AWS Certified Machine Learning Training Course

AWS Certified Machine Learning – Specialty (MLS-C01)

This AWS Certified Machine Learning training course is specifically designed to help you prepare for the AWS Machine Learning - Specialty Certification, This training content has been carefully created to help you study for this AWS certification.

What you will learn

Amazon SageMaker's built-in machine learning algorithms (XGBoost, BlazingText, Object Detection, etc.)

Feature engineering techniques, including imputation, outliers, binning, and normalization

High-level ML services: Comprehend, Translate, Polly, Transcribe, Lex, Rekognition, and more

Data engineering with S3, Glue, Kinesis, and DynamoDB

Exploratory data analysis with scikit_learn, Athena, Apache Spark, and EMR

Deep learning and hyperparameter tuning of deep neural networks

Automatic model tuning and operations with SageMaker

L1 and L2 regularization

Applying security best practices to machine learning pipeline

Requirements

Associate-level knowledge of AWS. Some existing familiarity with machine learning. Knowledge of architecting, developing, or running machine learning workloads in AWS. In addition, the AWS Certified Solutions Architect–Associate certification, or the AWS Certified Big Data Specialty certification are recommended before attempting the AWS Certified Machine Learning Specialty Training.

Description

|| About AWS Certified Machine Learning – Specialty Training Course

The AWS Certified Machine Learning - Specialty Online Training is intended for individuals who perform a development or data science role. BIT’s AWS Certified Machine Learning Specialty certification Training is also for developers and data scientists who want to validate their machine learning skills on the AWS platform. Specifically, the exam tests a candidate’s ability to design, build, deploy and maintain machine learning solutions. This online course covers the four key test domains: Data Engineering, Exploratory Data Analysis, Modeling, and Machine Learning Implementation and Operations. The information and resources contained in this path will be vital in preparing to take the AWS Certified Machine Learning Specialty exam. Machine learning is an advanced certification, and it's best tackled by students who have already obtained associate-level certification in AWS and have some real-world industry experience. This exam is not intended for AWS beginners.

Exam: AWS Certified Machine Learning – Specialty (MLS-C01)

Course Content

	Lecture 1 · Create data repositories for machine learning. · Practical Exercise
	Lecture 2 · Identify and implement a data-ingestion solution. · Practical Exercise
	Lecture 3 · Identify and implement a data-transformation solution. · Practical Exercise

	Lecture 4 · Sanitize and prepare data for modeling. · Practical Exercise
	Lecture 5 · Perform feature engineering. · Practical Exercise
	Lecture 6 · Analyze and visualize data for machine learning. · Practical Exercise

	Lecture 7 · Frame business problems as machine learning problems. · Practical Exercise
	Lecture 8 · Select the appropriate model(s) for a given machine learning problem. · Practical Exercise
	Lecture 9 · Train machine learning models. · Practical Exercise
	Lecture 10 · Perform hyperparameter optimization. · Practical Exercise
	Lecture 11 · Evaluate machine learning models. · Practical Exercise

	Lecture 12 · Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance. · Practical Exercise
	Lecture 13 · Recommend and implement the appropriate machine learning services and features for a given problem. · Practical Exercise
	Lecture 14 · Apply basic AWS security practices to machine learning solutions. · Practical Exercise
	Lecture 15 · Deploy and operationalize machine learning solutions. · Practical Exercise

Fees

Offline Training @ Vadodara

Classroom Based Training
Practical Based Training
No Cost EMI Option

~~40000~~ 35000

Online Training preferred

Live Virtual Classroom Training
1:1 Doubt Resolution Sessions
Recorded Live Lectures*
Flexible Schedule

~~35000~~ 30000

Corporate Training

Customized Learning
Onsite Based Corporate Training
Online Corporate Training
Certified Corporate Training

Certification

Upon the completion of the Classroom training, you will have an Offline exam that will help you prepare for the Professional certification exam and score top marks. The BIT Certification is awarded upon successfully completing an offline exam after reviewed by experts
Upon the completion of the Online training, you will have an online exam that will help you prepare for the Professional certification exam and score top marks. BIT Certification is awarded upon successfully completing an online exam after reviewed by experts.
This course is designed to clear the following AWS Certification Exam: AWS Certified Machine Learning – Specialty (MLS-C01)