@mrdbourke

2 жыл бұрын

Thank you Azeez! I really appreciate it :)

This deep learning course is incredible. It would be really helpful in solving problem in our final year project. Thank you so much for all this content.

Oh man you re a legend. I think this is the most documented and organized tensorflow tutorial on KZread

this man amazes me every time. thank you so much. i hope this course also release on udemy. in this way i can buy this course and learn new things

@mrdbourke

3 жыл бұрын

Thank you! Treat these videos (part 2 coming soon) as the warmup for the Udemy version

I just love the articulation and the analogies with which you teach, Daniel. I don't think I've ever seen anyone teach anything with such an insight. You amaze me and I just love your enthusiasm. I'm looking forward the course in Udemy as well! :D

@mrdbourke

3 жыл бұрын

Thank you thank you thank you Nikhil! Those are some very big compliments. You've put the biggest smile on my face! Udemy version coming soon

@niksvp93

3 жыл бұрын

@@mrdbourke You've totally nailed it! :D

@Jordan-sp5lw

3 жыл бұрын

@@mrdbourke whens the udemy course coming

@robinfelix3879

Жыл бұрын

@Nikhil Vattipalli is the course on Udemy and ZTM is same?

loved this course so much!! I actually bought it on udemy LOVED IT thanks Daniel and any one who helped in the making of this course !!!!

cant thank you enough , just goes to show if you have a good teacher like Daniel, even machine learning , Ai and high end concepts become clear in the seekers mind , god bless bro , keep up the good work , thank you :))

Thank you , man you are the i am 13 and interested in machine learning but whatever course i find is so complicated and explains with maths that i can not understand but you unlike them all you go throughout the thing without alot of complicated maths and explain it pretty well thanks man you are the best

@mrdbourke

3 жыл бұрын

You’ve got this Majduddin, code along and research more when you need

@majduddinalboon6379

3 жыл бұрын

@@mrdbourke thanks man you are a role model for me now

Love the way you say beautiful after each execution of code ,it inspires to have passion in coding.

@mrdbourke

3 жыл бұрын

Working code is a beautiful thing

it was really a great course to start off with deep learning. enjoyed the course and learned a lot. Thank you so much for sharing your knowledge in a great way.

i like the ending part😀. "THE MISSING PART". bro its like a movie, very amazing and understandable

@drm8164

13 күн бұрын

Is it all I need to get ready for Tensorflow certification examen ???

I learnt TensorFlow from this video a week back but forgot to comment. This stuff is too good. Shared it in my community. Every course developer should learn from you. Thanks a lot!

@florentakpro8799

3 ай бұрын

yes but tooo long

This is spectacular Daniel. Thanks for creating this course

Yeah... you are my online lecturer now, this is an increase in my credit hour, thanks so much Daniel...

1:33:00 To see the difference between normal, and uniform distribution we can visualize it on plot: import tensorflow as tf import matplotlib.pyplot as plt random_generator_set = tf.random.Generator.from_seed(43) random_tensor1 = random_generator_set.uniform(shape=(2,20000)) random_tensor_color = random_generator_set.normal(shape=(1,20000)) random_tensor_size = random_generator_set.normal(shape=(1,20000)) plt.scatter(random_tensor1[0],random_tensor1[1],s=random_tensor_size*2000,c=(random_tensor_color),alpha=0.01,cmap='Blues') random_generator_set = tf.random.Generator.from_seed(43) random_tensor2 = random_generator_set.normal(shape=(2,20000)) random_tensor_color = random_generator_set.normal(shape=(1,20000)) random_tensor_size = random_generator_set.normal(shape=(1,20000)) plt.scatter(random_tensor2[0],random_tensor2[1],s=random_tensor_size*200,c=(random_tensor_color*1000),alpha=0.42,cmap='Blues')

In Hinduism we believe teachers are not just a human being but God.....you are my God as far as these topics are concerned 🇮🇳🙏👍🏻😂

Best video I watched on whole internet if you want to start learning Tensorflow or deep learning

Dude to be honest with you you are the best one who talked about this subject like you're literally the best when you speak you just hit the spot in my brain I really wish you the best in life bro you really inspired me a lot luv ya from Iraq❤️

@mrdbourke

2 жыл бұрын

Thank you Amir! I appreciate it legend

I cant believe this is free, thank you

@mrdbourke

3 жыл бұрын

Enjoy Joel!

Great work! I like the teaching method and have couple of questions/observations. 1. In your NN diagram there is a connection between Hidden to Hidden - not sure if you kept it to illustrate skip connections/dropouts and Layers; 2. In the type of learning, adding Reinforcement Learning would be nice

Superb content. Effective teaching style. Anyone without ML / python background can easily understand it. Great efforts.

Every bit of this video is awesome but best part about the video were the small pauses after question + google that gave me a chance to understand/analyse what code is doing and then checking what you say to know if I was wrong or right. This helps me to remember concepts/ideas for longer periods. Thank you Daniel for this amazing tutorial

@mrdbourke

2 жыл бұрын

Thank you Sumant! Glad you’re enjoying

This is exactly what I was looking for, a good concise tutorial. Thanks! also, first comment heh.

this is great. I was waiting for the course to be released on Udemy. now I can already start and just continue once it is released :D

@mrdbourke

3 жыл бұрын

These videos (part 2 coming soon) will get you warmed up for the full version!

@birajparikh3367

3 жыл бұрын

Hey Daniel, Will you release this course on udemy?

I learnt the basics, you are my master, much love from India ♥️🙏

I urge UN to honor Daniel with the best teacher award.. much much better than university teaching

Thank you so much for this invaluable content, I'm going to be going through the whole thing!!

@mrdbourke

3 жыл бұрын

You're so welcome! Enjoy my friend! Part 2 coming soon

I don't know English enough, but for this video, I ready to learn enough:)))

@mrdbourke

3 жыл бұрын

You got this!

@act0r399

3 жыл бұрын

@@mrdbourke thanks:)

In 2022 this is the best content on Ml in the internet. Thanks a million

Thank you for your tutorial. I'm a newbie to python programming, I used NodeJs for TensorFlow, and this tutorial is straightforward to understand. 🍻

What would be the pre requirements or knowledge we should know before starting this video, I’ve just started learning data science around a month ago, would I be able to learn this or should I watch something before this.

@mrdbourke

3 жыл бұрын

If you’ve got experience with Python code + a little ML you should be good to go! I’d even try it out and see how far you get before you get stuck. If you need to go learn something and come back, these videos will still be here Otherwise here’s the list of formal prerequisites: github.com/mrdbourke/tensorflow-deep-learning#prerequisites

Me while coding after watching this entire course : *Hmm*

@messitcool

2 жыл бұрын

witcher vibes. lol

@mohdanasnadeem1236

2 жыл бұрын

@@messitcool 😂

Amazing Course! - Understood everything very clearly

You just earned a subscriber. This is great. I have going through Tensorflow documentation and API's for past few days and some are not so well documented. But this video of yours surely makes it easy to understand.

@mrdbourke

3 жыл бұрын

Thank you Yash! I’ve had trouble with the TensorFlow documentation too, it takes some practice haha

Is it just me or there are no like/save buttons right now?

@Wezuzamc

3 жыл бұрын

same. I wanted to save it on my playlist on youtube but there is no such option :

@mrdbourke

3 жыл бұрын

Not sure what’s happening here! Could be loading in the background

0:12 "I don't want to keep you too long." Sure you don't.... 🤔 Love your content though.

@mrdbourke

3 жыл бұрын

hahahaha

Very helpful for beginners ,this tutorial is the only that helped me to start with tf. If i need more, i will buy the full course. Excellent job!!.

This is the best crash course I've ever taken in deep learning, thank you Dan... Please I'd also love you to help me fix a bug during plotting, i can't seem to wrap my head around it. Thanks :)

That's awesome Daniel, thanks for sharing. big shout out from Brazil.

Great... The best tutor on KZread for tensor flow❤

hi I am 13 years old boy I but I understand all the concepts you are teaching first I learn python and I decided I want to be a ai programmer and I had coded some "opencv" for computer vision and "pyttsx3" for speech and many more and now this is one of my biggest cource and I like your teaching methods

@mecharena7168

2 жыл бұрын

This is great! Very easy to follow. Just bought the course!

This is awesome, I needed to come here to thank you for this course, very much.

Your teaching style is just out of this world... wish I had a teacher like you.

@mrdbourke

2 жыл бұрын

Thank you!

Man! Just for that introduction and "Tensorflow" suspense and animation, I'll sign up for the full course!

AWhh!! Love your motto "If in doubt ; run the CODE!"

This tutorial is the best thing that has ever happened for me!!!! not even joking! I've been looking for an amazing and thorough tutorial on tensorflow for a year and look now! here it is! thanks!!!

@mrdbourke

3 жыл бұрын

Finally! Glad you’ve found it Mary! Enjoy :)

Daniel you are the Master. Thank your for your effort👍💪🙂

Wow , amazing .. the fact that the same content you put it in the form of a article as well ... thank you very much , loved it amazing tutorial !.

Love you 😭😭.. I have been looking for this for a long time. Thanks sir.