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Oct 23, 2022 - Python
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machine-learning-engineering
Here are 24 public repositories matching this topic...
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
data-science
machine-learning
course
deep-learning
notes
coursera
andrew-ng
machine-learning-engineering
mlops
ml-engineering
deeplearningai
machine-learning-ops
ml-engineering-for-production
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Jun 8, 2022
A framework for forecasting stock prices with emphasis on Machine Learning best practices.
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Sep 22, 2022 - Python
Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python
python
machine-learning
deep-learning
pytorch
neural-networks
machine-learning-api
machine-learning-engineering
machine-learning-deploy
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Dec 2, 2020 - Jupyter Notebook
My repo for the Machine Learning Engineering bootcamp by DataTalks.Club
python
docker
kubernetes
machine-learning
deep-learning
aws-lambda
deployment
aws-ec2
tensorflow-serving
machine-learning-engineering
aws-fargate
tflite
bentoml
kserve
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Nov 2, 2022 - Jupyter Notebook
A Helm chart containing Kubeflow Pipelines as a standalone service.
machine-learning
workflow-engine
machine-learning-engineering
mlops
kubeflow-pipelines
mlops-workflow
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Mar 9, 2022
A fast and robust MLOps tool for managing data and pipelines
rust
devops
data-science
data
machine-learning
data-engineering
command-line-tool
data-pipelines
machine-learning-engineering
mlops
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Nov 8, 2022 - Rust
The machine learning course presentation on how to deal with challenges in machine learning production under supervision of Prof. M. E. Shiri.
engineering
machine-learning
production
scalability
machine-learning-engineering
ml-challenges
ml-production
ml-in-production
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Dec 17, 2017 - HTML
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
reinforcement-learning
deep-learning
algorithms
openai-gym
policy
policy-gradient
machine-learning-engineering
trpo
proximal-policy-optimization
ppo
self-play
dota2-bot
openai-five
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Jun 20, 2018 - Python
This repository contains examples of using various libraries/tools for MLOps.
docker
flask
data-science
machine-learning
airflow
luigi
machine-learning-engineering
mle
dvc
mlops
mlflow
redisai
machinelearningengineering
mlops-workshop
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Apr 22, 2022 - Python
Machine Learning for Production Specialization
python
machine-learning
production
coursera
hacktoberfest
machine-learning-engineering
mlops
mooc-solutions
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Oct 3, 2022
Here you will find a selection of miscellaneous data science projects that are not included in my project portfolio.
python
data-science
machine-learning
sql
machine-learning-algorithms
jupyter-notebook
data-visualization
data-analysis
data-cleaning
machine-learning-engineering
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May 11, 2022 - Jupyter Notebook
Udacity's Machine Learning Engineer Nanodegree Projects
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Aug 3, 2020 - Jupyter Notebook
Flower Classification Web Application (Built with Flask)
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Jun 21, 2022 - Python
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Mar 15, 2019 - Python
Capstone project for Udacity
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Jul 17, 2017 - Jupyter Notebook
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Jul 28, 2022 - Jupyter Notebook
The project comprises a real-time tweets data pipeline, a sentimental analysis of the tweets module, and a Slack bot to post the tweets' sentiments. The project uses SentimentIntensityAnalyzer from the VaderSentiment library. The analyzer gives positive, negative, and compound scores for small texts (such as tweets in this case). The real-time data pipeline flow is as follows: 1.Tweets are collected and stored in a database. 2.The sentiment of the tweets is analyzed. 3.The tweet sentiment is posted on a Slack channel using a Slack bot.
python
slack
docker
data-science
mongodb
tweets
sentiment-analysis
pipeline
slackbot
docker-compose
docker-image
tweepy
vader-sentiment-analysis
data-pipeline
replicaset
shell-scripting
machine-learning-engineering
tweepy-api
docker-file
machine-learning-operations
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Jun 10, 2022 - Python
Udacity Project: Build an end-to-end plagiarism classification model. Apply skills to clean data, extract meaningful features, and deploy a plagiarism classifier in SageMaker.
machine-learning-algorithms
udacity-nanodegree
machine-learning-engineering
knn-classification
plagiarism-detector
aws-sagemaker
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Sep 18, 2020 - Jupyter Notebook
The website of Sun Analytics B.V.
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Aug 29, 2022 - HTML
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