Search result for Optimizing machine learning pipelines Online Courses & Certifications
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Build, Train, and Deploy ML Pipelines using BERT
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.7
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Approx. 10 hours to complete
Week 2: Train, Debug, and Profile a Machine Learning Model Train and Debug a Custom Machine Learning Model Week 3: Deploy End-To-End Machine Learning pipelines Machine Learning Operations (MLOps) Overview Creating Machine Learning Pipelines Machine Learning Pipelines with Amazon SageMaker Pipelines Machine Learning Pipelines with Amazon SageMaker Projects Store and manage machine learning features using a feature store...
Optimizing Machine Learning Performance
by Anna Koop- 4.6
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Approx. 12 hours to complete
This course synthesizes everything your have learned in the applied machine learning specialization. You will now walk through a complete machine learning project to prepare a machine learning maintenance roadmap. This is the final course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute (Amii)....
Machine Learning experiments and engineering with DVC
by Mikhail Rozhkov- 4.4
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5 hours on-demand video
Automate machine learning experiments, pipelines and model deployment (CI/CD, MLOps) with Data Version Control (DVC) Online video course to teach basics for Machine Learning experiment management, pipelines automation and CI/CD to deliver ML solution into production. Build reproducible machine learning pipelines Manage Machine Learning experiments Organize code in Machine Learning projects...
$12.99
Smart Analytics, Machine Learning, and AI on GCP
by Google Cloud Training- 4.6
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Approx. 8 hours to complete
Incorporating machine learning into data pipelines increases the ability of businesses to extract insights from their data. This course covers several ways machine learning can be included in data pipelines on Google Cloud Platform depending on the level of customization required. Also, this course covers how to productionalize machine learning solutions using Kubeflow. Machine Learning and AI...
Smart Analytics, Machine Learning, and AI on GCP em Português Brasileiro
by Google Cloud Training- 0.0
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Approx. 8 hours to complete
Com a incorporação do machine learning aos pipelines de dados, as empresas podem extrair mais insights. Neste curso, mostramos várias maneiras de incluir o machine learning nos pipelines de dados no Google Cloud Platform, dependendo do nível de personalização necessário. Também explicamos como produzir soluções de machine learning usando o Kubeflow. Machine learning e IA...
Smart Analytics, Machine Learning, and AI on GCP en Français
by Google Cloud Training- 0.0
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Approx. 8 hours to complete
Appliqué aux pipelines de données, le machine learning facilite l'extraction d'informations exploitables à partir des données des entreprises. Dans ce cours, vous allez étudier différentes manières d'inclure le machine learning dans les pipelines de données sur Google Cloud Platform, selon le niveau de personnalisation requis. Machine Learning et IA Création de modèles de machine learning personnalisés...
Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
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4 Weeks
Learn the underlying principles required to develop scalable machine learning pipelines and gain hands-on experience using Apache Spark. Machine learning aims to extract knowledge from data, relying on fundamental concepts in computer science, statistics, probability and optimization. The underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines...
$99
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Google Cloud Professional Data Engineer: Get Certified 2021
by Dan Sullivan- 4.4
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6 hours on-demand video
Build scalable, reliable data pipelines, databases, and machine learning applications. We’ll build on the basics to understand how to design, train, and evaluate machine learning models. We'll also review Google Cloud machine learning services and infrastructure, such as BigQuery ML and tensor processing units....
$14.99
Deep Learning with Python and PyTorch
by Joseph Santarcangelo- 0.0
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6 Weeks
This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch. If you do not have this pre-requiste knowledge, it is highly recommended you complete the PyTorch Basics for Machine Learning course prior to starting this course. Apply knowledge of Deep Neural Networks and related machine learning methods Build Deep learning pipelines...
$99
Deep Learning with Python and PyTorch
by Joseph Santarcangelo- 0.0
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6 Weeks
This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch. If you do not have this pre-requiste knowledge, it is highly recommended you complete the PyTorch Basics for Machine Learning course prior to starting this course. Apply knowledge of Deep Neural Networks and related machine learning methods Build Deep learning pipelines...
$99
