Machine Learning Projects | Cloud Tech's repositories
college_admissions_prediction
Predict a candidate's chances of being admitted into a college based on GPA and GRE score
Georgia-Restaurant_Inspection
The purpose of this project is to analyze, specify, design, implement, document, and demonstrate a database management information system called the Georgia Restaurant Health Inspection System.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mlops-workshop
This repository contains a collection of workshops that show different approaches to MLOps on AWS.
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
amazon-finspace-examples
This repo contains sample code and sample notebooks to illustrate how to work with Amazon FinSpace
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
aws-machine-learning-university-accelerated-tab
Machine Learning University: Accelerated Tabular Data Class
aws-panorama-samples
This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK
aws-sagemaker-stable-diffusion
How to use stable diffusion model on AWS Sagemaker
aws-step-functions-data-science-sdk-python
Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS
course
The Hugging Face course
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
deepracer-for-cloud
Creates an AWS DeepRacing training environment which can be deployed in the cloud, or locally on Ubuntu Linux, Windows or Mac.
llm-apps-workshop
Use LLMs for building real-world apps
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Made-With-ML
Learn how to responsibly deliver value with machine learning.
media-insights-on-aws
A serverless framework to accelerate the development of applications that discover next-generation insights in your video, audio, text, and image resources by utilizing AWS Machine Learning and Media services.
mlops-e2e
MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK
mlops-zoomcamp
Free MLOps course from DataTalks.Club
my_notes
My small cheatsheets for data science, ML, computer science and more.
practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
sagemaker-training-toolkit
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
serverless-machine-learning
Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
train-and-deploy-ocr-model-on-amazon-sagemaker
Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents