This repository contains code to learn AI and ML on Google Cloud Platform
Detailed code walkthrough of different Google Cloud AI services available in this repo can be found in my video playlist - https://www.youtube.com/playlist?list=PL3N9eeOlCrP6Nhv4UFp67IsQ_TVDpXqXK
Project 1 - Telecom Churn on AI Platform Notebook and AI Platform Prediction
In this project we will be building a scikit learn model using AI Platform Notebook and deploying it on AI Platform prediction service
Project 2 - Model Deployment on Google Cloud Platform
In this project we will be deploying machine learning models on Google Cloud Serverless platform (Cloud Run) and Google Cloud App Engine
Project 3 - Building Time Series model using BigQuery ML and Data Analysis using Cloud Datastudio
In this project we will be analyzing SFO bikeshare dataset and building multiple time series model using BigQuery ML
Project 4 - Image Classification using Google Cloud AutoML Vision
In this project we will be training image classifier using Google Cloud ML Vision on Kaggle Cassava Leaf Disease detection dataset
Project 5 - Logistics Regression and Feature Engineering using BigQuery ML
This project is end to end demo of using BigQuery ML for feature engineering and for building Logistics Regression model
Speech to Text API - https://www.youtube.com/watch?v=ZkTiKPUSYj4
Big Query Data Q&A - https://www.youtube.com/watch?v=nhAm7q826qk
Google Cloud Data Products Overview and Professional ML Engineer Certification Discussion - https://www.youtube.com/watch?v=pIzX7wk56iA&list=PL3N9eeOlCrP6Nhv4UFp67IsQ_TVDpXqXK&index=9
Google Cloud AI Platform overview - https://www.youtube.com/watch?v=dx5kyKZ7Q0I
Google data studio getting started - https://www.youtube.com/watch?v=DMRC90qvwFo