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AWS Machine Learning Training Overview
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 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 training 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 explore use cases and best practices
- To gain proficiency in AWS Machine Learning services
After successfully finishing this course, delegates will be well-prepared to harness the power of AWS Machine Learning for generating data-driven insights, enhancing decision-making processes, and devising 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
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led AWS Machine Learning Training. 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, 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.
What our customers are saying
AWS Machine Learning Training FAQs
An AWS DevOps Engineer automates, streamlines, and optimises the software development and deployment processes, enhancing collaboration and efficiency between development and operations teams.
There are no formal prerequisites to attend this AWS Machine Learning Certification Course.
This certification is ideal for developers, data scientists, and anyone interested in building and understanding machine learning models on AWS, aiming to leverage AWS services to enhance their machine learning projects.
Yes. The Knowledge Academy offers 24/7 support for delegates before, during, and after this AWS Machine Learning Certification Course.
This AWS Machine Learning Certification Course comes with a 2-day training session from experienced trainers, a digital delegate pack, and a course completion certificate.
The duration of this AWS Machine Learning Certification Course spans across 2 days.
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.
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, we offer tailored corporate AWS Machine Learning Certification Courses that can be customised to meet the specific needs of an organisation and its employees.
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 Canada 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 Training certification in Canada starts from CAD4295
The Knowledge Academy is the Leading global training provider for AWS Machine Learning Training.
Please see our AWS Certification Training Courses courses available in Canada
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
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