Could you provide a breakdown of neural networks in general, on the coding side, similar to your OOP/classes video? One where you go over the basic parts of an individual neural network, one at a time, and common variations or pitfalls, in that OOP/classes video's visual style?
I wasn't able to use your notebook, the problem is with file paths, it doesn't seem to resolve them, even escaping spaces in "My Drive" with backslash.
Hi Marcello, you need to replace my path with your path. Your Google drive looks different than mine and it has different folders. You don't need to remove spaces or anything - just specify a location that exists in you drive as you're not supposed to have access to mine 😉
@@PythonSimplified mmm... Maybe I understood what went wrong, I dowloaded data, placed files in my drive, updated paths but perhaps what I did wrong is that I opened/used the notebook direcly from the link you posted. Perhaps I should have downloaded the whole folder, upload it to my drive and then open nb from my drive. Do you think that could be the issue? Anyway I think you did a great thing with this channel, I think that, like the for dummies books did their job teaching but keeping simple, you are using same kind of approach, plus you are smiling most of the times, it doesn't seem forced, also the way perform makes people at ease with your lessons. Oh and thank you for responding so quickly.
Thank you, I'm super glad you liked my videos! 😃 I'm a self-taught programmer, started building websites once I got my broadband internet connection (I believe I was 12) and never stopped learning since! I've been doing lots of online courses and building my own projects from scratch. Recently I've started a distance-learning BSc in Computer Science and it really connects all the dots together, especially on the math side of things! All I do is trying to explain things without fancy long words, keeping it really straight-forward with lots of examples 😁
@@PythonSimplified, drive.google.com/file/d/1iKOElH8XJyEHoOMaDRM68EPeUbTB6bzt/view?usp=sharing , I used this model.py for training but due to lack of dataset my model is over fitting. Can you take a look on it and tell if this is the right approach to use? and Now I've dataset up to 2000+ different images(not ready for training), what's the best approach to get them ready? For example, I'm working on a Citrus Leaf Disease detection and I've data set of 4 classes. So now, Should I crop each leaf, so there's no any other leaf in one pic? I'm kind of confuse about this. I've seen some models training online which other objects rather than the 1 object. I don't think I convey my point very clearly but If you're free, Please take a look.
I think you are using the phrase "batch_size" when you mean input_features (X subscript 0 ... X subscript 4)... you are using the previous 5 words to predict the 6th word in a sequence. (I enjoy your videos. keep up the good work!)
Thank you lakeguy! I'm really glad you liked them! 😃 I was hoping to focus more on AI with this channel but people keep demanding GUI stuff instead 🤣🤣🤣 I would say that "number_of_input_features" is probably a more accurate way to describe "batch_size" but it's just a bit too long for my liking hahaha 😅 However, the "batch_size" I've specified in the vodeo is not exactly the input features themselves, but it's the number of features I would like each batch to include. input_features would be an accurate description in the following example: for input_feature, input_target in data: print(input_feature) You can see an example of this when we train this network in part 2 of this project (I saw you commented there too so I'm assuming you already got there 😁)
hi Mariya , can you explain what does happen in the backend , I mean when we use functions like train etc we just see that the machine gets trained from the data but what calculations will happen inside and what does the computer do to understand the data set(we never try to learn about it). please explain this because the pytorch usage or else using tensorflow is being done by many people but many lack the knowledge of the backend which is good to know so please try to do some videos on this concept . I also suggest you that don't do this concepts until you hit some larger number of subscribers because people are being obsessed with frameworks and forgetting to know how are those made , so these might not get better reach now but when you have a good amount of subscribers then it would give you a good value forgot to mention ...... your videos are great : )
Thank you so much Manoj! I am very excited to read your comment because you are describing the exact same reason why I've created this channel in the first place! 😁 The concepts and math behind Artificial Intelligence is something you will start seeing on this channel in the very very near future (I'm not waiting for anybody, they can always join us 😉). I haven't seen many sources that explain these concepts in a simple way, so I feel obligated to share my input and try to help! You totally read my mind! Thank you so much for your support! 💖
Hey you look diferent???.... your a verry beatifull person ...God Bless ...please excuse my prior opinions i think your a valuable asset and i apreciate your resilience... thanks for helping me learn more also 🤙
This lecture assumes you already know what pytorch is, what embedding_dim and linear1 linear2 etc. mean. There is no explanation of these terms in this lecture. :-( I might come back some day and watch this video again once I have the preliminary mathematical understandings. I do appreciate all the hard-work you are putting into making these videos (and I have enjoyed several other videos you have made ... but this clearly out of my league for now).
Thank you sentrygunner, welcome aboard! 😃 I'm not using Facebook, but I'm working on a really cool website/blog where we can all chat conveniently! In the meanwhile, there's Github (MariyaSha is my username) and if you have any questions or code errors - just start a new issue and I'll be notified automatically. I'll definitley look into starting a group on discord/telegram/reddit/other. At the moment I'm still searching for the most efficient way to communicate with thousands of wonderful people! 😁 Will update when I figure it out! 😉
You know that’s crazy I had to make flashcards a lot of a lot of flashcards to remember projects or words thank you … but I do love to play with my circuit board yeah I know how many raspberry pies I buy computers I buy it’s a lot lol
Hello! I need some help with data = coraline + alice + brothers_grimm data[:10] this is the output i'm getting: ['parent', 'indirectobject3', '0', '139674796863440', 'resources', 'procset', 'pdf', 'text', 'extgstate', 'indirectobject33'] not sure what's going on.. would appreciate any help! Thank you for the amazing videos you make.
Hey I just found your videos. They are great! I just finished my Associates degree but I learned more by watching vids like this one.
Wow, thank you so much!!! I'm glad I could help :D
did u finish ur associates in ohio
I have just finished an MSc in Advanced Computer Science and love your videos :)
Finallyy someone who can get to the meats and potatoess! Best video I've seen!
Hello mam just found your channel randomly but surely one of the best channel recomended by youtube
Yeyyy! Thank you so much AkA Abdullah! welcome aboard! 😃😃😃
Deserves more views. thanks for sharing
Holy cow, this girl is gorgeous and brilliant. Thank God for discover this channel. Gretings from Mexico. 🙋♂️
Thank you so much for the lovely comment, Alfredo! 😀
Welcome aboard and greetings from up North in Canada 😊🍁
@@PythonSimplified I love how cocky you sound 🤣 & you explain hard stuff like you're explaining how to do laundary
Could you provide a breakdown of neural networks in general, on the coding side, similar to your OOP/classes video? One where you go over the basic parts of an individual neural network, one at a time, and common variations or pitfalls, in that OOP/classes video's visual style?
I wasn't able to use your notebook, the problem is with file paths, it doesn't seem to resolve them, even escaping spaces in "My Drive" with backslash.
Hi Marcello, you need to replace my path with your path. Your Google drive looks different than mine and it has different folders. You don't need to remove spaces or anything - just specify a location that exists in you drive as you're not supposed to have access to mine 😉
@@PythonSimplified mmm... Maybe I understood what went wrong, I dowloaded data, placed files in my drive, updated paths but perhaps what I did wrong is that I opened/used the notebook direcly from the link you posted. Perhaps I should have downloaded the whole folder, upload it to my drive and then open nb from my drive. Do you think that could be the issue? Anyway I think you did a great thing with this channel, I think that, like the for dummies books did their job teaching but keeping simple, you are using same kind of approach, plus you are smiling most of the times, it doesn't seem forced, also the way perform makes people at ease with your lessons. Oh and thank you for responding so quickly.
@@PythonSimplified I was able to run preprocess_coraline after copying all to my drive and also open the notebook from there. So I found the problem.
I watch all your videos and I really enjoy your level of understanding.
Can you share your study background with us..............??????
Thank you, I'm super glad you liked my videos! 😃
I'm a self-taught programmer, started building websites once I got my broadband internet connection (I believe I was 12) and never stopped learning since! I've been doing lots of online courses and building my own projects from scratch. Recently I've started a distance-learning BSc in Computer Science and it really connects all the dots together, especially on the math side of things!
All I do is trying to explain things without fancy long words, keeping it really straight-forward with lots of examples 😁
@@PythonSimplified hi there. How did you start your distance-learning BSc? As in, which website/platform did you use? Thanks.
do you have any experience with image classification using VGG16 or other CNN models?
I sure do! how can I help you? :)
@@PythonSimplified, drive.google.com/file/d/1iKOElH8XJyEHoOMaDRM68EPeUbTB6bzt/view?usp=sharing , I used this model.py for training but due to lack of dataset my model is over fitting. Can you take a look on it and tell if this is the right approach to use?
and Now I've dataset up to 2000+ different images(not ready for training), what's the best approach to get them ready? For example, I'm working on a Citrus Leaf Disease detection and I've data set of 4 classes.
So now, Should I crop each leaf, so there's no any other leaf in one pic? I'm kind of confuse about this.
I've seen some models training online which other objects rather than the 1 object.
I don't think I convey my point very clearly but If you're free, Please take a look.
Can you convert python code into apk with buildozer for me? My lappy shows errors there. I need help
I think you are using the phrase "batch_size" when you mean input_features (X subscript 0 ... X subscript 4)... you are using the previous 5 words to predict the 6th word in a sequence. (I enjoy your videos. keep up the good work!)
Thank you lakeguy! I'm really glad you liked them! 😃 I was hoping to focus more on AI with this channel but people keep demanding GUI stuff instead 🤣🤣🤣
I would say that "number_of_input_features" is probably a more accurate way to describe "batch_size" but it's just a bit too long for my liking hahaha 😅
However, the "batch_size" I've specified in the vodeo is not exactly the input features themselves, but it's the number of features I would like each batch to include. input_features would be an accurate description in the following example:
for input_feature, input_target in data:
print(input_feature)
You can see an example of this when we train this network in part 2 of this project (I saw you commented there too so I'm assuming you already got there 😁)
hi Mariya , can you explain what does happen in the backend , I mean when we use functions like train etc we just see that the machine gets trained from the data but what calculations will happen inside and what does the computer do to understand the data set(we never try to learn about it). please explain this because the pytorch usage or else using tensorflow is being done by many people but many lack the knowledge of the backend which is good to know so please try to do some videos on this concept .
I also suggest you that don't do this concepts until you hit some larger number of subscribers because people are being obsessed with frameworks and forgetting to know how are those made , so these might not get better reach now but when you have a good amount of subscribers then it would give you a good value
forgot to mention ...... your videos are great : )
Thank you so much Manoj! I am very excited to read your comment because you are describing the exact same reason why I've created this channel in the first place! 😁
The concepts and math behind Artificial Intelligence is something you will start seeing on this channel in the very very near future (I'm not waiting for anybody, they can always join us 😉).
I haven't seen many sources that explain these concepts in a simple way, so I feel obligated to share my input and try to help! You totally read my mind!
Thank you so much for your support! 💖
Awesome lesson, i like this
Awesome video !
Hey you look diferent???.... your a verry beatifull person ...God Bless ...please excuse my prior opinions i think your a valuable asset and i apreciate your resilience... thanks for helping me learn more also 🤙
This lecture assumes you already know what pytorch is, what embedding_dim and linear1 linear2 etc. mean. There is no explanation of these terms in this lecture. :-( I might come back some day and watch this video again once I have the preliminary mathematical understandings. I do appreciate all the hard-work you are putting into making these videos (and I have enjoyed several other videos you have made ... but this clearly out of my league for now).
Hey do you have a Facebook group or something? The way you teach is pretty understandable and concise! Subbed!
Thank you sentrygunner, welcome aboard! 😃
I'm not using Facebook, but I'm working on a really cool website/blog where we can all chat conveniently!
In the meanwhile, there's Github (MariyaSha is my username) and if you have any questions or code errors - just start a new issue and I'll be notified automatically.
I'll definitley look into starting a group on discord/telegram/reddit/other. At the moment I'm still searching for the most efficient way to communicate with thousands of wonderful people! 😁
Will update when I figure it out! 😉
nice!
You know that’s crazy I had to make flashcards a lot of a lot of flashcards to remember projects or words thank you … but I do love to play with my circuit board yeah I know how many raspberry pies I buy computers I buy it’s a lot lol
I think this is not needed to pass something in super() when inheriting a class. super().__init()__ should be enough
Coding is easy with her.
You know what else is easier with her.
Explaining things. She makes it so easy.
💋💋💋💋💋💋💋💋💋💋💋💋💋💋💋
baby. Can you be my personal teacher. I am looking for a teacher. but i don't understand english. I have to use translation
This video was more confused... I have not understood what you did at the beginning and stopped.
Are you single?
Nope, I'm engaged! 💍
Machine Learning FOR BEGINNERS 1, 2 3, of course, but Pytorch 4 and 5 are too much for a beginner.
Hello! I need some help with
data = coraline + alice + brothers_grimm
data[:10]
this is the output i'm getting:
['parent',
'indirectobject3',
'0',
'139674796863440',
'resources',
'procset',
'pdf',
'text',
'extgstate',
'indirectobject33']
not sure what's going on.. would appreciate any help!
Thank you for the amazing videos you make.
А почему ролики на английском? Что за комплексы?