Discover and read the best of Twitter Threads about #FastAPI
Most recents (5)
BIG ANNOUNCEMENT: I'm beyond excited to announce that in 5 days, I'm launching my brand new course- The #Python for Machine Learning & API's Course.
This course will transform your #career.
Here's what's inside... 🧵
#datascience #course
This course will transform your #career.
Here's what's inside... 🧵
#datascience #course
This launch marks the culmination of 2 years of research...
It covers The 6 Top #Python libraries for machine learning and production:
It covers The 6 Top #Python libraries for machine learning and production:
Over the past 3 years, I've been writing Python code daily.
And this coming Thursday, I'm excited to share what I've learned. 🧵
#datascience #career #python #rstats
And this coming Thursday, I'm excited to share what I've learned. 🧵
#datascience #career #python #rstats
Most of you know me as an #R guy. And I 1000% love R. ❤️
But I've also grown over the past 10+ years that I've been practicing data science as a data scientist, as a consultant, and as an educator.
But I've also grown over the past 10+ years that I've been practicing data science as a data scientist, as a consultant, and as an educator.
What I've come to realize is that no one language is perfect.
Each has its strengths. And weaknesses.
And more often than not we get caught up in debating things that **don't** really matter...
Like R vs Python.
Each has its strengths. And weaknesses.
And more often than not we get caught up in debating things that **don't** really matter...
Like R vs Python.
NLP Roadmap 2022 with free resources.
This is what you need to build real-world NLP Projects and a Good Foundation. A Thread 🧵👇
This is what you need to build real-world NLP Projects and a Good Foundation. A Thread 🧵👇
🎯 Text Pre-Processing (Use #spacy):
👉 Tokenization
👉 Lemmatization
👉 Removing Punctuations and Stopwords etc.
👉 Tokenization
👉 Lemmatization
👉 Removing Punctuations and Stopwords etc.
Runboat is a Kubernetes operator. It deploys, monitors and undeploys resources necessary to run live Odoo instances. It is written in Python. Here is an overview of the technologies I used to create it - with a screencast at the end. 1/10 🧵👇.
github.com/sbidoul/runboat.
github.com/sbidoul/runboat.
First is #kubernetes itself. It provides an ubiquitous API to manage deployment resources. Runboat sets custom labels and annotations to store metadata. Using the powerful k8s watch mechanism, it can react to events happening in the cluster. The perfect tool for the job. 2/10
Then there is #python, 3.10. Using type annotations to improve code readability and catch occasional bugs. asyncio provides robust, lightweight concurrency. It is amazing how far modern Python has gone while still being recognizable as the same language it was 25 years ago. 3/10
Have you ever Imagined what would it be like if we can enter #keywords and #AI converts them to #Sentences?
Presenting #Keytotext!
Keytotext is built using the amazing #T5 model by Google. To simplify the usage I have created a #PyPi Installation:
$ pip install keytotext
Presenting #Keytotext!
Keytotext is built using the amazing #T5 model by Google. To simplify the usage I have created a #PyPi Installation:
$ pip install keytotext
I have also created an on-demand Inference API which is built using #FastAPI and Hosted in a Docker, Inc Container. Docker: hub.docker.com/r/gagan30/keyt…
In order to build the Streamlit UI for keytotext, I needed to have a keyword entry method which is why I created streamlit-tags.
UI: share.streamlit.io/gagan3012/keyt…
Streamlit-tags: github.com/gagan3012/stre…
UI: share.streamlit.io/gagan3012/keyt…
Streamlit-tags: github.com/gagan3012/stre…
