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AWS Machine Learning Online Course

(4.7) 17833 Ratings
  • Join the Best AWS Machine Learning Online Training to Build Intelligent Models with Real-Time Project Skills.
  • Covers SageMaker, Python, AI Services, Deep Learning, Data Wrangling, and Model Deployment.
  • AWS Machine Learning Certification Course with Career-Focused Placement Assistance.
  • Flexible AWS Machine Learning Training Options: Weekday, Weekend, or Fast-Track Online Batches.
  • Learn with Real-Time Projects and Practical Sessions from Experienced ML Engineers.
  • Get Help with Resume Writing, Mock Interviews, and Career Development in Machine Learning.

Course Duration

50+ Hrs

Live Project

3 Project

Certification Pass

Guaranteed

Training Format

Live Online (Expert Trainers)
WatchLive Classes
Guide Me Request a Call
Course fee at
₹16000

₹21000

11356+

Professionals Trained

10+

Batches every month

2658+

Placed Students

203+

Corporate Served

What You'll Learn

Master AWS Machine Learning Online Course to build intelligent AI-powered applications.

Learn to use AWS SageMaker for designing, training, and deploying ML models efficiently.

Understand key ML concepts like data preprocessing, feature engineering, and model tuning in AWS Machine Learning Online Training.

Gain hands-on experience with AWS AI services like Rekognition, Comprehend, and Polly.

Explore integrating ML workflows with AWS Lambda and other cloud automation tools.

Develop skills in monitoring, scaling, and securing machine learning models on AWS.

An Complete Overview of AWS Machine Learning Training

AWS Machine Learning Online Course offers a comprehensive curriculum to master machine learning services on the AWS cloud platform. This AWS Machine Learning course covers key topics such as Amazon SageMaker, data preprocessing, model training, deployment, and monitoring, enabling learners to build scalable ML solutions. Designed for data scientists, developers, and IT professionals, the training prepares candidates for AWS Machine Learning certification with hands-on labs and real-world projects. AWS Machine Learning Online Training enhances practical skills, boosts job readiness, and supports career growth in the rapidly evolving AI and ML industry.

Future Trends for AWS Machine Learning

  • Increased integration of AutoML for automated model building.
  • Expansion of edge ML for real-time, on-device predictions.
  • Growing use of explainable AI to improve model transparency.
  • Enhanced support for multimodal data processing and analysis.
  • Advances in AI-driven DevOps for continuous ML deployment.
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AWS Machine Online Training Objectives

  • The AWS Machine Certification direction presents comprehensive education for the Amazon Web Services (AWS) machine getting to know platform. This path covers a variety of topics, inclusive of system studying concepts and technologies, structure, Amazon SageMaker, Amazon EC2, Amazon Elastic Compute Cloud (EC2) Instances, AWS Storage, Amazon Aurora, and AWS AI.
  • Online courses are a first-rate manner to learn AWS Machine Learning as they are able to offer structure, guided mastering paths and licensed teachers who're able to provide support and solution questions.
  • Online publications also are beneficial as they provide greater flexibility to you to suit them around your present commitments and might provide an powerful studying environment, with the material added on-demand along with online sources together with motion pictures, webinars and dialogue boards.
  • Migrating to AWS Machine Learning can be a frightening assignment and an internet direction allow you to understand a way to successfully plan, layout, and implement your ML answers.
  • Introduction to machine mastering basics
  • Introduction to AWS offerings associated with system getting to know which include Amazon SageMaker, Amazon Comprehend, and Amazon Lex.
  • Creating and deploying Machine Learning fashions thru the SageMaker carrier.
  • Building Machine Learning pipelines the use of AWS Step Functions and Amazon Glue.
  • Establishing infrastructure for Machine Learning on AWS the use of Amazon EC2, Amazon EMR and Amazon Lambda.
  • Amazon EC2: Establishing and managing cloud-based totally services the usage of Amazon Elastic Compute Cloud (Amazon EC2)
  • Amazon S3: Deploying packages with Amazon Simple Storage Service (Amazon S3)
  • Amazon EMR: Running and managing Big Data programs the use of Amazon Elastic MapReduce (Amazon EMR)
  • Amazon RDS: Setting up relational databases with Amazon Relational Database Service (Amazon RDS)
  • Amazon VPC: Setting up and dealing with digital non-public clouds (Amazon VPC)
  • AWS Solutions Architect
  • AWS DevOps Engineer
  • AWS Cloud Engineer
  • AWS Database Administrator
  • AWS Big Data Engineer
  • Reach out to a certified AWS instructor or trainer-led direction provider, who could be able to offer tailored education that will help you prepare for the interview.
  • Check out reliable AWS training sources without spending a dime on-line tutorials, technical papers, and whitepapers.
  • Participate in hackathons or stay coding demanding situations related to AWS Machine Training to advantage palms-on revel in.
  • Join an online discussion board or institution on sites like StackOverflow or Reddit, where experienced AWS practitioners can provide beneficial recommendation and answer questions.
  • Attend conferences and meetups related to cloud computing, where you can research from industry experts and get advice from skilled AWS customers.
  • Scalability: AWS Machine Learning is incredibly scalable, allowing you to quickly spin up and down assets whilst had to accommodate rapid spikes in demand.
  • Cost Efficiency: Amazon’s pay-as-you-go pricing version makes it simpler to keep expenses predictable and live within your finances.
  • Quick Deployment: AWS tools allow for immediate deployment of machine gaining knowledge of models with some clicks.
  • Data Security: Thanks to its advanced security measures, the AWS infrastructure affords general safety and facilitates make sure your records is included and secure from malicious customers.
  • Variety of Options: AWS gives all the features and offerings vital to help you create and execute powerful machine learning fashions.
  • There are numerous process possibilities for AWS Machine Training. AWS is one of the maximum famous cloud platform and its Machine Learning Services are used by many corporations. Some of the most not unusual task roles related to AWS Machine Training include AWS Machine Learning Engineer, AWS Data Scientist, AWS Solutions Architect, and AWS Technical Consultant.
  • Learning AWS Machine can assist individuals develop their career by using presenting them with an expanded path to enter the sector of cloud computing.
  • AWS Machine provides a wide range of effective, cloud-based services that allow customers to effortlessly construct, secure, and scale packages extra hastily and with less effort than conventional on-premises answers.
  • As a end result, AWS can serve as the inspiration for a successful profession in cloud computing, via permitting customers to broaden the talents and knowledge had to construct and manage resilient and stable cloud-based totally solutions and programs.
  • AWS Machine Learning is utilized by a wide range of groups in lots of different industries, from start-united states of americato Fortune 500 agencies. It is specially popular with net-primarily based businesses that need to quick build and installation powerful device gaining knowledge of fashions for their programs. A few examples of such organizations include Airbnb, Amazon, Google, Netflix, and Uber.
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AWS Machine Learning Course Benefits

AWS Machine Learning Certification Course offers comprehensive knowledge of building, training, and deploying machine learning models using Amazon Web Services. The course covers AWS ML services like SageMaker, data preprocessing, model evaluation, and real-time predictions. Practical sessions empower learners to develop scalable AI solutions, preparing them for roles in data science, artificial intelligence, and cloud-based machine learning applications. Learners also gain hands-on experience through an AWS Machine Learning internship to apply their skills in real-world projects.

  • Designation
  • Annual Salary
    Hiring Companies
  • 7L
    Min
  • 12L
    Average
  • 20L
    Max
  • 8L
    Min
  • 14L
    Average
  • 25L
    Max
  • 6L
    Min
  • 10L
    Average
  • 18L
    Max
  • 7L
    Min
  • 12L
    Average
  • 24L
    Max

About AWS Machine Learning Certification Training

Our AWS Machine Learning Online Course offers in-depth knowledge of building intelligent applications using AWS ML services. Learn data preprocessing, model training, and deployment through hands-on projects. With expert instructors, access to 500+ hiring partners, and 100% AWS Machine Learning course with placement support, this course equips you to develop scalable AI solutions and advance your career in the rapidly evolving field of machine learning.Work on real-time AWS Machine Learning projects to strengthen your practical skills and industry readiness.

Top Skills You Will Gain
  • Data Preparation
  • Model Training
  • Feature Engineering
  • Hyperparameter Tuning
  • Algorithm Selection
  • Model Deployment
  • Endpoint Management
  • Security Compliance

12+ AWS Machine Learning Tools

Online Classroom Batches Preferred

Weekdays (Mon - Fri)
10 - Nov - 2025
08:00 AM (IST)
Weekdays (Mon - Fri)
12 - Nov - 2025
08:00 AM (IST)
Weekend (Sat)
15 - Nov - 2025
11:00 AM (IST)
Weekend (Sun)
16 - Nov - 2025
11:00 AM (IST)
Can't find a batch you were looking for?
₹21000 ₹16000 10% OFF Expires in

No Interest Financing start at ₹ 5000 / month

Corporate Training

  • Customized Learning
  • Enterprise Grade Learning Management System (LMS)
  • 24x7 Support
  • Enterprise Grade Reporting

Why AWS Machine Learning Course From Learnovita ? 100% Money Back Guarantee

AWS Machine Learning Course Curriculam

Trainers Profile

Our AWS Machine Learning Online Course is led by industry professionals with deep expertise in machine learning algorithms and AWS’s powerful AI services. These trainers blend theoretical foundations with practical hands-on projects, enabling learners to build, train, and deploy scalable machine learning models on the AWS cloud. With a focus on real-world applications and best practices, participants gain the confidence and skills to harness AWS machine learning tools for solving complex data problems effectively.

Syllabus for AWS Machine Learning Download syllabus

  • ML Concepts
  • Learning Types
  • Model Lifecycle
  • AI Services
  • Business Applications
  • Data Patterns
  • Feature Engineering
  • SageMaker Overview
  • AI Services
  • Data Wrangler
  • Ground Truth
  • Feature Store
  • JumpStart Models
  • Data Collection
  • Label Generation
  • Missing Values
  • Outlier Detection
  • Feature Selection
  • Dataset Splitting
  • Built-in Algorithms
  • Training Jobs
  • Hyperparameters Tuning
  • Container Support
  • Estimator Usage
  • Model Validation
  • Studio Setup
  • Notebook Launch
  • Code Management
  • Pipeline Creation
  • Model Monitoring
  • Project Templates
  • Inference Endpoints
  • A/B Testing
  • Batch Predictions
  • Multi-model Hosting
  • Auto Scaling
  • Endpoint Logging
  • Pipeline Structure
  • Step Functions
  • Reusable Components
  • Training Steps
  • Deployment Steps
  • Parameter Tracking
  • Rekognition Integration
  • Comprehend Usage
  • Translate Services
  • Polly Voices
  • Transcribe Text
  • Textract Documents
  • Neural Networks
  • TensorFlow Setup
  • PyTorch Support
  • Custom Models
  • Training Loops
  • GPU Acceleration
  • Model Drift
  • Data Bias
  • Explainability Reports
  • CloudWatch Alerts
  • Debugger Usage
  • Baseline Comparison
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Need customized curriculum?

Industry Projects

Project 1
Customer Churn Prediction

Build a churn prediction model using AWS SageMaker. Ingest customer data from Amazon S3, preprocess with AWS Glue, train models with built-in algorithms, and deploy endpoints for real-time predictions to help businesses retain customers proactively.

Project 2
Image Classification Pipeline

Develop an image classification system using AWS SageMaker and Rekognition. Upload labeled images to S3, train deep learning models with SageMaker, and integrate Rekognition for object detection, enabling automated image tagging and content moderation.

Project 3
Sentiment Analysis on Social Media

Create a sentiment analysis app by processing Twitter data with AWS Comprehend. Stream tweets with AWS Kinesis, analyze sentiment in real-time, and visualize trends using Amazon QuickSight to support marketing and brand reputation management.

Career Support

Our Hiring Partner

Exam & Certification

At LearnoVita, You Can Enroll in Either the instructor-led Online Classroom Training or Online Self-Paced Training. Online Classroom:
  • Participate and Complete One batch of AWS Machine Learning Training Course
  • Successful completion and evaluation of any one of the given projects
Online Self-learning:
  • Complete 85% of the AWS Machine Learning Certification course
  • Successful completion and evaluation of any one of the given projects
Honestly Yes, We Provide 1 Set of Practice test as part of Your AWS Machine Learning Training course. It helps you to prepare for the actual AWS Machine Learning Certification exam. You can try this free AWS Machine Learning Fundamentals Practice Test to Understand the Various type of tests that are Comes Under the Parts of Course Curriculum at LearnoVita.
These are the Four Different Kinds of Certification levels that was Structured under the Oracle’s AWS Machine Learning Certification Path.
  • Oracle Certified Associate (OCA)
  • Oracle Certified Professional (OCP)
  • Oracle Certified Expert (OCE)
  • Oracle Certified Master (OCM)
  • Learn About the Certification Paths.
  • Write Code Daily This will help you develop Coding Reading and Writing ability.
  • Refer and Read Recommended Books Depending on Which Exam you are Going to Take up.
  • Join LearnoVita Online Training Course That Gives you a High Chance to interact with your Subject Expert Instructors and fellow Aspirants Preparing for Certifications.
  • Solve Sample Tests that would help you to Increase the Speed needed for attempting the exam and also helps for Agile Thinking.
Honestly Yes, Please refer to the link This Would Guide you with the Top 20 Interview Questions & Answers for AWS Machine Learning Developers.

Our Student Successful Story

checkimage Regular 1:1 Mentorship From Industry Experts checkimage Live Classes checkimage Career Support
Sandeep Kumar D
Software Engineer, Cisco Systems )
It was a great learning experience. The trainer had provided relevant examples truly enjoyed the sessions, I wholeheartedly thank Training & Placement Cell for the constant support
google
review
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Vinoth P
UI Developer, TCS
I would like to appreciate the placement cell at LearnoVita for the efforts they made for providing a fair and ample amount of chances to me. boot-camps and extra classes for us to enhance our technical and interpersonal skills.
google
review
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Vijeyalakshme kannan
QA Engineer, Amazon Development Center
I feel great studying at LearnoVita and getting the great opportunity as well as support from faculties & placement officers. It is dream come true, being an IT engineer
google
review
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Pranav Srinivas
Software Testing, Capgemini
My sincere appreciation & gratitude to the Training & Placement Department and all staff of LearnoVita for their efforts in imparting quality technical and aptitude training. I am very grateful to them for effectively and sincerely helping me to grab the first-ever opportunity that came into my life.
google
review
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Prasanna
SAP Admin, HCL
I am very thankful to the faculties of LearnoVita as they are very much supportive, helpful, and the Placement Cell which is also doing a great job by arranging excellent placements of MNCs & good corporate exposure is given to students.
google
review
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How are the AWS Machine Learning Course with LearnoVita Different?

Feature

LearnoVita

Other Institutes

Affordable Fees

Competitive Pricing With Flexible Payment Options.

Higher AWS Machine Learning Fees With Limited Payment Options.

Live Class From ( Industry Expert)

Well Experienced Trainer From a Relevant Field With Practical AWS Machine Learning Training

Theoretical Class With Limited Practical

Updated Syllabus

Updated and Industry-relevant AWS Machine Learning Course Curriculum With Hands-on Learning.

Outdated Curriculum With Limited Practical Training.

Hands-on projects

Real-world AWS Machine Learning Projects With Live Case Studies and Collaboration With Companies.

Basic Projects With Limited Real-world Application.

Certification

Industry-recognized AWS Machine Learning Certifications With Global Validity.

Basic AWS Machine Learning Certifications With Limited Recognition.

Placement Support

Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.

Basic Placement Support

Industry Partnerships

Strong Ties With Top Tech Companies for Internships and Placements

No Partnerships, Limited Opportunities

Batch Size

Small Batch Sizes for Personalized Attention.

Large Batch Sizes With Limited Individual Focus.

Additional Features

Lifetime Access to AWS Machine Learning Course Materials, Alumni Network, and Hackathons.

No Additional Features or Perks.

Training Support

Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.

Limited Mentor Support and No After-hours Assistance.

AWS Machine Learning Course FAQ's

Certainly, you are welcome to join the demo session. However, due to our commitment to maintaining high-quality standards, we limit the number of participants in live sessions. Therefore, participation in a live class without enrollment is not feasible. If you're unable to attend, you can review our pre-recorded session featuring the same trainer. This will provide you with a comprehensive understanding of our class structure, instructor quality, and level of interaction.
All of our instructors are employed professionals in the industry who work for prestigious companies and have a minimum of 9 to 12 years of significant IT field experience. A great learning experience is provided by all of these knowledgeable people at LearnoVita.
  • LearnoVita is dedicated to assisting job seekers in seeking, connecting, and achieving success, while also ensuring employers are delighted with the ideal candidates.
  • Upon successful completion of a career course with LearnoVita, you may qualify for job placement assistance. We offer 100% placement assistance and maintain strong relationships with over 650 top MNCs.
  • Our Placement Cell aids students in securing interviews with major companies such as Oracle, HP, Wipro, Accenture, Google, IBM, Tech Mahindra, Amazon, CTS, TCS, Sports One , Infosys, MindTree, and MPhasis, among others.
  • LearnoVita has a legendary reputation for placing students, as evidenced by our Placed Students' List on our website. Last year alone, over 5400 students were placed in India and globally.
  • We conduct development sessions, including mock interviews and presentation skills training, to prepare students for challenging interview situations with confidence. With an 85% placement record, our Placement Cell continues to support you until you secure a position with a better MNC.
  • Please visit your student's portal for free access to job openings, study materials, videos, recorded sections, and top MNC interview questions.
LearnoVita Certification is awarded upon course completion and is recognized by all of the world's leading global corporations. LearnoVita are the exclusive authorized Oracle, Microsoft, Pearson Vue, and AWS Machine Learning exam centers, as well as an authorized partner of AWS Machine Learning . Additionally, those who want to pass the National Authorized Certificate in a specialized IT domain can get assistance from LearnoVita's technical experts.
As part of the training program, LearnoVita provides you with the most recent, pertinent, and valuable real-world projects. Every program includes several projects that rigorously assess your knowledge, abilities, and real-world experience to ensure you are fully prepared for the workforce. Your abilities will be equivalent to six months of demanding industry experience once the tasks are completed.
At LearnoVita, participants can choose from instructor-led online training, self-paced training, classroom sessions, one-to-one training, fast-track programs, customized training, and online training options. Each mode is designed to provide flexibility and convenience to learners, allowing them to select the format that best suits their needs. With a range of training options available, participants can select the mode that aligns with their learning style, schedule, and career goals to excel in AWS Machine Learning .
LearnoVita guarantees that you won't miss any topics or modules. You have three options to catch up: we'll reschedule classes to suit your schedule within the course duration, provide access to online class presentations and recordings, or allow you to attend the missed session in another live batch.
Please don't hesitate to reach out to us at contact@learnovita.com if you have any questions or need further clarification.
To enroll in the AWS Machine Learning at LearnoVita, you can conveniently register through our website or visit any of our branches in India for direct assistance.
Yes, after you've enrolled, you will have lifetime access to the student portal's study materials, videos, and top MNC interview questions.
At LearnoVita, we prioritize individual attention for students, ensuring they can clarify doubts on complex topics and gain a richer understanding through interactions with instructors and peers. To facilitate this, we limit the size of each AWS Machine Learning Service batch to 5 or 6 members.
The average annual salary for AWS Machine Learning Professionals in India is 3 LPA to 7 LPA.
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Career Assistance
  • Build a Powerful Resume for Career Success
  • Get Trainer Tips to Clear Interviews
  • Practice with Experts: Mock Interviews for Success
  • Crack Interviews & Land Your Dream Job

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