Machine Learning Model Using AWS SageMaker Canvas
Course Overview
You’ll have an arsenal of skills to lock down your desired career after completing this [course_title] course. Moreover, you will have access to all of the materials in this course for free for a whole year and learn a multitude of highly coveted skills to move up the corporate ladder.
With this comprehensive [course_title] course, you’ll have all of your questions answered and all of the necessary expertise under your belt. Apart from setting you up for success, this course offers numerous advantages to make your learning experience more pleasurable and less stressful. So, add this [course_title] course to the basket and take your expertise up a notch!
Please Note: Thames College is a One Education approved resale partner for Quality Licence Scheme Endorsed courses.
Why Choose Thames College?
Thames College offers you the benefit of —
- Learn with engaging voice-over and visual elements to facilitate your learning process.
- Receive round-the-clock access to expert assistance.
- Participate in quick assessments and get instant feedback on your progress.
- Study at your own schedule from the convenience of your own home.
Who Is This Course For?
Those who want to strengthen their professional skills while training for the desired job should take advantage of the [course_title] training! This course will keep you up-to-date with all the latest developments and coach you accordingly. So invest in this [course_title] course if you want the best training available.
Certificate of Achievement
CPD Certification
After successfully completing the assessment of this [course_title] course, you can apply for the CPD accredited certificates. The PDF version is only £2.99 and the Hardcopy version will cost you £8.99.
Requirements
No formal entry requirements! No prerequisites or relevant experience is required!
This course is accessible to anyone with an eagerness to learn. All you require is—
- A smart device with a stable internet connection
- A keen interest in this subject
- And being over the age of 16.
Career Path
Utilise this all-inclusive course to acquire the skills and expertise you’ll need to thrive in the workplace.
Course Curriculum
| Introduction To Machine Learning | |||
| What is Machine Learning? | 00:04:00 | ||
| Introduction To AWS | |||
| What is Amazon Web Services (AWS)? | 00:01:00 | ||
| Signing into AWS Console | 00:02:00 | ||
| Introduction To SageMaker | |||
| What is SageMaker, and how it is used for Machine Learning? | 00:03:00 | ||
| What is SageMaker Canvas? | 00:03:00 | ||
| Setup | |||
| SageMaker Domain and User Setup | 00:04:00 | ||
| Setup Data in S3 Buckets for use in SageMaker | 00:03:00 | ||
| SageMaker Canvas Interface Walkthrough | |||
| Navigating in SageMaker Canvas | 00:02:00 | ||
| Project 01: Banknote Authentication | |||
| Adding Training Data | 00:03:00 | ||
| Building and Using Model for Prediction | 00:03:00 | ||
| Predict Single & Batch Dataset | 00:07:00 | ||
| Validating Accuracy of Batch Predictions | 00:02:00 | ||
| Project 02: Spam SMS Detection | |||
| Adding Train & Test Data | 00:01:00 | ||
| Building and Using Model for Prediction | 00:03:00 | ||
| Predicting Data and Validating Accuracy | 00:02:00 | ||
| Project 03: Customer Churn Prediction | |||
| Adding Data | 00:02:00 | ||
| Building Model | 00:03:00 | ||
| Performing & Validating Predictions | 00:04:00 | ||
| Project 04: Wine Quality Prediction | |||
| Adding & Joining Datasets | 00:04:00 | ||
| Building Model | 00:03:00 | ||
| Predicting Test Data | 00:02:00 | ||
| Assignment | |||
| White Wine Quality Prediction | 00:02:00 | ||
| Other Important Features In SageMaker Canvas | |||
| Versioning | 00:04:00 | ||
| Congratulations & Next Steps | |||
| Getting Datasets for Practice | 00:04:00 | ||
| Getting Help on SageMaker Canvas | 00:04:00 | ||
| Congratulations & Thankyou | 00:01:00 | ||
Certificate of Achievement
Upon completion, you will receive a CPD-accredited certificate recognised globally. Choose from:
Pdf Certificate & Transcript £7.99
Hardcopy Certificate & Transcript £17.99
This certification validates your knowledge and skills, boosting your employability in healthcare.
Access
Level
Number of Units
Duration