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ml_deploy_gcp_aws_lambda_docker

Exercise files for Ml model deployment on GCP and AWS Lambda

ml_on_gcp_vertexai

Machine Learning on Google Cloud with Vertex AI. Code for build & deploy ML/DL models using GCP components AutoML, AI Platform and Vertex AI.

mlops-e2e

AzML with mlops

mlops-e2e-1

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

mlops-guide.github.io

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

mlops-on-gcp

mlops-project

An end-to-end machine learning (mlops) project on aws

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mlops_on_gcp

vertex ai end to end

mlops_wafer_prediction

mlops end to end

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

nlp-with-python

Machine Learning, Spacy, NLTK, SciKit-Learn, Deep Learning, and more to conduct Natural Language Processing. Regex for pattern searching, Stemming and lemmatization, Part of Speech tagging to auto process raw text files, Named Entity Recognition, Topic Modelling etc

numpy-pandas-sklearn-with-ease

Master Numpy - bread and butter of Deep Learning

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

py_master

Python 3.10 for Datascience

pyspark_mastery

Master pyspark for bigdata

pyspark_ml_projects

Pyspark with mllib

python_handy_utilities

Script that come in handy

sadpasmgp

Config files for my GitHub profile.

sentiment-analysis-tfx

End-to-end pipeline with TFX to train and deploy a Transformer model for sentiment analysis.

solved_ml_projects

Solved ML Kaggle business problems for practice only. Huge Thanks to all kagglers

sql_for_datascience

SQL for datascience

stats_for_datascience

Necessary statistics for datascience

test_docker_build

Building a test docker for Automated build deployments

thinkbayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

udemy_completed_courses

Completed udemy courses with certificates

vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

vertex-pipelines-end-to-end-samples