AWS Certified Machine Learning Specialty 2021 - Hands On!
- 4.5
-
![]()
![]()
![]()
![]()
![]()
Brief Introduction
AWS machine learning certification preparation - learn SageMaker, feature engineering, data engineering, modeling & moreDescription
[ Updated for 2021's latest SageMaker features and new AWS ML Services. Happy learning! ]
Nervous about passing the AWS Certified Machine Learning - Specialty exam (MLS-C01)? You should be! There's no doubt it's one of the most difficult and coveted AWS certifications. A deep knowledge of AWS and SageMaker isn't enough to pass this one - you also need deep knowledge of machine learning, and the nuances of feature engineering and model tuning that generally aren't taught in books or classrooms. You just can't prepare enough for this one.
This certification prep course is taught by Frank Kane, who spent nine years working at Amazon itself in the field of machine learning. Frank took and passed this exam on the first try, and knows exactly what it takes for you to pass it yourself. Joining Frank in this course is Stephane Maarek, an AWS expert and popular AWS certification instructor on Udemy.
In addition to the 9-hour video course, a 30-minute quick assessment practice exam is included that consists of the same topics and style as the real exam. You'll also get four hands-on labs that allow you to practice what you've learned, and gain valuable experience in model tuning, feature engineering, and data engineering.
This course is structured into the four domains tested by this exam: data engineering, exploratory data analysis, modeling, and machine learning implementation and operations. Just some of the topics we'll cover include:
S3 data lakes
AWS Glue and Glue ETL
Kinesis data streams, firehose, and video streams
DynamoDB
Data Pipelines, AWS Batch, and Step Functions
Using scikit_learn
Data science basics
Athena and Quicksight
Elastic MapReduce (EMR)
Apache Spark and MLLib
Feature engineering (imputation, outliers, binning, transforms, encoding, and normalization)
Ground Truth
Deep Learning basics
Tuning neural networks and avoiding overfitting
Amazon SageMaker, including SageMaker Studio, SageMaker Model Monitor, SageMaker Autopilot, and SageMaker Debugger.
Regularization techniques
Evaluating machine learning models (precision, recall, F1, confusion matrix, etc.)
High-level ML services: Comprehend, Translate, Polly, Transcribe, Lex, Rekognition, and more
Security best practices with machine learning on AWS
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.
If there's a more comprehensive prep course for the AWS Certified Machine Learning - Specialty exam, we haven't seen it. Enroll now, and gain confidence as you walk into that testing center.
Requirements
- Requirements
- Associate-level knowledge of AWS services such as EC2
- Some existing familiarity with machine learning
- An AWS account is needed to perform the hands-on lab exercises
Sundog Education by Frank Kane
4.5 Raiting
AWS Certified Machine Learning Specialty (MLS-C01)
- 4.6
-
![]()
![]()
![]()
![]()
![]()
Hands on AWS SageMaker Course with Practice Test Learn about cloud based machine learning algorithms, how to integrate with your applications and Certification Prep...
Big Data on AWS
- 0.0
-
![]()
![]()
![]()
![]()
![]()
Learn Big Data on AWS with Hands On Learning Full Length Practice Exam is Included This course is a study guide for preparing for AWS Certified Big Data Specialty exam....
AWS Certified Data Analytics Specialty 2021 - Hands On!
- 4.5
-
![]()
![]()
![]()
![]()
![]()
Practice exam included! AWS DAS-C01 certification prep course with exercises. Kinesis, EMR, DynamoDB, Redshift and more! Happy learning! ] But, even experienced technologists need to prepare heavily for this exam....
Azure Certification AZ-900 - Microsoft Azure Fundamentals
- 4.5
-
![]()
![]()
![]()
![]()
![]()
[NEW] Azure Certification AZ-900 - Microsoft Azure Fundamentals in 8 HOURS . DOWNLOAD PDF with 150+ Slides. LEARN THE FUNDAMENTALS OF MICROSOFT AZURE IN LESS THAN 8 HOURS!...
