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Getting Started with AWS Machine Learning
Enhance your skills in AWS Machine Learning and boost your career in ML by undertaking this online certificate course on Getting Started with this program.
Intermediate
Online
5 Weeks
Free
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Course overview
Amazon Web Services (AWS), the most comprehensive and vastly adopted cloud platform across the globe, is a fast, easy and cost-efficient platform to build ML applications. The AWS Machine Learning offers tools and services which cater for the developers and organisations to build ML models more efficiently. Globally, AWS Machine Learning is used by developers to build ML models that can test product designs, assess property damages, improve healthcare operations, analyse customer behaviour, fraud detection and much more.
Getting Started with AWS Machine Learning certification course is an online offered by AWS through the Coursera platform. This certificate programme will assist the participants to gain familiarity and working knowledge of AWS Machine Learning. The course content spreads over 5 weeks and includes module videos covering almost every significant aspect of machine learning. Participants will receive a shareable certificate upon completion of this online certificate programme.
The highlights
- Offered by AWS via Coursera platform
- 5-week duration
- Online certification course
- 100% online learning mode
- About 8 hours of course content
- Insights from experts
- Flexible learning schedule
- Subtitles in English, French, Spanish, Portuguese, Russian
- Shareable certificate upon completion
Program offerings
- Videos
- Practice exercise
- Quiz
- Assignments
Course and certificate fees
Type of course
- Coursera is offering the Getting Started with AWS Machine Learning course via 2 options.
- In Audit Mode, participants will gain access to all course material, except the graded assignments, which are required to complete the course and become eligible for certification.
- The Purchase Course option will enable the applicants to become eligible for certification by providing them access to all course material, including the graded assignments.
- The Getting Started with AWS Machine Learning certification fee details is Rs. 2,216.
Fee details for Getting Started with AWS Machine Learning Course:
Course Certificate Fees | Rs. 2,216 (includes full access to course material and graded assignments) |
certificate availability
certificate providing authority
certificate fees
Eligibility criteria
Certification Qualifying Details
Participants of the certificate course need to pass all graded assignments to receive a shareable Getting Started with AWS Machine Learning certification by Coursera. These assignments will be in the form of quizzes and programming assignments (if applicable). Coursera will issue an electronic certificate which will be added to the participants’ accomplishment page. This certificate can be printed as well as can be attached to the participant’s LinkedIn profile, online CV or resume.
What you will learn
Upon completion of this 100% online course, participants of the Getting Started with AWS Machine Learning certification syllabus will:
- Understand the concepts of AI, ML, deep learning, ML algorithms and neural networks
- Gain valuable insights on Machine Learning Process
- Learn various aspects of Amazon Rekognition and AWS Deeplens
- Get exposure to Amazon AI Services: NLP like Comprehend, Transcribe, Translate
- Understand and make use of Amazon SageMaker and its tools
Who it is for
In this case, the students who want to settle for becoming ML Engineers must take part in this programme.
Admission details
To enrol for the Getting Started with AWS Machine Learning classes the participants have to follow these steps.
Step 1: Log on to: https://www.coursera.org/learn/aws-machine-learning
Step 2: Click on the “Enroll for Free” button.
Step 3: The candidates will have to create accounts, and then sign in to confirm their admission.
The syllabus
Week 1: Introduction to Machine Learning
Videos
Reading
- Pre-Course Survey
Practice Exercise
- Quiz 1
Week 2: Machine Learning Pipeline
Video
- The Machine Learning Process
Reading
- Mid-Course Survey
Practice Exercise
- Quiz 2
Week 3: Amazon AI Services: Computer Vision
Videos
- Introduction to Amazon Rekognition
- Introduction to AWS DeepLens
- Hands-on Rekognition: Automated Video Editing
- Deep Dive on Amazon Rekognition
Practice Exercise
- Quiz 3
Week 4: Amazon AI Services: NLP
Videos
- Introduction to Amazon Comprehend
- Introduction to Amazon Comprehend Medical
- Introduction to Amazon Translate
- Introduction to Amazon Transcribe
- Deep Dive with Amazon Transcribe
Practice Exercise
- Quiz 4
Week 5: Introduction to Amazon SageMaker
Videos
- Introduction to Amazon SageMaker
- Introduction to Amazon SageMaker GroundTruth
- Introduction to Amazon SageMaker Neo
- Automatic model tuning using Amazon SageMaker
- Amazon Sagemaker: Object Detection on Images labeled with Ground Truth
- Build a text classification model with Glue and Sagemaker
Reading
- Post-Course Survey
Practice Exercise
Quiz 5
Quiz 6
Quiz 7
Scholarship Details
Participants who cannot afford to pay for the certificate can apply for financial aid/sponsorship. They will get access to all the Getting Started with AWS Machine Learning training content and graded assignments that are needed to earn the course certificate. Candidates can avail of financial aid by applying for the same on the website. Please note that the scholarship application option is not available on Coursera mobile app.
Evaluation process
In order to avail of the course completion certificate from Coursera, participants will have to complete all the graded assignments included in the course. These graded assignments will be in the form of quizzes and other programming assignments (if applicable). Participants will have flexible deadlines and they can pick up later from where they had left. Upon completing and passing all the required graded assignments, participants will be eligible for a shareable Certificate from Coursera.
How it helps
The advancement in the field of technology and the telecom sector at large, have facilitated the generation and storage of vast amounts of data. Businesses and large organisations rely on this Big Data to generate important decisions to enhance their operational and financial performances. Machine Learning (ML) enables these businesses to analyse and evaluate the data to solve their problems and assist them in better decision-making.
The Getting Started with AWS Machine Learning certification benefits will alow the participants will get insights and exposure to key skills of AWS Machine Learning, which will enable them to build intelligent applications that cater for various manufacturing and service industries. The participants will learn about Artificial Intelligence, Deep Learning, Machine Learning Process, Amazon Rekognition, Amazon Deeplens, Amazon Comprehend, Amazon Transcribe and Amazon Translate, in addition to valuable insights from industry experts. Most importantly, participants will be benefited from working knowledge of Amazon SageMaker, which will enable them to quickly build and deploy ML models, as well as train these models.
Today, there is a rising demand of ML experts to cater to the needs of businesses and MNCs all over the world. This course will assist you in getting started with AWS Machine Learning, and enhance your skills to boost your career prospects.
Instructors
Mr Blaine Sundrud
Senior Cloud Technologist
Amazon Web Services
FAQs
This course has the option of Audit-Only for the applicants where the applicants will be able to access all the course material except the graded assignments required to complete the course.
Participants purchasing the certificate via the Purchase Course option will have full access to all the course content as well as the graded assignments required to avail the certificate of completion.
Participants completing and passing all the graded assignments included in the course (available only to participants purchasing the course) will be eligible for a certificate from Coursera.
This course is an intermediate level course designed with an aim to impart learning on getting started with AWS Machine Learning, irrespective of the personal skill levels of the participants.
Upon completion of the course, your certificate will be published on your ‘accomplishments’ page. You can click on the certificate to get the shareable URL. Coursera does not provide a hard copy of the certificate.
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