AI Makers' Club

This is a meetup for people that are building or want to learn how to build AI-powered apps. Come share your project and see what others are making. The agenda typically includes time for ad-hoc presentations, free discussion, and a tutorial of a package that is useful for building AI applications.

AI news:

The Batch
https://read.deeplearning.ai/the-batch/

Tutorials:

Deep Learning with Keras:
https://keras.io/guides/

Machine Learning with Scikit-Learn (and Keras):
https://github.com/ageron/handson-ml2

Understanding Machine Learning:
https://web.stanford.edu/~hastie/ElemStatLearn/

Scraping data with Scrapy: https://docs.scrapy.org/en/latest/intro/tutorial.html

Data Exploration with Bokeh:
https://docs.bokeh.org/en/latest/index.html

Data storage on S3 from the Python API:
https://boto3.amazonaws.com/v1/documentation/api/latest/index.html

Hosting a static website using Amazon S3:
https://docs.aws.amazon.com/AmazonS3/latest/userguide/website-hosting-custom-domain-walkthrough.html
https://docs.aws.amazon.com/AmazonCloudFront/latest/DeveloperGuide/getting-started-secure-static-website-cloudformation-template.html

Virtual Environments for Data Science: Running Python and Jupyter with Pipenv:
https://towardsdatascience.com/virtual-environments-for-data-science-running-python-and-jupyter-with-pipenv-c6cb6c44a405

Building apps with Django:
https://docs.djangoproject.com/en/3.2/intro/overview/

Serverless Python with Zappa on AWS Lambda:
https://github.com/zappa/Zappa

Setting up machine learning pipelines with TFX: https://www.tensorflow.org/tfx/tutorials

Hugging Face Transformers:
https://huggingface.co/transformers/

Tmux automation with Tmuxinator:
https://github.com/tmuxinator/tmuxinator

Online courses:

Web programming:
https://learning.edx.org/course/course-v1:HarvardX+CS50W+Web/home

Chat

Join us on Discord: https://discord.gg/PvMnjk5