Build an AI Writer - Machine Learning for Hackers #8

[@ConnorWidtfeldt]

Would you ever think of doing a full tutorial on these projects? Like, how to get the dependencies, what programs to use, etc. For us newbs looking for a place to start.

[@Icipiracy]

Yes, there seems to be some missing information on what to include in 'config'.

[@ch6339]

Here you will find the config file : github.com/ryankiros/neural-storyteller and you must also install the models namd in the readme of that project : github.com/ryankiros/skip-thoughts But I can't make it work there are too many issues with python 3 and python 2 compatibility, if someone manages to work it out I would be glad to know how

[@SirajRaval]

thanks for this feedback, i've updated the repo to include the config.py file

[@SirajRaval]

thanks for this feedback, updated the repo to include config.py

[@SirajRaval]

Conn I think that's a great idea. I want to make compelling content that isn't boring so i try to stay as close to the 5 minute mark as possible, but i think that there is a need to make more in-depth ML education videos. I'm thinking my next series will be something like that after i finish this one

[@LuvFPS]

I watched almost all of the videos about Neural Networks on your channel. And you're really the only one explaining it in a fun and easy manner.

[@SirajRaval]

thanks so much, i'm going to keep doing it

[@LuvFPS]

Yup, you need to keep doing it! Like i'm only 15 but getting to know these kinds of technologys and experimenting with them is really fun to do. I also like the fact that it's written in python wich is a pretty easy language to start with. Cause i bet in C or C++ it would be a LOT harder to do. Well, keep up the good work!

[@SirajRaval]

So young! I'm very impressed. you are the future!! Keep at it!! The first truly intelligent machine is the last invention man will ever have to make.

[@LuvFPS]

Yes, i'll keep programming for sure. The biggest problem i always face is what to program. I always need to find challanges to keep me interested. I think Neural nets are a good challenge. Sorry for my bad English, i'm from Belgium.

[@LuvFPS]

***** Well, Still a lot of room for improvement.

[@iHeartDom]

How do we do this without the image? For example, what if I want tensorflow to write an article on a particular subject?

[@loganwalsh]

There is something beautiful about this. It is elegant, intricate and pretty delicate. What a time to be alive

[@SirajRaval]

thanks Logan. It really is

[@michael_house]

Beautiful. Wish I would understand what I just saw. :D

[@cryptic3130]

Ikr 😂😂

[@harveywoodsllc]

You are absolutely dominating! This is so healthy for community development. Sociotechnical gold.

[@SirajRaval]

Thanks so much :) That makes me really happy to hear

[@kennyrho1936]

This is a tutorial using an ideal example. I still appreciate it. Respect.

[@jdnr6204]

became a big fan of this series, is there any chance of making in-depth programming series on deep learning?

[@SirajRaval]

thanks jdnr! Yes, it's coming very soon.

[@shivamgaur8009]

Does the lstm make use of attention mechanism while generating captions? If not, any hints on how the code can be manipulated to make use of attention mechanism.

[@ender1864]

Siraj I really loved both the style and subjects of your videos, but I think it could be better if you could lengthen the videos a little bit more and explain the concepts a little bit deeper. At first I suspected if I forgot the video speed at x1.5 or something and I had to pause a couple of times both to catch the funny images and the concepts :) Thank you soo much, really appreciate your effort !

[@SirajRaval]

thanks Ender, starting with my last episode i've increased each episode by 1 minute. good feedback

[@adamengelhardt9023]

This I will watch as many times as it takes to make me get everything. amazing. thanks!

[@SirajRaval]

Woot, glad to hear it!

[@SethuIyer95]

Wow! Great Tutorial. Currently working on this project and this video is going to help me a lot! Thank you!

[@SirajRaval]

thanks Sethu!

[@andresduque-sb]

Always at the beginning you seem to start rapping when you say "hello world!! etc etc" ahahah

[@SirajRaval]

haha ;)

[@saytosid]

Great content Siraj! Really love your style and how much you convey in such short time. Keep it up :) PS: This one was DOPE

[@SirajRaval]

thanks Sidd :)

[@actwell14]

I love your video. Siraj, can you make a video how to make an application that can write a non-fiction book using python on any given subject?

[@arsalanrahi5299]

Siraj, Good Work mate, keep uploading such tutorials, Always curious about your next video. Great!

[@SirajRaval]

thanks!

[@JamieBooom]

Your videos are great man, keep it up. They're very informative and entertaining.

[@SirajRaval]

Thanks so much!

[@morphman86]

2 hours of installing dependencies, downgrading, upgrading, downloading training data, only to be stopped completely in the tracks by BookCorpus no longer hosting the data set for the romance novels -_- Any chance anyone else has those in a publicly accessible place? And all the other files mentioned in the config?

[@movocode]

I need in depth tutorial...love your videos

[@user-yw8sr3uj1w]

* _Garfield starts writing in python_ *

[@Throwingness]

Have you looked into Facebook's fastText? I'd love to see a video about it. It looks pretty opaque to us non computer scientist mortals. How about a video about how an AI can write jokes?

[@SirajRaval]

no but good point

[@mysterypublishinginc]

How can i build this same type of program in c++ using input textboxs into a file?

[@parampreetsingh5117]

Hey! Have you tried Image Classification in TensorFlow! Can you do a tutorial for it as well? :)

[@SirajRaval]

Yes! That's my first episode :)

[@parampreetsingh5117]

Yeah! But that's different! :)

[@ZyQux]

Great stuff. You just showed me a glimpse of the future

[@ka6595]

Hey Siraj, what kind of machine learning algorithm models exists for sports analysis

[@SirajRaval]

i'd imagine a lot of computer vision. like trying to understand if a play was valid. the program would take a replay video as input then segment it, recognize the objects, and perhaps calculate distances between recognized objects across a vector space. a deep convolutional neural net should do be helpful

[@sandeepvk]

Perhaps this is the difference between innovator and entrepreneur. This Einstein, greatest mind but not Rich. Guido van Rossum creator of python is probably not as famous as the language itself. Brendan Eich inventor of Javscript not the richest guy, infact was fired from Mozila for making a $1000 donation, recently. Steve Wozniak the brains behind first Macintosh didn't become Steve Jobs. Entrepreneur take and idea and monetise while innovators love to innovate for life. Siraj you are great ! Keep making those lovely videos.

[@SirajRaval]

thanks Sandy that was beautiful

[@sandeepvk]

Hi Siraj, I know your focus is not web app but out of curiosity - If you were to build a Pateron style Webapp what stack would you use ? Would a MEAN stack work well as compared to the classical MVC style using Django or flask or PHP ?

[@ozsuakin]

hi, possible to generate a comment which is a pragraph about any subject?

[@BilalKhan-gf1de]

i am in love with your knowledge

[@waynefilkins8394]

Can you use this to write high value posts? Is there a way to upload a bunch of posts and how many likes they get and use it to write a post which will get several likes?

[@dogood8661]

Sir make a course on mathematics needed for understanding Machine Learning, Deep Learning, Artificial Intelligence and Data Science

[@SirajRaval]

i did its called math of intelligence playlist on youtube

[@LeonDerczynski]

Good pace, life is short

[@SirajRaval]

Carpe diem, thanks!

[@papalevies]

Clear as mud

[@SirajRaval]

mud isn't clear, so i guess this wasn't clear enough. I'll try to make the next videos better!

[@prang1702]

again a great video !

[@SirajRaval]

Thanks!

[@vyshnavramesh9305]

I didn't even undrstnd a word, bt it ws cul! Gud channl by d way.. Hop i should gt to knw abt Machine Learning n AI stuffs..

[@SirajRaval]

Ha, i'll try to slow down next time thanks

[@vyshnavramesh9305]

+Sirajology Lol...not bcz u r fast, bt i m new to it

[@__-tz6xx]

@4:39 "She was taking the man out of her mouth"? That is suggestive thinking.

[@varunmunagala840]

I got this error when i ran this - AttributeError: 'module' object has no attribute 'FLAG_CPU_MODE'

[@SirajRaval]

You also need to modify the model path in config.py, and modify the flag in line 8 as to FLAG_CPU_MODE = True

[@hfthhfth]

Could you do some stuff with Keras?

[@SirajRaval]

I've got some Keras videos, but I'll keep Keras in mind thanks

[@williamgomez6087]

U are like the "Ronaldinho" of codding, did u know?

[@kosairox]

Hey man I love your vids but try avoiding those little skips every 5 seconds

[@SirajRaval]

Great feedback, thanks!!

[@Shinigami_Light_Yagami]

You should do a lyric writing ai.

[@SirajRaval]

hmm i'll think about it, i like it

[@mycoffeemyday]

Oops, this video already went over my head. Mind-reading technologies, not computer coding. There's limits!

[@vaibhavgeek]

Could have been a longer and more descriptive video! Great Work Though!! Amazing concept

[@SirajRaval]

Good point, thanks a lot

[@happynessjoy9140]

Hello. Can you make one AI writer for me? I want to buy .

[@pranalgore]

Good amount of logic behind a tricky concept. Gr8 (Y) hope all ideas come together and help each other so any contribution/discussion place to be on.. #AllIdeaforum ??

[@AhmedKhan-io7qk]

that was really interesting

[@SirajRaval]

glad you liked it, thanks!

[@palladium8090]

I love the videos. But why the crowd funding campaign? Shouldn't you be making eight figures setting up AIs for blue chip companies?

[@palladium8090]

Seriously. How much can someone who knows what you know how to do make, dollar wise?

[@SirajRaval]

Thank you! Yes I could, but i have a mission - inspire and educate developers to build the future of artificial intelligence. this channel is the best way to do that.

[@SirajRaval]

really good money for sure

[@palladium8090]

Well thank you for pausing your money stacking to share your expertise with the rest of us instead of becoming a money hording, patent troll like Bill Gates or Larry Ellison.

[@sandeepvk]

Perhaps this is the difference between innovator and entrepreneur. This Einstein, greatest mind but not Rich. Guido van Rossum creator of python is probably not as famous as the language itself. Brendan Eich inventor of Javscript not the richest guy, infact was fired from Mozila for making a $1000 donation, recently. Steve Wozniak the brains behind first Macintosh didn't become Steve Jobs. Entrepreneur take and idea and monetise while innovators love to innovate for life. Siraj you are great ! Keep making those lovely videos.

[@ddstar]

I'm trying to learn this stuff but its way too advanced. "Oh, so we'll stick it in this thing.. and look TADA"

[@SirajRaval]

i'll get better at this

[@user-lg4zm5nj8t]

I need AI to understand this.

[@pngncl1920]

awesome.

[@SirajRaval]

thx

[@julian78W]

OK. Most of the time I watch videos to speed x2 x3 but man, Your content is dense !

[@starinsky2873]

Boss:So how did you get here for interview. Me:I hacked your company to get this job.

[@MrPennalto]

If only it were possible to take every 'Mr. Personality' host of every show on every channel, bar none, AND HANDCUFF THEM !!!!!!!!!!!!!!!!!!!

[@ego_sum_liberi]

It will be nice if you could make a requirements.txt for all of us....I know....can't make it that easy...but.....all the dependencies are not there......like.. what in the world it's 'cPickle' . lol ModuleNotFoundError: No module named 'cPickle' load transform redoit....unload....

[@spin851]

Please do it. Your videos are awsome

[@SirajRaval]

Thanks so much, I will

[@rameshramachandran698]

Awesome

[@SirajRaval]

You are awesome too

[@UsmanAhmed-sq9bl]

Superb

[@SirajRaval]

Thanks!

[@Mistercline1]

I have no idea what you just said.

[@user-yw8sr3uj1w]

but python 2 :-(

[@KaiBuskirk]

ok .... i loved that.... but you melted my brain... and i need a hand building a demo... do you have a developer i can work with to help.. PM me! kai

[@aneeshchopra451]

Thank you for teching my frand gurav hoq to make tic thak toe game using AI

[@harleymckee]

baller

[@SirajRaval]

Thanksss

[@boogleba126]

need a in death slower paced .my brain just got fired

[@SirajRaval]

will do

[@allwinaugustine]

y so hurry dude..?

[@SirajRaval]

I'll slow down in future videos, thanks

[@subschallenge-nh4xp]

To some human writers dont like that.

[@jpggvilaca]

You talk too fast :/ and to get your code running is not that easy...I wrote 0 lines of code through this tutorials :( . Can you make a more begginner tutorial ?

[@SirajRaval]

i'll talk slower in newer videos and do more beginner videos that's the plan thanks for the feedback

[@jpggvilaca]

I was just making constructive criticism, apart from that everything is just perfect man, keep up the good work! thanks!

[@pugnaciousg]

joao there is a settings gear in the toolbar that allows you to slow down the video. Siraj doesn't have to slow down. I realize you may be ESL, but there is way more content to find out there that might be at your speed. Siraj's thing is going fast like Ricky Bobby.

[@mycoffeemyday]

Download python, still clueless. I don't know shit about coding. That's a skill best left to computer nerds. Sorry, simply put it on, have no damned clue what it even does, let alone how to interpret any of it, not even the basic home page. Curiosity, it ate the Cat's Christmas gift Microsoft computer. Wonder who hacked into it and saw my weird research into simple earth history, including religious histories. Naturally, that computer brought me very interesting web pages, I left them open for later reading. I just read, I love academia!

[@samtime3607]

Whhhaaaaattttt?

[@shreyaraj7brollno.286]

Nope not useful, 80% of the word you said were complex than my brain, so . . . My brain's firewall kept blocking the signal.

[@cyfireglo]

Incomprehensible. No more videos plz.

[@SirajRaval]

Any specific pain points? I can use them to make my next videos better

[@vinm300]

It was a terrific video . The editing somehow makes you take in every statement. Very cleverly done.

[@surelock3221]

irrational sounds to me like your neural net needs more neurons

[@000jhs]

Talk slower

[@aneeshchopra451]

Thank you for teching my frand gurav hoq to make tic thak toe game using AI

[@samtime3607]

Whhhaaaaattttt?

[@samtime3607]

Whhhaaaaattttt?