Watch Me Build an AI Startup

I'm going to build a medical imaging classification app called SmartMedScan! The potential customers for this app are medical professionals that need to scale and improve the accuracy of their diagnoses using AI. From ideation, to logo design, to integrating features like payments and AI into a single app, I'll show you my 10 step process. I hope that by seeing my thought process and getting familiar with the sequence of steps I'll demonstrate, you too will be as inspired as I am to use this technology to do something great for the world. Enjoy!
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[@wolfisraging]

I think this is the first video where you have showed the results before coding. I would highly recommend you to do this in coming videos as well.

[@improlawl]

So much this! I loved this so much from the start

[@mattc3763]

Yes, this ordering was REALLY helpful to understanding where you were heading!

[@jacksmith870]

can somebody tell me how i have the dynamic output and not the hard coded one?

[@specbug]

Your videos make me wanna take out my laptop and start building stuff. Amazing video! 🔥

[@himanshumittal3849]

This is just absolutely amazing. I comment rarely but your quality of videos of prompted me this time to show my appreciation to you. I love your mission and I am also encouraging my friends and educating them about AI. I love you. Keep making million value videos like these.

[@sawandarak5715]

Hello HImanshu, can someone with a totally non-technical background realistically get into AI, ML? I am a Chartered Accountant.

[@amouragh]

Damn man, i haven't commented since 2010 or so. You made me watch videos longer than 3min and love them, you're a genius and a very good speaker, i love your videos, i never get bored watching your videos. You made me such a better data scientist, keep up your awesome work.

[@kibuika]

This is sooo amazing and very informative. Its for anyone trying to change an ML model to a startup, this is the go-to video. Continue the great job Siraj

[@leadstn]

i can't believe this content is for free , thank you Siraj for your effort

[@atwinemugume]

Neither can I....id charge so much to avail it...haha

[@saiborg_]

I like how you blackout the right half of the screen every time you pretend to "code"

[@davisjohn1517]

at least he is helping us, unlike you.

[@PhoebusG]

Favorite video so far, awesome! Also glad there's no music in the background it usually distracts me...

[@kaveenjayamanna3076]

Thank you, Siraj. I have been struggling to get an internship to figure out how real-world AI works. Can't explain how thankful I am for this content.

[@DrMantisTobaggan]

Thanks Siraj. I will definitely mention you when my AI Startup has an IPO

[@gangov]

god damn it, you just can't get Siraj's passion and enthusiasm slip by you, this guy is motivating. Keep up the good work man!

[@VanamaTeja]

Watching you I feel like am seeing Brian Finch on NZT in Limitless movie..! You are exceptionally talented

[@Gauravdhainje]

25:46 , getting an error for line df = pd.read_csv(BERT_MODEL). please help what to do next, error snapshot given below. NameError Traceback (most recent call last) in () 1 import pandas as pd 2 import formatter as fm ----> 3 df = pd.read_csv(BERT_MODEL) 4 preprocess_input, test_data = fm(df) NameError: name 'BERT_MODEL' is not defined

[@johnyblaze1435]

exactly same problem. somebody please help. thanks in advance.

[@Gauravdhainje]

@siraj raval

[@gleegour]

Same problem here

[@ca6bg]

Same issue! Any idea where we can find BERT_MODEL.csv!

[@avanishpatel4936]

Same issue here, even when I was tried reading as zip file.

[@Nonenone-rj9yp]

two minor recommendations for anyone reading. Name Cheap has better customer service than go daddy for domain names and Klavio is slowly becoming better than mail chimp for sending mails.

[@pranjalsaxena2680]

I'm using name cheap

[@chance2480]

Agreed Namecheap is the way!

[@SamA-zf9sp]

Agree for name cheap!

[@kaanuki3203]

I would recommend Google Domains. Cheap and privacy is included.

[@mobinrood4986]

if i got a domain from godaddy.com, is there any way i can switch to name cheap?

[@root-labs]

I’m trying to follow along in Google colab editor and having trouble running df = pd.read_csv(BERT_MODEL). I don’t see BERT_MODEL in the working directory. Can someone please help me locate?

[@jaitamine5170]

I don't think BERT is needed here as it is used for NLP not for classifying images. Use only the MobileNet model already provided.

[@bryanttello7142]

@Chris could you fix that?

[@IvanGoncharovAI]

Watching Siraj build a prototype in 40 minutes makes me feel slow (and inspired!). Great video!

[@hiddenstack]

I've never given a comment. But after looking at you and the passion towards what you are doing made me to read the comments. And yes its absolutely not exaggeration to say that you are one of the most useful person on internet. I could see the passion while you work. And the passion to share the knowledge. Great.

[@pratikrane149]

WOW! This is the real Gem! The amount of knowledge/ideas/examples/resources/motivation you have squashed into a 40 minute video is just Phenomenal! I feel privileged to watch this. You Siraj, You are a Genius! And, after this if I come up with any AI startup, I will definitely let you know. Can't thank you enough. Lots of Love from India!

[@bharathvajkm5650]

Hey Siraj, you have a super human power to read my mind. You have uploaded the video just when I was searching for the same topic. It happened for two consecutive times in this week, one with this video and the other with NLP. You are such an inspiration Siraj ❤ Keep growing!

[@hrithiksharma2047]

Maybe he is using some ML model to find what type video to upload

[@le3ronjam3s43]

Exactly the same for me. This is scary :D

[@Tarunkandala]

@@hrithiksharma2047 True!

[@macdeep8523]

Same Here

[@bhaveshwadhwani8841]

Just another amazing video from you !!! Loved it . Really great . Helps me unlocking my full potential . Learnt a lot of things in one video .

[@leowu8239]

Siraj; you are a hero for us who want to excise our ideas as startup quickly but stuck with long development cycle time. you let us know the possibly to create a startup in days. Super !

[@arvinfe]

Thank you Siraj :) I'm grateful that there are people like you, willing to use your talent to share this skill.

[@farang9260]

hello, great vid !!!!!!!. I am not sur to understand the part where you import that pretrained model, all that to... format it? is it the equivalent to just import a layer architecture then ? if yes what's so crazy about it ? is it an optimised architecture to run them all ? or is it more than just that ? THANKS, LOVE. keep it up. (if it is too long to explain, i'll be happy with just a link to a resource)

[@sergejschaab7287]

Another GREAT video from the grandmaster of AI education. THANK you Siraj!

[@ganeshkumar269]

Siraj, this is one of your best videos to date.

[@rileyunderwood3066]

THANKYOU. This is exactly the type of video coincidentally I was looking for this week. You never disappoint.

[@iZeroPvP]

This was one of the most informative and valuable videos I've watched in a long time. Not to mention how straightforward it was. Thanks!

[@hoholord5699]

Insane, your videos clear my every confusion, + this content is more precious to me than a piece of jewelry. I am going to make a startup starting right now.

[@ronaldronald8819]

Hi Siraj, Thanks. Get out of your bubble INSPIRING. So True. I spend a few years walking around with a backpack and a laptop i got me ideas for the rest of my life.

[@abdoumenouer7762]

Never found a video in a better timing than this one, thank you so much!

[@shritamkumarmund5273]

I wanna dig deeper with this project. I'm always fascinated to be a superhero in the Medical Industry. I will go with Django, coz it's more familiar to me. Thanks, Siraj! And one more thing! we are eagerly waiting for the next rap song. Love & Respect from India.

[@MrSaseedharan]

Shritam Kumar Mund hey ,may I know in which domain are you working in? since I’m looking for career guidance from healthcare IT people. I’m from India ..

[@shritamkumarmund5273]

Sasee Dharan sorry man, I can't share this to you publicly. First of all, I'm not a corporate person right now. I'm in my final semester. I usually go for some research paper on a particular domain before starting any of my projects.

[@MrSaseedharan]

Shritam Kumar Mund cool 😎... thank you for your kind response.

[@sasankv9919]

Great video. This is the kinda stuff I signed up for 🤘🤘🤘

[@saudnaeem]

This is some next level stuff, amazing job Siraj. Kudos

[@aiandblockchain]

There was so much information in this video, starting from basic marketing and business plan generation to the actual coding! It's amazing!

[@frbuccoliero]

Discovered your channel out of a carykh video. You give an awesome motivation! Congrats man, you rock!

[@rodolfoteles6945]

Thanks Siraj for your inspiration to build my startup!

[@abhiisfab]

Never thought AI would/could power such tasks..incredible !!!

[@JacobKrajewski]

You should really at least give a shoutout to the people whose code you use. I mean, if you like them, promote them. Right? I'd do the same for you.

[@Palatineoffacts]

why am i subbed to tai lopez when my boi raj giving away spoonfeeding god level tutorials without gay paywalls?

[@himanshukr.pathak631]

Loved this video. Too much helpful for me. Thank you very much.

[@andreiblindu8963]

Thank you Siraj! This is just what I needed to watch now, very helpful!

[@sean_vikoren]

I am not sure if you know this, but you have a super power: You are totally understandable at double speed! ps Thank you for the video!

[@MachineLearningwithPhil]

nice, definitely watching this process.

[@alokpadhi5113]

I really owe to you @Siraj Raval. Your videos are so helpful. And these type of videos are really gem for us.

[@pratiksable1034]

At 14.13 I didn't understand that part Change the domain server? Link go Daddy url ( or any other) Why and how I can do this?

[@sethamankwah6512]

Thank you very much. You've simplified everything for myself and the team. Now we know exactly what to do with our idea.

[@mayank_jain]

Watched whole video with excitement, without any pause or break . Very well presented. Great.

[@stephennfernandes]

TBH ... The best Siraj Raval video I've ever Seen !!!!

[@bjarnesegaard5701]

Siraj, great video. I have a question. Can you explain the line "df = pd.read_csv(BERT_MODEL)" in the Transfer-learning file. BERT_MODEL give an error.

[@SagarHingalAI]

Explained and demonstrated beautifully, got to know many cloud tools, thanks a lot Siraj! keep up the good stuff.

[@ramonzarzabareiro8254]

Brillante! Algo mas que teoria. Un ejemplo que si se puede hacer algo rapido. Brilliant! It is more that theory. It is an example that it is possible to do something quick. I have learned a lot with this video. Now I will try all the tools that you show on it

[@donutdude4174]

If only there was something like this for Quantum Game Making, Blockchain Game Making you have already done the Ai for me and Boom my Life's goal would be in motion, sick video like always my dude 👌😎✌️

[@mishaludeshi8734]

Very informative. I was thinking to create some kind of AI product from last couple of weeks and your video has shown me the path. Thanks once again.

[@Jonesybabie]

This whole video was a mindgasm 😍 Siraj you gotta stop doing the people like this. We not ready.😜

[@saswatpradhan5549]

Wow! I just created my own startup in 40 minutes.🤩 Thanks a lot

[@bomb3r422]

Beautiful video siraj . Please make a video/suggest material for deploying custom DL models with a flask app. I know you have covered flask before but i am still not clear with it and want to gain in-depth knowledge.

[@jasont8022]

Loving your passion! It makes me more pumped to learn, rather than reading through endless text

[@suryagupta2784]

I used to be scared and in the dark about AI but thanks to your videos i have become really curious about this powerful tool

[@muralishclinton902]

You're the best mate. Can't believe that this content is free of charge.

[@jasonliang6099]

I tried running "make install && make dev" but I can't not find solution, tried on git bash, cmd. I have used google search for this issue for 3 days , I still have not gotten solution .

[@atwinemugume]

Thanks, Raj, I have learnt so much from this video, I feel like I can do this right now. I will get the resources and use them soon. Kudos

[@phoenixmunchies9132]

@Siraj Thanx bruh, i had hit a wall recently. didnt know how to proceed building my A.I startup and you came through..

[@watson494]

Hey Siraj, thank you very much to share such amazing content with us.

[@victorvillarv]

Hello Siraj, the content that you are presenting is so useful, congrats. Hope to apply this knowledge in the future to create an AI startup!!

[@giprincesa]

Thank you. you make Ai easy to understand, much appreciated

[@dhartdata5998]

Your videos are good. My interest in Machine learning and passion for it has increased. Have been learning it for some time. Hope to come up with something beneficial for people. Your approach will make this easier for me and others. Thanks

[@faisalaliyounas]

Loved that line "We got the whole world to upgrade".

[@DJRaagaMuffin]

Bhai u are a super human. How do you know so much. Amazed be your hard work. Thank you for producing such great content.

[@tinoosukhadia7892]

@Siraj Raval do you ever sleep ? This is slick..AI startup 101 in 40 minutes.. See you soon bruh !

[@mariamkhursheed]

How do YOU cheat people and sleep in peace should be the question 😏

[@liviyabags]

I had really enjoyed this video. After watching this video, I have got an idea about how should I proceed in order to develop an AI app. Thank You Siraj .. you're awesome !!!

[@ryuk9204]

hey Siraj ,can u update the link for "Fibrosis chest xray image dataset" , currently i'm trying out this problem transfer learning problem. thank you.

[@mrasad8627]

HAVING A SCREENSHOT OF A LOGO ? WELL THATS THE CRAZIEST THING I HAVE EVER SEEN ANYONE DOING - LOVE YOUR WORK MAN, KEEP GROWING @sirajraval

[@adrianocantao2080]

Great video! Thanks for that. Just a minor observation for those debugging the 'main.py' at 34:00, there's an extra bracket in line 13. Change: methods = ['GET', ['POST'] to: methods = ['GET', 'POST']

[@denisjosephbarrow8330]

That said i think your a brilliant teacher, if you know anything about plants plant classification has a long way to go it doesn't work in general.

[@DG-ju2wf]

Siraj you rock, you help me a lot with my studies, respect man! very much appreciated.

[@jasonliang6099]

I installed MinGW fixed the "make install && make dev" issue, but I got message "ValueError: path is on mount 'c:', start on mount 'F:' " : Traceback (most recent call last): File "F:\python3.7\lib\site-packages\flask\app.py", line 1836, in __call__ return self.wsgi_app(environ, start_response) .........

[@juang.garcia7390]

This was absolutely amazing man, thank you very, very much.

[@QuickFactsTube408]

This is really a great video you are inspirational sir From this soon I will start my own startup ASAP Thanks Keep it up!!!!!

[@sergyyoubi3739]

Hi !! Which JavaScript library did you use to generate the Heatmap ??

[@masterchief1520]

Can you make this frequently? This is fun and very inspiring . Boosts confidence a lot

[@danieljdick]

Insanely awesome video. Except I had my first ocular migraine in the middle of watching it just before the flask part. Oh, I'm sure I'll watch it several times and perhaps give the whole thing a run through to get some experience doing something like what you did. By the way, Andrew Ng, who you mentioned, actually worked on some neural net to identify about 14 illness in the lungs including some kinds of pneumonia, and there was also a kaggle competition related to that. One thing that interests me in this is that I lost some close friends and family to some female forms of cancer--cervical and breast cancer, and because of that, and the fact one of my very close cousins had a bout with it a couple years ago, I carry around some pain in my heart. I hate cancer. I watched a video on Farrah Faucet Majors and her documentary on the end of her life from cancer where it went into her liver. I would really love to see this disease go away for good if possible, but early detection can help save lives, too. But the whole thing about building a startup really gets me excited.

[@saqlainpasha9297]

Just Awesome. Superb Siraj, you inspire me to work hard and learn more

[@SaintTheDreamer]

Do the above links have the jupyter code also ? I couldn't find it.

[@zulutradeonline]

Your educative ressources are amazing. Thank you !

[@kipngetichemmanuel2968]

can someone tell me where Berl_Model is .I tried running the code then i got the error berl Model not found

[@chair6180]

I love your series and really want to learn ai from noob to pro. The question I have is, if I were to start here today as day 1, which playlist should I start with, and what is your recommendated sequence of playlists? It is so fortunate for me to run into you again! I am gonna turn on the notification bell. I don't want to forget your awesome vids again.

[@mockingbird3809]

This is the Video that I been Waiting for Years!

[@70ME3E]

awesome man, thank you! it encourages me to see it get done :)

[@vijiyanttanaji9800]

Can you please tell me more about Your robotics startup ,as in what are the risks involved as I plan to start one

[@DailyIntern]

Dude ur awesome, you are doing something real than theory! I also love shirt😂

[@holianoyap8401]

How did you get a heatmap or the cam?

[@xiangli1133]

Thanks, I promise you will be on the top of my inspiration list when I build my startup! Kudos to you, yaar! My background is in Computer Vision, I would be glad if you could recommend more resources on building the web application for AI. Thanks!

[@Fukkilla]

great video! I like your style, format, context! Well done!

[@michaelclendening1]

~ This is Solutions Architecting ~ Starting with the end in mind and addressing the problem domain, which leads into ROI/Value Proposition. Designing and purposefully talking about the life-cycle of the solution, the “how you get there”, (inception to completion and back around again). Which is no more or less important than the: - Frontend user experience - Build (technology used) - Implementation (platform built on) - DevOps (continuous integration) - And so on... Well done Siraj!

[@hoangminhnguyen2191]

I started to temprolary swtich from django to flask after following siraj

[@taranarora9168]

Totally worth watching! it inspired me and I learned a lot. Thanks Siraj

[@econrith]

Where can you get the reliable data that the classification needs to be accurate? Who and where is it compiles, say for gout diagnosis, but hasn't this all been done at research companies and in hospitals.?

[@srijaljoshi3421]

Greatest video I've seen in a while. So much value!

[@boubacartraore9888]

Nothing to say, I love you Siraj !!!

[@marcotavora65]

This is a FANTASTIC video. Thanks A LOT for that!