AWS Specialty Machine Learning Training Overview

Course syllabus

Who it’s for

What’s included

FAQs

AWS Specialty 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 Specialty 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 Specialty Machine Learning Training

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

AWS Specialty Machine Learning Training Course Overview

The AWS Specialty 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 Specialty 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 Specialty 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 Specialty Machine Learning Training?

  • World-Class Training Sessions from Experienced Instructors
  • AWS Specialty Machine Learning Certificate
  • Digital Delegate Pack
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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Train Your Workforce

Looking for AWS Specialty Machine Learning Training in-house or onsite training in Phoenix? We specialise in corporate group training and bulk bookings for organisations of all sizes in Phoenix. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Phoenix 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.

Phoenix has around 1,500,000 inhabitants and is the largest and capital city of Arizona. The city is the most popular state capital in the United States and is the 13th largest popular metro area. In 40 years the population of the metro area has grown around 4% per annum.  Phoenix is part of the valley of the sun area and the Salt River valley. The city has many developed industries including, cattle farming, cotton, and citrus. Phoenix has 15 urban divided villages with separate planning commities, these areas are known as neighbourhoods including Ahwatukee, Foothills, Alhambra, Camelback East, Central City, Deer Valley, Desert View and Encanto.Phoenix is divided into 29 public school districts, within the districts there are 21 elementary school districts, 4 high school districts and 4 unified districts. There are around 27,000 students who attend phoenix high schools in the district making it the biggest schooling district in the country.Glendale Union high school districts has around 9 high school with the second largest district in the phoenix union. Glendale districts includes Apollo, Cortez, Glendale, Greenway and Moon Valley.Tempe Union High School District has around 13,000 students covering six comprehensive schools. High schools in the district include Compadre, Corona del Sol, Desert Vista, Marcos de Niza, McClintock, Mountain Pointe, and Tempe High School.Phoenix’s main higher education institutes Is the Arizona State University with its main campus in Tempe and several campuses in Phoenix. The university has around 72,000 enrolled students being the largest public university in the United States. The university offers courses including accountancy, physical sciences, neuroscience, forensics, graphic design and art history.Arizona’s only medical school is the University Of Arizona College Of Medicine has around 600 students located on two campuses, the Tucson campus and Phoenix campus. The university provides the curriculum for a four year program. The university does not offer international students the chance to study.

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Ways to take AWS Specialty Machine Learning Training in Phoenix

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led AWS Specialty 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.

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Live classes

Join a scheduled class with a live instructor and other delegates.

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Interactive

Engage in activities, and communicate with your trainer and peers.

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Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Scalable Training Delivery

Access AWS Specialty Machine Learning Training in Phoenix delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master AWS Specialty Machine Learning Training with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from AWS Specialty Machine Learning Training industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn AWS Specialty Machine Learning Training through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

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Flexible Learning

Access AWS Specialty Machine Learning Training resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

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Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

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Global Training Provider

Access AWS Specialty Machine Learning Training in Phoenix from a trusted global training provider delivering consistent learning to professionals worldwide.

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Cost-Effective Training

Benefit from the cost-effective AWS Specialty Machine Learning Training that delivers high-quality course content without compromising learning outcomes.

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Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Package deals for AWS Specialty Machine Learning Training

Our training experts have compiled a range of course packages on a variety of categories in AWS Specialty Machine Learning Training, to boost your career. The packages consist of the best possible qualifications with AWS Specialty Machine Learning Training, and allows you to purchase multiple courses at a discounted rate.

AWS Specialty Machine Learning Training in Phoenix FAQs

What does an AWS DevOps Engineer do?

An AWS DevOps Engineer automates infrastructure, builds and manages CI/CD pipelines, monitors performance, and ensures reliable deployments across cloud environments using AWS tools and best practices.

What is AWS Machine Learning?

AWS Machine Learning is a suite of cloud services that allows users to build, train, and deploy Machine Learning models at scale using pre-built tools, frameworks, and infrastructure provided by AWS.

What are the prerequisites for taking this AWS Specialty Machine Learning Certification in Phoenix?

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

What is the duration of this AWS Specialty Machine Learning Course?

This AWS Machine Learning Certification Course takes 2-day to complete during which delegates participate in intensive learning sessions that cover various course topics.

Who should attend this AWS Specialty Machine Learning Certification?

This AWS Machine Learning Certification Course is ideal for Data Scientists, Ml Engineers, AI Developers, and Cloud Professionals who want to validate their expertise in machine learning using AWS services.

Do you offer support for this AWS Machine Learning Certification Course?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the AWS Machine Learning Course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

What is included in this AWS Specialty Machine Learning Training?

In this AWS Specialty 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.

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

Certified individuals can pursue roles such as Machine Learning Engineer, Data Scientist, Cloud AI Specialist, or ML Consultant across various industries and technology sectors.

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

This certification focuses specifically on machine learning concepts, model tuning, and deployment within AWS, while others cover broader cloud infrastructure, architecture, or operations topics.

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 the latest advancements in Machine Learning by collaborating with industry leaders, hosting research, and constantly innovating through services like SageMaker and AWS AI. This is reflected in the certification content, which includes up-to-date features, new services, and evolving best practices.

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

Yes, certified individuals gain access to AWS community groups, online forums, and events to network, collaborate, and share knowledge with peers globally.

Why choose The Knowledge Academy in Phoenix over others?

The Knowledge Academy in Phoenix 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 AWS Machine Learning Course.

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

The training fees for AWS Specialty Machine Learning Training in Phoenix starts from $3995

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

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

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

Please see our AWS Certification Training Courses courses available in Phoenix

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