AWS Machine Learning Training in Portland

Home

Courses

AWS Certification Training Courses

AWS Machine Learning Training

Portland

Learn to build and deploy machine learning models using AWS services
Understand how to leverage AWS for scalable and efficient ML solutions
Gain this AWS Machine Learning Certification for career advancement

Dates & Prices Dates & Prices

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

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.

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 Portland 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.

Portland has a population of around 620,000 inhabitants living in the largest city of Oregon. The city is the county seat of Multnomah County. Portland is located on the Pacific Northwest region within the Willamette valley. This city has also been known as the City Of Roses due to high popularity of rose gardens. Cultural differences have been created in Portland neighbourhoods, these are divided into 5 sections, North, Northwest, Northeast, Southwest and Southeast. In Portland over 80% of residents speak English as there first language, 8% speaking Spanish, 2% speaking Vietnamese and 1.5% speaking Russian. Portland has an unemployment rate of 4.4%, but employment rates are increasing with higher paying industries.The city is home to six public school districts and is the largest with around 85 operating public schools. The highest enrolled school is located in Grant park neighbourhood with 1,600 students is Grant High school. The high school offers students with high school diplomas which 92% received in 2008. Benson Polytechnic High School is located in the Eastside of Portland operating as a technical public high school. The school has around 1,200 pupils and covers grade 9-12.Downtown Portland is home to Portland State University, with the largest enrolment within the state of Oregon. The university operates as a four year curriculum offering undergraduate and postgraduate degrees. The university has been ranked within the top 15 undergraduate education within America. Courses can be taken in the following subjects, Economics, Environmental programs, international studies, system engineering, technology management, theatre arts and marketing.Pacific Northwest College of Art in Portland is a private art institute offering bachelor grants, art degrees and graduate degrees. The college has round 500 students enrolled who locally take part in exhibitions, design and lectures. Pacific Northwest College of Art offers animated art, illustration, intermedia and painting programs.

Address

Portland, Oregon

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 Portland. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's AWS Machine Learning Training in Portland, 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.

Learn more in our FAQs

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.

Tailored learning experience

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

Maximise your training budget

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

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

Monitor employees progress

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

Learn more in our FAQs

What our customers are saying

AWS Machine Learning Training in Portland FAQs

What does an AWS DevOps Engineer do?

An AWS DevOps Engineer automates, streamlines, and optimises the software development and deployment processes, enhancing collaboration and efficiency between development and operations teams.

What is AWS Machine Learning?

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.

What are the prerequisites for taking this AWS Machine Learning Certification Course in Portland?

There are no formal prerequisites to attend this AWS Machine Learning Online Certification Course.

What is the duration of this AWS Machine Learning Course?

This course takes 2 days to complete during which delegates participate in intensive learning sessions that cover various course topics.

Who should attend this AWS Machine Learning Course?

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.

Do you offer support for this course?

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.

What is included in this AWS Machine Learning Training?

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.

How can I prepare for the AWS Machine Learning Certification exam?

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.

What career opportunities are available for individuals holding the AWS Machine Learning Certification?

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.

How does the AWS Machine Learning Certification differ from other AWS Certifications?

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.

How does AWS stay updated with the latest advancements in Machine Learning, and how is it reflected in the certification content?

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.

Is there a community or network associated with the AWS Machine Learning Certification for networking and collaboration?

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.

Why choose The Knowledge Academy in Portland over others?

The Knowledge Academy in Portland 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.

What is the cost/training fees for AWS Machine Learning Training in Portland?

The training fees for AWS Machine Learning Trainingin Portland starts from $3195

Which is the best training institute/provider of AWS Machine Learning Training in Portland?

The Knowledge Academy is the Leading global training provider for AWS Machine Learning Training.

What are the best AWS Certification Training Courses courses in Portland?

Please see our AWS Certification Training Courses courses available in Portland

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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

Looking for more information on AWS Certification Training Courses?

Back to course information

Upcoming classes
Package deals

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on +1 7204454674 and speak to our training experts, we should be able to help you with your requirements.

Book now