Course information

AWS Machine Learning Training Course Outline

Module 1: Get Started with Machine Learning

  • Artificial Intelligence
  • Machine Learning
  • Deep Learning

Module 2: Machine Learning and Deep Learning Theory

  • Machine Learning Concepts
    • Machine Learning Lifecycle
    • Supervised Learning, Unsupervised Learning, and Reinforcement Learning
    • Optimisation
    • Hyperparameters and Validation
  • Machine Learning Algorithms
    • Linear Regression
    • Logistic Regression and Syntax of Logistic Regression
    • Support Vector Machines
    • Decision Tree and Random Forests
    • Latent Dirichlet Allocation
  • Deep Learning Algorithm
  • Model Performance and Optimisation
  • Machine Learning Tools and Frameworks

Module 3: Amazon Web Services

  • Introduction to AWS Services
    • S3
    • Glue
    • Athena
    • Quick Start
    • Kinesis Data Stream and Kinesis Data Firehose
    • Kinesis Video Streams
    • Kinesis Data Analytics
    • EMR with Spark
    • Amazon ML
  • AWS Application Services AI/MI 
    • Amazon Recognition
    • Amazon Polly
    • Amazon Translate
    • Amazon Comprehend
    • Amazon Lex
    • Amazon Service Chaining with AWS Step Functions

Module 4: Amazon SageMaker

  • What is Amazon SageMaker?
  • Three Stages
  • Control SDK and Control Notebooks
  • SageMaker Notebooks
  • Build
    • Data Preprocessing
    • Ground Truth
    • Preprocessing Image Data
    • Algorithms
  • Train
    • SageMaker Algorithms-Architecture
    • Training an Image Classifier
    • Hyperparameter Tunning
  • Deploy
    • Inference Pipelines
    • Real-Time and Batch Inference 
    • Deploy an Image Classifier
    • Accessing Inference form Apps
    • Create a Custom APIs for Inference
  • Security
    • Securing SageMaker Notebooks
    • SageMaker and the VPC

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Who should attend this AWS Machine Learning Training?

The AWS Machine Learning Course is designed for professionals aiming to harness the power of Machine Learning using Amazon Web Services technologies. This AWS Certification Training Course can be beneficial to various professionals, including:

  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Data Engineers
  • Business Analysts
  • AI Researchers
  • Solution Architects

Prerequisites of the AWS Machine Learning Training

There are no formal prerequisites to attend the AWS Machine Learning Course.

AWS Machine Learning Training Course Overview

The AWS Machine Learning Certification is designed to empower delegates with the necessary knowledge and tools to leverage the capabilities of Amazon Web Services in Machine Learning, including AWS Certifications. This course delves deep into the core aspects of Machine Learning on the AWS platform, offering a comprehensive understanding of its principles and practical applications.  

Learning about AWS Machine Learning is crucial for Data Scientists, Developers, and IT Professionals to remain competitive. Mastery of AWS Machine Learning enables these professionals to create and launch intelligent applications, uncover valuable insights, and foster innovation within their organisations. 

This 2-day AWS Machine Learning Training offered by The Knowledge Academy provides delegates with practical experience using AWS Machine Learning services. You'll learn to process data, train models, and deploy them effectively. Additionally, you'll discover how to seamlessly integrate AWS Machine Learning into your projects, improving productivity and decision-making.

Course Objectives 

  • To master AWS SageMaker for Machine Learning model development 
  • To understand data preprocessing and feature engineering
  • To implement model training and evaluation methodologies 
  • To deploy Machine Learning models on AWS infrastructure 
  • To learn to handle real-world data challenges 
  • To gain proficiency in AWS Machine Learning services

After successfully finishing this AWS Machine Learning Training Course, delegates will be well-prepared to harness the power of AWS Machine Learning to generate data-driven insights, enhance decision-making processes, and devise innovative solutions. Delegates can expand their AWS skills with The Knowledge Academy’s wide range of AWS Courses.

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What’s included in this AWS Machine Learning Training?

  • World-Class Training Sessions from Experienced Instructors
  • AWS Machine Learning Certificate
  • Digital Delegate Pack

Why choose us

Our Washington D.C. 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.

Washington D.C is the capital of the United States and is a federal district. Washington has around 660,000 inhabitants living in the area.

Washington D.C is the home to a variety of universities such as the American University which is a private research university. The university is affiliated with the United Methodist Church. The university was established in 1893 and was approved by former President Benjamin Harrison. The university enrols around 13,000 students a year who are either undergraduate or graduate students. Students at American University have backgrounds of more than 150 nationalities. The American University is also very well known for its study abroad programs in which students can participate in a number of programs around the world.

The George Washington University is another university located in Washington D.C. The university is a private research university and is the largest institution in the District of Columbia. The George Washington University was established in 1821. The university currently has around 25,300 students in attendance with the majority of those studying postgraduate degrees. Some of the courses available at the George Washington University include; Arts, Science, Business, International Affairs, Public Health, Professional Studies, Engineering, Applied Sciences, Nursing and Medicine, Politics and Law.

Another university located in Washington D.C is the Gallaudet University which is a private university for deaf and hard of hearing students. The university has around 2,000 students in attendance. Gallaudet was established in 1864 and was originally a grammar school for deaf and blind children until it became the university. Gallaudet is famous for being the only university that primarily teaches classes specifically accommodated to deaf and hard of hearing students. The university is bilingual using American Sign Language (ASL) and English.

Georgetown University is a private research university in Washington and was established in 1789 making it the oldest catholic and Jesuit institute in the United States. There are around 18,000 students who attend the university each year and study a variety of degrees. Some notable alumni from Georgetown University include eight former heads of state, Bill Clinton, Bradley Cooper and a variety of others. 

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Address

AdvantEdge Business Centres,

5335 Wisconsin Avenue,

Suite 650,

Washington D.C

United States

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led AWS Machine Learning Training in Washington D.C.. 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 AWS Machine Learning Training in Washington D.C., 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.

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

AWS Machine Learning Training in Washington D.C. FAQs

An AWS DevOps Engineer automates, streamlines, and optimises the software development and deployment processes, enhancing collaboration and efficiency between development and operations teams.
AWS Machine Learning is a suite of services provided by Amazon Web Services that enables developers to build, train, and deploy machine learning models at scale. It offers a wide range of tools for data analysis, model development, and deployment.
There are no formal prerequisites to attend this AWS Machine Learning Online Certification Course.
This course takes 2 days to complete during which delegates participate in intensive learning sessions that cover various course topics.
This course is ideal for Developers, Data Scientists, and anyone interested in understanding and building machine learning models on AWS. It is particularly suited to professionals looking to leverage AWS services to enhance their machine learning projects.
Yes, The Knowledge Academy offers 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 AWS Machine Learning Training, 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.
To prepare for the exam, study key ML concepts, AWS services, and hands-on practices. Focus on model training, tuning, and deployment. Familiarity with real-world use cases and exam-specific topics is essential for success.
Delegates of this course can pursue careers as Machine Learning Engineers, Data Scientists, AI Developers, and Cloud Engineers specialising in Machine Learning. They can also look into roles that implement ML solutions on AWS cloud infrastructure.
This certification focuses on building, training, and deploying machine learning models using AWS services. Unlike other AWS Certifications, it emphasises specialised skills in AI and data science, requiring a deep understanding of machine learning algorithms and tools.
AWS stays updated with ML advancements through active research, partnerships, and industry feedback. This knowledge informs certification content, ensuring it covers the latest AWS services, best practices, and emerging trends in Machine Learning and Artificial Intelligence.
Yes, AWS offers a community and network for AWS Machine Learning Certified individuals, wherein they gain opportunities for networking, collaboration, and staying informed about the latest trends and opportunities in Machine Learning on AWS.
The Knowledge Academy in Washington D.C. is 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 AWS Machine Learning Certification.
The training fees for AWS Machine Learning Trainingin Washington D.C. starts from $3195
The Knowledge Academy is the Leading global training provider for AWS Machine Learning Training.
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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

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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