MLOps

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Deploying Machine Learning Models in Production (Coursera)

Jun 7th 2023
Deploying Machine Learning Models in Production (Coursera)
Course Auditing
Coursera
deeplearning.ai
Categories
Data Science
Effort
Advanced
3 Weeks
1-4 Hours/Week
Languages
English
English
Deploying Machine Learning Models in Production (Coursera)
In the fourth course of Machine Learning Engineering for Production Specialization, you will learn how to deploy ML models and make them available to end-users. You will build scalable and reliable hardware infrastructure to deliver inference requests both in real-time and batch depending on the use case. You will [...]
Machine Learning Engineering for Production (MLOps) Specialization
Machine Learning
TensorFlow
Monitoring
Machine Learning Operations
MLOps
General Data Protection Regulation
GDPR
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Jun 7th 2023
Course Auditing
Coursera
deeplearning.ai
Data Science
Advanced
3 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English

Python Essentials for MLOps (Coursera)

Jun 5th 2023
Python Essentials for MLOps (Coursera)
Course Auditing
Coursera
Duke University
Categories
CS: Programming
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Python Essentials for MLOps (Coursera)
Python Essentials for MLOps is a course designed to provide learners with the fundamental Python skills needed to succeed in an MLOps role. This course covers the basics of the Python programming language, including data types, functions, modules and testing techniques. It also covers how to work effectively with [...]
Python
MLOps
Python Programming
Programming
Machine Learning
Test Automation
Functions
Pandas
NumPy
Coursera Plus
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Jun 5th 2023
Course Auditing
Coursera
Duke University
CS: Programming
Intermediate
5-12 Weeks
5-10 Hours/Week
46.00 EUR
English
English

Open Source Platforms for MLOps (Coursera)

Jun 5th 2023
Open Source Platforms for MLOps (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Advanced
4 Weeks
1-4 Hours/Week
Languages
English
English
Open Source Platforms for MLOps (Coursera)
This course covers two of the most popular open source platforms for MLOps: MLflow and Hugging Face. We’ll go through the foundations on what it takes to get started in these platforms with basic model and dataset operations. You will start with MLflow using projects and models with its [...]
MLOps
Open Source
MLflow
Hugging Face
Coursera Plus
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Jun 5th 2023
Course Auditing
Coursera
Duke University
Data Science
Advanced
4 Weeks
1-4 Hours/Week
46.00 EUR
English
English

Cloud Machine Learning Engineering and MLOps (Coursera)

Jun 5th 2023
Cloud Machine Learning Engineering and MLOps (Coursera)
Course Auditing
Coursera
Duke University
Categories
CS: Information & Technology
Effort
Intermediate
3 Weeks
1-4 Hours/Week
Languages
English
English
Cloud Machine Learning Engineering and MLOps (Coursera)
Welcome to the fourth course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will build upon the Cloud computing and data engineering concepts introduced in the first three courses to apply Machine Learning Engineering to real-world projects. First, you will develop Machine Learning Engineering [...]
Building Cloud Computing Solutions at Scale Specialization
Cloud Computing
Machine Learning
MLOps
AutoML
Coursera Plus
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Jun 5th 2023
Course Auditing
Coursera
Duke University
CS: Information & Technology
Intermediate
3 Weeks
1-4 Hours/Week
32.00 EUR/month
English
English

Build, Train, and Deploy ML Pipelines using BERT (Coursera)

Jun 5th 2023
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
Course Auditing
Coursera
deeplearning.ai
AWS
Categories
Data Science
Effort
Advanced
3 Weeks
1-4 Hours/Week
Languages
English
English
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-art BERT algorithm with Amazon SageMaker Pipelines. Your pipeline will first transform the dataset into [...]
Practical Data Science Specialization
ML Pipelines
BERT Model
Machine Learning
MLOps
Debugging
Feature Engineering
Artifacts
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Jun 5th 2023
Course Auditing
Coursera
deeplearning.ai
AWS
Data Science
Advanced
3 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English

DevOps, DataOps, MLOps (Coursera)

May 29th 2023
DevOps, DataOps, MLOps (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
DevOps, DataOps, MLOps (Coursera)
Learn how to apply Machine Learning Operations (MLOps) to solve real-world problems. The course covers end-to-end solutions with Artificial Intelligence (AI) pair programming using technologies like GitHub Copilot to build solutions for machine learning (ML) and AI applications. This course is for people working (or seeking to work) as [...]
DevOps
MLOps
DataOps
Machine Learning
Machine Learning Operations
Artificial Intelligence
Github
AI
Python
Rust
Coursera Plus
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May 29th 2023
Course Auditing
Coursera
Duke University
Data Science
Advanced
5-12 Weeks
5-10 Hours/Week
44.00 EUR
English
English

MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)

May 29th 2023
MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Advanced
5-12 Weeks
1-4 Hours/Week
Languages
English
English
MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)
In MLOps Platforms: Amazon SageMaker and Azure ML you will learn the necessary skills to build, train, and deploy machine learning solutions in a production environment using two leading cloud platforms: Amazon Web Services (AWS) and Microsoft Azure. This course is also a great resource for individuals looking to [...]
MLOps
Amazon SageMaker
Azure ML
Amazon Web Services
AWS
Microsoft Azure
Azure
Exploratory Data Analysis
EDA
Machine Learning
Coursera Plus
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May 29th 2023
Course Auditing
Coursera
Duke University
Data Science
Advanced
5-12 Weeks
1-4 Hours/Week
46.00 EUR
English
English

MLOps (Machine Learning Operations) Fundamentals (Coursera)

May 22nd 2023
MLOps (Machine Learning Operations) Fundamentals (Coursera)
Course Auditing
Coursera
Google Cloud
Categories
Data Science
Effort
Intermediate
3 Weeks
1-4 Hours/Week
Languages
English
English
MLOps (Machine Learning Operations) Fundamentals (Coursera)
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Machine Learning Engineering professionals use tools for continuous improvement and [...]
MLOps
Machine Learning Operations
Kubernetes
Google Cloud
AI Platform
Software Engineer
Coursera Plus
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May 22nd 2023
Course Auditing
Coursera
Google Cloud
Data Science
Intermediate
3 Weeks
1-4 Hours/Week
41.00 EUR
English
English

Machine Learning Operations 1 (MLOps1-GCP): Deploying AI & ML Models in Production using Google Cloud Platform (GCP) (edX)

Self Paced
Machine Learning Operations 1 (MLOps1-GCP): Deploying AI & ML Models in Production using Google Cloud Platform (GCP) (edX)
Course Auditing
EdX
Statistics.com
Statistics.comX
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Machine Learning Operations 1 (MLOps1-GCP): Deploying AI & ML Models in Production using Google Cloud Platform (GCP) (edX)
Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how data engineers can effectively work with data scientists to monitor and iterate on model performance, which is why we [...]
Machine Learning Operations with Google Cloud Platform (MLOps with GCP) Professional Certificate
Machine Learning Operations
MLOps
ML Models
Google Cloud Platform
GCP
Machine Learning Pipelines
View more details
Self Paced
Course Auditing
EdX
Statistics.com
Statistics.comX
Statistics & Data Analysis
Data Science
Intermediate
Self-Paced
5-10 Hours/Week
143.00 EUR
English
English

Machine Learning Operations 1 (MLOps1-AML): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning (AML) (edX)

Self Paced
Machine Learning Operations 1 (MLOps1-AML): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning (AML) (edX)
Course Auditing
EdX
Statistics.com
Statistics.comX
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
5-10 Hours/Week
Languages
English
English
Machine Learning Operations 1 (MLOps1-AML): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning (AML) (edX)
Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how data engineers can effectively work with data scientists to monitor and iterate on model performance, which is why we [...]
Machine Learning Operations with Microsoft Azure (MLOps with Azure) Professional Certificate
Machine Learning Operations
MLOps
ML Models
Azure Machine Learning
Azure ML
Machine Learning Pipelines
View more details
Self Paced
Course Auditing
EdX
Statistics.com
Statistics.comX
Data Science
Statistics & Data Analysis
Intermediate
Self-Paced
5-10 Hours/Week
143.00 EUR
English
English