My-Machine-Learning-Projects-CT's Repositories

.github

No description

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100-Days-Of-ML-Code

100 Days of ML Coding

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AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

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amazon-finspace-examples

This repo contains sample code and sample notebooks to illustrate how to work with Amazon FinSpace

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amazon-personalize-monitor

Monitor, alert, and optimize your Amazon Personalize deployments

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amazon-personalize-samples

Notebooks and examples on how to onboard and use various features of Amazon Personalize

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Amazon-Personalize-utility-demo-scripts

Amazon Personalize / MovieLens inference utility/demo scripts

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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amazon-sagemaker-fine-tune-and-deploy-wav2vec2-huggingface

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amazon-sagemaker-multiple-object-tracking

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amazon-sagemaker-secure-mlops

No description

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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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awesome-mlops

A curated list of references for MLOps

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awesome-ocr

Links to awesome OCR projects

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aws-deepracer-workshops

DeepRacer workshop content

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aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

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aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

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aws-panorama-samples

This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK

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aws-sagemaker-stable-diffusion

How to use stable diffusion model on AWS Sagemaker

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aws-step-functions-data-science-sdk-python

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

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Blackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

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Car-Origin-Classification

Predict a car's origin (i.e was it made in North America, Europe, or Asia?).

⭐ 9 🌐 Public

Car-Price-Prediction

Predict a car's market price using its attributes.

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chicago-crime-data-analysis

[Data Science] Chicago Crime data analysis from 2001 to present.

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classify-news-amazon-sagemaker-hugging-face

No description

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College-Basketball-Final-Four-Prediction

Analyze basketball metrics of different college basketball teams and predict which teams can make it to the NCAA Final Four.

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college_admissions_prediction

Predict a candidate's chances of being admitted into a college based on GPA and GRE score

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course

The Hugging Face course

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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.

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

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deepracer-core

A repository binding together everything needed for DeepRacer local.

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deepracer-for-cloud

Creates an AWS DeepRacing training environment which can be deployed in the cloud, or locally on Ubuntu Linux, Windows or Mac.

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EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

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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.

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House_Sale_Price_Prediction

Investigate housing data set and build an ML Pipeline that automates feature engineering, feature selection, and training and testing models for estimation and prediction of housing prices.

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huggingface-sagemaker-workshop-series

Enterprise Scale NLP with Hugging Face & SageMaker Workshop series

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K-Means-Clustering-with-Python-part-1

K Means Clustering is an unsupervised learning algorithm that tries to cluster data based on their similarity. Making Random data using blobs and Analysing it and forming Clusters from it.

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K-Means-Clustering-with-Python-part-2

Using KMeans Clustering to analyse the College Data and form clusters from it based on Feature Private meaning private and public colleges

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K-Nearest-Neighbors-Project

Analyse Dataset and choose a K value, with new value predict and evaluate the dataset

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Kaggle-crime-master

[Data Science] An end to end project to explore & visualize crime data and predict category of crime in San Francisco.

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kyphosis-prediction-using-Decision-Trees-and-Random-Forests-in-Python

Analyse the dataset and using Decision Trees and Random Forests in Python predicting kyphosis present or absent within children

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Linear-Regression-Prediction-Project-Part-1

Analyse a Dataset of Ecommerce company based in New York City that sells clothing online , order either on a mobile app or website for the clothes they want.Predict whether to buy using mobile app or website

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Linear-Regression-Prediction-Project-part-2

Analyse a Housing Dataset of Usa for predicting housing prices for regions in the USA

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llm-apps-workshop

Use LLMs for building real-world apps

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Loan-prediction-using-Decision-Trees-and-Random-Forest-Project

Analysing publicly available data from LendingClub.com. Lending Club connects people who need money (borrowers) with people who have money (investors). Hopefully, as an investor you would want to invest in people who showed a profile of having a high probability of paying you back. We will try to create a model that will help predict this

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Logistic-Regression-with-Python-Part-1

Analyse the Titanic Data Set from Kaggle and predict a classification- survival or deceased

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Logistic-Regression-with-Python-Part-2

Analyse advertising data set, indicating whether or not a particular internet user clicked on an Advertisement.predict whether or not they will click on an ad based off the features of that user

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machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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machine_learning_examples

A collection of machine learning examples and tutorials.

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Made-With-ML

Learn how to responsibly deliver value with machine learning.

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maintaining-personalized-experiences-with-machine-learning

The Maintaining Personalized Experiences with Machine Learning solution provides an automated pipeline to maintain resources in Amazon Personalize. This pipeline allows you to keep up to date with your user’s most recent activity while sustaining and improving the relevance of recommendations

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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.

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ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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ML-YouTube-Courses

A repository to index and organize the latest machine learning courses found on YouTube.

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mlops-amazon-sagemaker-devops-with-ml

Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker

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MLOps-Basics

No description

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mlops-e2e

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

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mlops-workshop

This repository contains a collection of workshops that show different approaches to MLOps on AWS.

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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Movie-Similarities

Analyze close to 1 million movie ratings to generate movie recommendations based on a particular movie that anyone may have watched. Recommendations were determined using item-based collaborative filtering.

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my_notes

My small cheatsheets for data science, ML, computer science and more.

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notebooks

Notebooks using the Hugging Face libraries 🤗

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oreilly_book

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

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post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

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practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

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pycaret-deployment-aws

Deploy Machine Learning Pipeline on AWS Fargate

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pytorch-ner

Pipeline for training NER models using PyTorch.

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Recommendation-Systems

Recommendation Systems With TensorFlow Recommenders and AWS SageMaker

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Recommender-Systems-with-Python

developing basic recommendation systems using Python and pandas for Movie Datasets.

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sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

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scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

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segment-personalize-workshop

AWS workshop demonstrating how to integrate Segment with Amazon Personalize to build and deliver personalized customer experiences.

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serverless-machine-learning

Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.

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spark-nlp

State of the Art Natural Language Processing

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Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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tesseract

Tesseract Open Source OCR Engine (main repository)

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the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

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train-and-deploy-ocr-model-on-amazon-sagemaker

Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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US-Senate-Voting-Analysis

Model and visualize the political spectrum and divide of the 114th Congress of the United States of America.

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