AWS

Since 2006, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud platform. AWS offers over 90 fully featured services for compute, storage, networking, database, analytics, application services, deployment, management, developer, mobile, Internet of Things (IoT), Artificial Intelligence (AI), security, hybrid and enterprise applications, from 44 Availability Zones (AZs) across 16 geographic regions in the U.S., Australia, Brazil, Canada, China, Germany, India, Ireland, Japan, Korea, Singapore, and the UK. AWS services are trusted by millions of active customers around the world — including the fastest-growing startups, largest enterprises, and leading government agencies — to power their infrastructure, make them more agile, and lower costs.

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Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Jun 28th 2021
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
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In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you [...]
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Build, Train, and Deploy ML Pipelines using BERT (Coursera)

Jun 21st 2021
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
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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 [...]
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Jun 21st 2021
Course Auditing
40.00 EUR/month

Analyze Datasets and Train ML Models using AutoML (Coursera)

Jun 21st 2021
Analyze Datasets and Train ML Models using AutoML (Coursera)
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In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into [...]
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Jun 21st 2021
Course Auditing
40.00 EUR/month

How to Buy Cloud - Strategies for Cloud Procurement (Coursera)

Jun 21st 2021
How to Buy Cloud - Strategies for Cloud Procurement (Coursera)
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Cloud computing represents a fundamental shift in the way that organizations operate business systems and digital services. The nature of running software workloads in the Cloud, with on-demand resources, pay-as-you-go pricing and security and compliance requirements make Cloud Acquisition processes very different from traditional IT procurement models. [...]
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Building Modern .NET Applications on AWS (Coursera)

Jun 21st 2021
Building Modern .NET Applications on AWS (Coursera)
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In modern cloud native application development, it’s oftentimes the goal to build out serverless architectures that are scalable, are highly available, and are fully managed. This means less operational overhead for you and your business, and more focusing on the applications and business specific projects that differentiate you in [...]
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AWS Cloud Practitioner Essentials (Coursera)

Jun 21st 2021
AWS Cloud Practitioner Essentials (Coursera)
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Welcome to AWS Cloud Practitioner Essentials. If you’re new to the cloud, whether you’re in a technical or non-technical role such as finance, legal, sales, marketing, this course will provide you with an understand of fundamental AWS Cloud concepts to help you gain confidence to contribute to your organization’s [...]
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Jun 21st 2021
Course Auditing
39.00 EUR

Introduction to Designing Data Lakes in AWS (Coursera)

Jun 21st 2021
Introduction to Designing Data Lakes in AWS (Coursera)
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In this class, Introduction to Designing Data Lakes in AWS, we will help you understand how to create and operate a data lake in a secure and scalable way, without previous knowledge of data science! Starting with the "WHY" you may want a data lake, we will look at [...]
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Amazon DynamoDB: Building NoSQL Database-Driven Applications (Coursera)

This course introduces you to NoSQL databases and the challenges they solve. Expert instructors will dive deep into Amazon DynamoDB topics such as recovery, SDKs, partition keys, security and encryption, global tables, stateless applications, streams, and best practices. DynamoDB is a key-value and document database that delivers single-digit millisecond [...]
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AWS Fundamentals: Going Cloud-Native (Coursera)

This course will introduce you to Amazon Web Services (AWS) core services and infrastructure. Through demonstrations you'll learn how to use and configure AWS services to deploy and host a cloud-native application. Early in the course, your AWS instructors will discuss how the AWS cloud infrastructure is built, walk [...]
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AWS Fundamentals: Building Serverless Applications (Coursera)

This course will introduce you to Amazon Web Services (AWS) serverless architecture. Through demonstrations and hands-on exercises you'll learn skills in building and deploying serverless solutions. Using real-world examples of a serverless website and chat bot, you'll build upon your existing knowledge of the AWS cloud to take advantage [...]
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