Course information

Amazon SageMaker Training Course Outline

Module 1: Introduction to Amazon SageMaker

  • What is Amazon SageMaker?
  • Machine Learning with Amazon SageMaker
  • Explore and Preprocess Data
  • Model Training and Deployment

Module 2: Setting Up Amazon SageMaker

  • Create an IAM Administrator User and Group

Module 3: Get Started with Amazon SageMaker

  • Create an Amazon S3 Bucket
  • Create an Amazon SageMaker Notebook Instance
  • Create a Jupyter Notebook
  • Download, Explore, and Transform Data
  • Train, Deploy, and Validate Model
  • Clean Up

Module 4: Using Notebook Instances

  • Create and Access Notebook Instances
  • Use Example Notebooks
  • Notebook Instance Software Updates
  • Setting the Notebook Kernel
  • Installing External Libraries and Kernels in Notebook Instances
  • Creating Git Repositories with Amazon SageMaker Notebook Instances
  • Monitoring Jupyter Logs in Amazon CloudWatch Logs

Module 5: Build, Train, and Deploy a Model

  • Built-in Algorithms
  • Incremental Training
  • Managed Spot Training
  • Using Checkpoints
  • Automatic Model Tuning
  • Augmented Manifest Files
  • Amazon SageMaker Neo

Module 6: Amazon SageMaker with ECR

  • Basics of Docker Containers
  • Amazon SageMaker Containers
  • Use Prebuilt SageMaker Docker Images
  • Creating Training Job with ECR

Module 7: Reinforcement Learning with Amazon SageMaker RL

  • Markov Decision Process (MDP)
  • Sample RL Workflow Using Amazon SageMaker RL
  • RL Environments in Amazon SageMaker
  • Distributed Training
  • Hyperparameter Tuning

Module 8: Security in Amazon SageMaker

  • Data Protection
  • Identity and Access Management
  • Logging and Monitoring
  • Compliance Validation

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Who should attend this Amazon SageMaker Training Course?

The Amazon SageMaker Training Course is designed for individuals who want to gain an understanding of machine learning and deploy the same for practical applications. The Amazon SageMaker Training Course can benefit professionals such as:

  • Data Scientists
  • Machine Learning Engineers
  • Data Engineers
  • Data Analysts
  • Cloud Architects
  • Financial Analysts
  • Technical Managers

Prerequisites of the Amazon SageMaker Training Course

There are no formal prerequisites for this Amazon SageMaker Course. However, a basic understanding of machine learning can be beneficial for the delgates.

Amazon SageMaker Training Course Overview

Amazon SageMaker,a pivotal service within the AWS (Amazon Web Service) cloud, revolutionizes machine learning model development, training, and deployment. This training provides an in-depth exploration of Amazon SageMaker, empowering participants with the skills to harness the potential of machine learning in AWS. Understanding SageMaker is crucial as it enables developers to build and train machine learning models for predictive or analytical applications.

Professionals specializing in machine learning, data science, and cloud computing are well-positioned to benefit significantly from mastering Amazon SageMaker. This course is particularly relevant for developers, data engineers, and AI practitioners who aim to enhance their proficiency in building and deploying machine learning models using SageMaker.

This 2-day training by The Knowledge Academy offers a comprehensive learning experience, covering essential aspects such as running training jobs, hyperparameter tuning, model packaging, and reinforcement learning with Amazon SageMaker RL. Delegates will gain hands-on experience with popular machine learning frameworks like Apache Spark, TensorFlow, and Apache MXNet.

Course Objectives

  • To run a training job, hyperparameter tuning job, and create a model using Amazon SageMaker
  • To become familiar with machine learning frameworks, including Apache Spark, TensorFlow, and Apache MXNet
  • To gain in-depth knowledge of reinforcement learning with Amazon SageMaker RL
  • To understand the use of Jupyter notebooks and their role in collaborative and interactive machine learning development
  • To learn how to protect data at rest and in transit using encryption in Amazon SageMaker
  • To acquire practical skills for deploying machine learning models using Amazon SageMaker

Upon completing this course, delegates will benefit by gaining expertise in Amazon SageMaker, positioning themselves as proficient contributors to machine learning projects in AWS. The practical knowledge acquired during the training empowers participants to leverage SageMaker effectively, enhancing their capabilities in building, training, and deploying machine learning models for real-world applications in the cloud.

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What’s included in this Amazon SageMaker Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Amazon SageMaker Certificate
  • Digital Delegate Pack

Why choose us

Our New Delhi venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

New Delhi is one of the districts within Delhi, as well as it being the capital city of India, it is also the home to the Government of the National Capital Territory of Delhi and some of the branches of the Government of India, these being the judiciary, executive and legislative branches and is also home to around 249,998 people. The capital of India - New Delhi was initiated within 1931 by Viceroy Lord Irwin however formed during 1911 by George V, who was the King of the United Kingdom as well as the Emperor of India and his British architects Sir Herbert Baker and Sir Edwin Lutyens formed the foundation stone and announced the capital city of India would be changed. The primary schools and secondary schools within New Delhi are either run privately or by the government and as of 2004 to 2005 there was around 1.5 million students going through the educational system within 2416 primary schools, 822,00 students in 715 middle schools and 669,000 students in 1576 secondary schools and around 500,000 students within 165 universities and colleges. All universities are either state, deemed or central universities, The top universities within New Delhi are the Jamia Millia Islamia, the University of Delhi, Indian Statistical Institute, National Law University, Jawaharlal Nehru University, Guru Gobind Singh Indraprastha University, Ambedkar University Delhi, Jamia Hamdard, Delhi Technological University – which is the first Engineering college within Delhi and one of the oldest in India, the Indira Gandhi National Open University is the largest national university in the world with over 4 million students, New Delhi is also home to the Indian Agricultural Research Institute, Pusa, New Delhi, Premier institute for agricultural research and education in India. The university courses and programs can offer different types of degrees such an undergraduate and post graduate courses, Bachelor courses and Scholarships, New Delhi prides itself on its premier institutions as the teaching and researching they do means that within 2011 the census recorded the literacy rate for females as 80.9% and for males it was slightly higher at 91.0% with an overall literacy rate of 86.3%. Subjects within the different universities can include, social sciences, engineering, humanities, technology, sports, law, social work, arts, management, education, computer information technology, foreign languages, mathematical science, dentistry and medical. 

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Address

Pioneer Institute of Education and Computer Studies
F322/A, 3rd Floor
Adarsh House (Above PNB Bank)
Old MB Road
Lado Sarai
New Delhi
110030

T: +91 8037244591

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Amazon SageMaker Training in New Delhi. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Amazon SageMaker Training in New Delhi, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Amazon SageMaker Training in New Delhi. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Amazon SageMaker Training in New Delhi sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Amazon SageMaker Training in New Delhi FAQs

Amazon SageMaker is a fully managed machine learning service that enables developers and data scientists to build, train, and deploy machine learning models quickly and efficiently, simplifying the overall machine learning workflow.
Amazon SageMaker is available in multiple AWS Regions worldwide, including US East (N. Virginia), US West (Oregon), Europe (Ireland), Asia Pacific (Tokyo), and others, ensuring global accessibility for users.
Amazon SageMaker secures your code through encryption, identity and access management (IAM) policies, and private VPC endpoints, ensuring that your data and algorithms remain confidential and protected during development and deployment.
Amazon SageMaker employs several security measures, including data encryption in transit and at rest, IAM for access control, VPC for network isolation, and compliance with various industry standards to protect sensitive information.
There are no formal prerequisites for this Amazon SageMaker Course. However, a basic understanding of machine learning can be beneficial for the delgates.
The Amazon SageMaker course is ideal for Data Scientists, Machine Learning Engineers, and Developers seeking to enhance their skills in building, training, and deploying machine learning models using the SageMaker platform.
Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.
In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.
This course takes 2 Days to complete during which delegates participate in intensive learning sessions that cover various course topics.
In the course, you will learn to build, train, and deploy machine learning models, explore data preparation techniques, implement algorithms, and leverage SageMaker's capabilities for efficient model management.
You should receive the confirmation details for the course within 24-48 hours after registration. If you haven't received it by then, please check your spam folder or contact our support team for assistance.
To attend the Amazon SageMaker course, delegates should have a basic understanding of machine learning concepts, familiarity with Python programming, and knowledge of AWS services, as these skills will enhance the learning experience.
Industries such as Finance, Healthcare, and E-Commerce, along with job roles like Data Scientists, Machine Learning Engineers, and Business Analysts, can particularly benefit from Amazon SageMaker certification by enhancing their machine learning capabilities.
Yes, the Amazon SageMaker training is suitable for individuals at various career stages, from beginners seeking foundational knowledge to experienced professionals looking to deepen their expertise in machine learning and model deployment.
While prior experience in machine learning and Python programming is beneficial, it is not strictly required for the course; beginners can grasp the fundamentals with the right motivation and willingness to learn.
The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study What is Knowledge Pass, and ho at their own pace and convenience.
Yes, we provide corporate training for this Amazon SageMaker Training, tailored to fit your organisation’s requirements.
If you are unable to access your Amazon SageMaker Training, contact the support team at The Knowledge Academy via their customer service email or phone number provided on their website for prompt assistance and resolution of your issue.
Yes, the training course includes practical components and hands-on activities, allowing delegates to apply their learning by building, training, and deploying machine learning models in real-world scenarios using SageMaker.
The Knowledge Academy in New Delhi stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.
The training fees for Amazon SageMaker Trainingin New Delhi starts from INR24995
The Knowledge Academy is the Leading global training provider for Amazon SageMaker Training.
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Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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