Sadiq Pasha's Projects
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
Recommender System is an information filtering tool that seeks to predict which product a user will like, and based on that, recommends a few products to the users. For example, Amazon can recommend new shopping items to buy, Netflix can recommend new movies to watch, and Google can recommend news that a user might be interested in. The two widely used approaches for building a recommender system are the content-based filtering (CBF) and collaborative filtering (CF).
Ask Me Anything language model prompting
A curated list of references for MLOps
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Using cloudbuild trigger to do a simple docker build with a github event like github push
Demonstrate use of cloudbuild triggers to initiate Vertex AI pipeline run
Continuous ML sample project
Cognixia datascience training course
build Deep Neural Networks models for different business domains with one of the most common machine learning library TensorFlow provided by Google AI team. main focus is on Keras. Focus on the advanced topics such as transfer learning, autoencoders, face recognition (including those models: VGG-Face, Google FaceNet, OpenFace and Facebook DeepFace).
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
How to build dockerfile and use it to deploy apps.
Exercises and supplementary material for the machine learning operations course at DTU.
Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud
All internet curated datascience books
Example gcloud statements and service info for GCP services
Trigger a Vertex AI pipeline with github actions
Solutions of all challenge labs of Google Cloud Ready Facilitator Program
Automation certification
Hands-On Machine Learning for Algorithmic Trading, published by Packt
Sharp Image Deblurring
Linear Algebra essentials
Micro courses from Linkedin
multiple courses
Python code for common Machine Learning Algorithms
All ML related courses with codes and solved exercises
Learn how to design, develop, deploy and iterate on production-grade ML applications.