Watch me Build a Healthcare Startup - Revision history

BPeat at 15:43, 13 September 2023

2023-09-13T15:43:13Z

BPeat at 23:25, 4 July 2023

2023-07-04T23:25:53Z

BPeat at 23:23, 4 July 2023

2023-07-04T23:23:32Z

BPeat at 00:35, 27 June 2023

2023-06-27T00:35:19Z

BPeat at 19:44, 28 April 2023

2023-04-28T19:44:49Z

BPeat at 22:33, 3 March 2023

2023-03-03T22:33:23Z

BPeat at 12:58, 16 January 2023

2023-01-16T12:58:57Z

BPeat at 00:49, 30 September 2020

2020-09-30T00:49:24Z

BPeat at 21:36, 14 September 2020

2020-09-14T21:36:25Z

BPeat at 03:30, 2 September 2019

2019-09-02T03:30:58Z

@@ Line 32: / Line 32: @@
 ** [http://github.com/dmis-lab/biobert BioBERT | DMIS-Lab - GitHub] a language representation model for biomedical domain, especially designed for biomedical text mining tasks such as biomedical named entity recognition, relation extraction, question answering, etc.
 *** [[Bidirectional Encoder Representations from Transformers (BERT)]]
 * [[TensorFlow]]
 ** [[TensorFlow Lite]]

@@ Line 2: / Line 2: @@
 |title=PRIMO.ai
 |titlemode=append
-|keywords=artificial, intelligence, machine, learning, models, algorithms, data, singularity, moonshot, Tensorflow, Google, Nvidia, Microsoft, Azure, Amazon, AWS
+|keywords=ChatGPT, artificial, intelligence, machine, learning, GPT-4, GPT-5, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
 |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
 }}
 [http://www.youtube.com/results?search_query=Bot+Framework+Language+Understanding+Intelligent+Cognitive+Services YouTube search...]

@@ Line 8: / Line 8: @@
 [http://www.google.com/search?q=Bot+Framework+deep+machine+learning+ML ...Google search]
-* [[How do I leverage AI?]]
+* [[How do I leverage Artificial Intelligence (AI)?]]
 ** [[Watch me Build a Marketing Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
 ** [[Watch me Build a Finance Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
@@ Line 47: / Line 47: @@
 ** [http://pub.dev/ Dart Packages caTalog]
 ** [http://pub.dev/packages?q=flutter+text+to+speech flutter text to speech search results] ...[http://pub.dev/packages/flutter_tts flutter_tts 0.2.6 page]
-* [http://firebase.google.com/ Firebase] | Google's service & mobile development platform
+* [http://firebase.google.com/ Firebase] | Google's service & mobile [[development]] platform
 * Paymenta
 ** [http://stripe.com/ Stripe] online payments

@@ Line 20: / Line 20: @@
 * [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]]
 * [http://github.com/re-search/DocProduct DocProduct]
-* AI Model(BioBERT , input question into retrained bioBERT to convert into an embedding. Input the embedding into a fully connected neural network, output an embedding for similarity lookup. Most similar Q&A's used by GPT-2 to generate an answer. )
+* AI Model(BioBERT , input question into retrained bioBERT to convert into an [[embedding]]. Input the [[embedding]] into a fully connected neural network, output an [[embedding]] for similarity lookup. Most similar Q&A's used by GPT-2 to generate an answer. )
 ** [http://github.com/dmis-lab/biobert BioBERT | DMIS-Lab - GitHub] a language representation model for biomedical domain, especially designed for biomedical text mining tasks such as biomedical named entity recognition, relation extraction, question answering, etc.
 *** [[Bidirectional Encoder Representations from Transformers (BERT)]]

@@ Line 18: / Line 18: @@
 I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and [[Video|video]] as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy!   [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup How to Build a Biomedical Startup |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup/blob/master/Watch_Me_Build_a_Biomedical_Startup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
-* [[Natural Language Processing (NLP)]]
+* [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]]
 * [http://github.com/re-search/DocProduct DocProduct]
 * AI Model(BioBERT , input question into retrained bioBERT to convert into an embedding. Input the embedding into a fully connected neural network, output an embedding for similarity lookup. Most similar Q&A's used by GPT-2 to generate an answer. )

@@ Line 72: / Line 72: @@
 * [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/BuildanAIStartup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
 ** [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/Transfer_Learning.ipynb Transfer Learning Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
-* [http://brandmark.io/ BrandMark] create a unique, professional logo using NLP and generative network
+* [http://brandmark.io/ BrandMark] create a unique, professional logo using NLP and [[Generative AI|generative]] network
 * [http://mailchimp.com/features/landing-pages/ MailChimp landing page creator]
 * [http://theleanstartup.com/ The Lean Startup | Eric Ries]

@@ Line 16: / Line 16: @@
 == Dr Source ==
-I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and video as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy!   [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup How to Build a Biomedical Startup |] [[Creatives#Siraj Raval|Siraj Raval]]
+I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and [[Video|video]] as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy!   [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup How to Build a Biomedical Startup |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup/blob/master/Watch_Me_Build_a_Biomedical_Startup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [[Natural Language Processing (NLP)]]
@@ Line 54: / Line 54: @@
 ** [[TensorFlow Lite]]
 ** [[Transfer Learning]]
-** [http://www.tensorflow.org/lite/models/pose_estimation/overview PoseNet] is a vision model that can be used to estimate the pose of a person in an image or video
+** [http://www.tensorflow.org/lite/models/pose_estimation/overview PoseNet] is a vision model that can be used to estimate the pose of a person in an image or [[Video|video]]
 * [http://medium.com/@nhoral/using-transfer-learning-to-detect-yoga-poses-74a8daee3ddb Using Transfer-Learning to Detect Yoga Poses | Nhoral - Medium]
 * [http://github.com/smellslikeml/YogAI YogAI] is a responsive virtual yoga instructor using pose estimation to guide and correct a yogi

@@ Line 12: / Line 12: @@
 ** [[Watch me Build a Finance Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
 ** [[Watch me Build a Retail Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
 ** [[Watch me Build a Cybersecurity Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]

@@ Line 9: / Line 9: @@
 * [[How do I leverage AI?]]
-** [[Watch me Build a Marketing Startup]] | Siraj Raval
+** [[Watch me Build a Marketing Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
-** [[Watch me Build a Finance Startup]] | Siraj Raval
+** [[Watch me Build a Finance Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
-** [[Watch me Build a Retail Startup]] | Siraj Raval
+** [[Watch me Build a Retail Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
-** [[Watch me Build a Trading Bot]] | Siraj Raval
+** [[Watch me Build a Trading Bot]] | [[Creatives#Siraj Raval|Siraj Raval]]
-** [[Watch me Build a Cybersecurity Startup]] | Siraj Raval
+** [[Watch me Build a Cybersecurity Startup]] | [[Creatives#Siraj Raval|Siraj Raval]]
 == Dr Source ==
-I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and video as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy!   [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup How to Build a Biomedical Startup | Siraj Raval]
+I've built an open source app called Dr Source, your personal medical question answering service! It uses a model called BioBERT trained on over 700K Q&As from PubMed, HealthTap, and other health related websites. I used Flutter to build an app around it and present it to you as a more thought out idea. I was excited by what I saw possible with BioBERT's output in Python notebooks, and thought a cleaner interface could absolutely make it a viable business. There are millions of people in this world without access to healthcare, and while this app isn't perfect, an automated diagnosis is better than no diagnosis. I urge you to use this code and video as a starting point in your journey to generate value for the world, and build wealth while doing so. Enjoy!   [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup How to Build a Biomedical Startup |] [[Creatives#Siraj Raval|Siraj Raval]]
+* [http://github.com/llSourcell/How-to-Build-a-Biomedical-Startup/blob/master/Watch_Me_Build_a_Biomedical_Startup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [[Natural Language Processing (NLP)]]
 * [http://github.com/re-search/DocProduct DocProduct]
@@ Line 41: / Line 40: @@
 == Macy ==
-I'm going to show you the entire process I used to conceive, design, and build the prototype for a healthcare startup business! This app is called "Macy", your personal Yoga Instructor. It uses a machine learning model called PoseNet to detect human poses and overlay a skeleton stick figure on top. I retrained posenet on labeled Yoga poses images so it could detect when a person correctly performs a certain pose, then i used speech generation to have the Flutter app guide your actions from pose to pose, just as a real Yoga instructor would do. The goal is to help a user reduce stress, anxiety, and depression through a series of guide meditative poses. I've integrated a subscription service and some interesting design schemes, but the app isn't finished! There is still more to do. The point is to give you the starting template to start your own profitable business. Enjoy!  [http://github.com/llSourcell/How_to_Build_a_healthcare_startup How to Build a Healthcare Startup | Siraj Raval - GitHub]
+I'm going to show you the entire process I used to conceive, design, and build the prototype for a healthcare startup business! This app is called "Macy", your personal Yoga Instructor. It uses a machine learning model called PoseNet to detect human poses and overlay a skeleton stick figure on top. I retrained posenet on labeled Yoga poses images so it could detect when a person correctly performs a certain pose, then i used speech generation to have the Flutter app guide your actions from pose to pose, just as a real Yoga instructor would do. The goal is to help a user reduce stress, anxiety, and depression through a series of guide meditative poses. I've integrated a subscription service and some interesting design schemes, but the app isn't finished! There is still more to do. The point is to give you the starting template to start your own profitable business. Enjoy!  [http://github.com/llSourcell/How_to_Build_a_healthcare_startup How to Build a Healthcare Startup |] [[Creatives#Siraj Raval|Siraj Raval]] - GitHub
-* [http://github.com/llSourcell/How_to_Build_a_healthcare_startup/blob/master/Watch_Me_Build_a_Healthcare_Startup.ipynb Project Jupyter Notebook | Siraj Raval]
+* [http://github.com/llSourcell/How_to_Build_a_healthcare_startup/blob/master/Watch_Me_Build_a_Healthcare_Startup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [http://flutter.dev/ Flutter] is Google’s portable UI toolkit for building natively-compiled applications for mobile, web, and desktop from a single codebase.
 ** [http://flutter.dev/docs/development/ui/widgets Flutter Widget catalog]
@@ Line 70: / Line 69: @@
 == SmartMedScan ==
-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!   [http://github.com/llSourcell/AI_Startup_Prototype "AI Startup Prototype" | Siraj Raval - GitHub]
+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!   [http://github.com/llSourcell/AI_Startup_Prototype "AI Startup Prototype" |] [[Creatives#Siraj Raval|Siraj Raval]] - GitHub
-* [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/BuildanAIStartup.ipynb Project Jupyter Notebook | Siraj Raval]
+* [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/BuildanAIStartup.ipynb Project Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
-** [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/Transfer_Learning.ipynb Transfer Learning Jupyter Notebook | Siraj Raval]
+** [http://github.com/llSourcell/AI_Startup_Prototype/blob/master/Transfer_Learning.ipynb Transfer Learning Jupyter Notebook |] [[Creatives#Siraj Raval|Siraj Raval]]
 * [http://brandmark.io/ BrandMark] create a unique, professional logo using NLP and generative network
 * [http://mailchimp.com/features/landing-pages/ MailChimp landing page creator]