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#Amazon SageMaker

Showing: 25 courses
MLOps World: Machine Learning in Production

End-to-End MLOps for Computer Vision

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Explore end-to-end MLOps for Computer Vision, from data gathering to model monitoring. Learn to implement ML pipelines using tools like Amazon SageMaker, Kubernetes, Kubeflow, and MLFlow.
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1 Lesons
38 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Implementing MLOps Practices on AWS using Amazon SageMaker

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Implement ML pipelines with CI/CD practices using SageMaker Pipelines. Gain hands-on experience in MLOps, incorporating DevOps principles into machine learning workflows for scalable and efficient model deployment.
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1 Lesons
47 minutes
On-Demand
Free-Video
Great Learning

Image Processing with AWS - AWS Machine Learning and Artificial Intelligence

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Comprehensive overview of AWS image processing, machine learning, and AI services, featuring hands-on demos of SageMaker, Rekognition, Comprehend, Polly, and Textract for practical applications.
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11 Lesons
3 hours 29 minutes
On-Demand
Free-Video

Amazon SageMaker

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Learn to build, train, and deploy ML models using AWS SageMaker, covering notebook instances, S3 buckets, XGBoost algorithm, and endpoint predictions.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Amazon Web Services

Amazon SageMaker Technical Deep Dive Series

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Comprehensive deep dive into Amazon SageMaker, covering notebook instances, algorithms, custom models, training, deployment, tuning, and advanced features for efficient machine learning workflows.
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16 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Great Learning

Amazon SageMaker Tutorial - How to Use Amazon SageMaker for Machine Learning

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Learn to build, train, and deploy machine learning models using Amazon SageMaker. Explore its architecture, features, and hands-on implementation for streamlined ML development and production.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Improving Productivity for Building ML Workloads Using Amazon SageMaker Autopilot

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Automate ML model training and tuning for customer churn prediction using Amazon SageMaker Autopilot, with deployment and iteration in SageMaker Studio.
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1 Lesons
19 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Build, Train, and Deploy Models with Amazon SageMaker

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Learn to build, train, and deploy machine learning models using Amazon SageMaker through hands-on experience. Gain practical skills in ML model development and implementation on AWS platform.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Serverless for Machine Learning Pipelines

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Explore serverless architecture for ML/DL deployment, utilizing AWS services to organize scalable and affordable deep learning workflows for efficient model training and operationalization.
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1 Lesons
38 minutes
On-Demand
Free-Video
HuggingFace

Managed Training with Amazon SageMaker and Transformers

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Explore SageMaker and Hugging Face integration for efficient NLP model training, deployment, and optimization. Learn preprocessing, hyperparameter tuning, and model compression techniques.
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17 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Deep Learning for Price Action Prediction Using Databricks and AWS

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Explore deep learning techniques to enhance price action prediction using Databricks and AWS. Learn to optimize technical indicators and train models with Amazon SageMaker for improved financial forecasting.
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14 Lesons
36 minutes
On-Demand
Free-Video
Generative AI on AWS

Generative AI and Large Language Models: Fine-tuning with SageMaker, PEFT, RLHF and PPO

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Master advanced LLM fine-tuning techniques using Amazon SageMaker, exploring PEFT, RLHF, and PPO methodologies for optimized AI model performance and customization.
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1 Lesons
2 hours 32 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Responsible AI in Industry - Lessons Learned in Practice

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Explore practical lessons on implementing responsible AI in industry, covering explainability, fairness, and challenges faced by major tech companies.
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21 Lesons
1 hour 31 minutes
On-Demand
Free-Video
GOTO Conferences

The Psychology of UX

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Explore the psychology behind UX design, cognitive biases, and digital decision-making. Learn to influence choices through environmental interventions and develop digital consciousness skills.
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18 Lesons
38 minutes
On-Demand
Free-Video
GOTO Conferences

Serverless & Event-Driven Patterns for GenAI

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Explore serverless and event-driven patterns for GenAI, learning efficient architectures for hosting, training, and consuming AI solutions on AWS at scale. Gain insights into EDA options for various business use cases.
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12 Lesons
45 minutes
On-Demand
Free-Video
Web Summit

Innovating at Speed - AWS and Formula 1

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Explore how AWS and Formula 1 leverage data analytics and machine learning to enhance race performance, make predictions, and provide fans with deeper insights into the high-speed world of motorsports.
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9 Lesons
20 minutes
On-Demand
Free-Video
Platform Engineering

Building Scalable End-to-End Deep Learning Pipelines in the Cloud

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Explore serverless deep learning on AWS using Batch, Fargate, SageMaker, Lambda, and Step Functions to create scalable, cost-effective pipelines for efficient model development and deployment.
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1 Lesons
15 minutes
On-Demand
Free-Video
Android Makers

Getting Started with GenAI for Android Apps

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Explore GenAI integration in Android apps, covering basic concepts, major AI solutions, and practical mobile use cases. Learn to leverage AI capabilities effectively.
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19 Lesons
39 minutes
On-Demand
Free-Video
Devoxx

MLflow - Platform for Complete Machine Learning Lifecycle

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Discover how MLflow simplifies machine learning development by tracking experiments, registering projects, and streamlining model deployment across various platforms.
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1 Lesons
31 minutes
On-Demand
Free-Video
Conf42

Mastering Generative AI: Harnessing AWS GenAI for Your Solutions

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Explore AWS GenAI solutions, from foundation models to Amazon Bedrock and Claude 3. Learn about customization, knowledge bases, agents, and CodeWhisperer for innovative AI implementation.
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23 Lesons
59 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Train Your First NLP Transformer Model with Amazon SageMaker

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Learn to train and deploy NLP Transformer models using Amazon SageMaker and Hugging Face. Gain hands-on experience with cutting-edge deep learning techniques for natural language processing.
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1 Lesons
56 minutes
On-Demand
Free-Video
NashKnolX

Custom ML Model Creation and Deployment Using AWS SageMaker

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Deploy custom machine learning models efficiently with AWS SageMaker, streamlining the process from creation to production-ready implementation.
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1 Lesons
43 minutes
On-Demand
Free-Video
NashKnolX

Building and Deploying Machine Learning Models with Amazon SageMaker

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Learn to build, train, and deploy ML models using Amazon SageMaker, covering data preprocessing, model selection, hyperparameter tuning, and evaluation.
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1 Lesons
43 minutes
On-Demand
Free-Video
NashKnolX

Amazon SageMaker for MLOps

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Explore automated machine learning with Amazon SageMaker, covering AutoML for model training and deployment to AWS endpoints.
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1 Lesons
42 minutes
On-Demand
Free-Video
MLOps.community

AWS Trainium and Inferentia - Enhancing AI Performance and Cost Efficiency

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Explore AWS Trainium and Inferentia's AI accelerators for enhanced performance, cost savings, and seamless integration with popular frameworks. Learn about their benefits and implementation in ML workflows.
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15 Lesons
45 minutes
On-Demand
Free-Video