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Complete Guide for AWS Machine Learning Certification Exam

AWS Machine Learning Certification Exam | Complete Guide

Name: AWS Machine Learning Certification Exam | Complete Guide
Brand: Udemy

June 29, 2024 Business, Business Analytics & Intelligence, Udemy CoursesUdemy

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AWS Machine Learning Certification Exam | Complete Guide

Product Brand: Udemy

Editor's Rating:
4.5

Created by Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Mitchell Bouchard | 17 hours on-demand video course

AWS Machine Learning Certification Course Overview

AWS Machine Learning Certification Exam | Complete Guide
What you’ll learn
Recommended AWS Machine Learning Course
Best AWS Course for 2024

AWS Machine Learning Certification Exam | Complete Guide

Machine and Deep Learning are the hottest tech fields to master right now! Machine/Deep Learning techniques are widely adopted in many fields such as banking, healthcare, transportation and technology. Amazon has recently introduced the AWS machine Learning Certification Speciality exam and its quite challenging! AWS Certified Machine Learning Specialty is targeted at data scientists and developers who design, train and deploy AI/ML models to solve real-world challenging problems.

The bad news: this exam is a very challenging AWS exam since it tests the candidate’s knowledge on multiple aspects such as (1) Data Engineering and Feature Engineering, (2) AI/ML Models selection, (3) Appropriate AWS services solution to solve business problem, (4) AI/ML models building, training, and deployment, (5) Model optimization and Hyperparameters tuning. You need to answer these questions in order to pass the exam:

How to select proper ML technique to solve a given business problem?
Which AWS service could work best for a given problem?
How to design, implement and scale secure ML solutions?
How to choose the most cost-effective solution?

The good news: With over 500+ slides and over 50 practice questions, this course is by far the most comprehensive course on the market that provides students with the foundational knowledge to pass the AWS Machine Learning Certification exam like a pro! This course covers the most important concepts without any fillers or irrelevant information.

What you’ll learn

Data Engineering
Data types, Python Libraries (pandas, Numpy, scikit Learn, MatplotLib, Seaborn), data distributions, timeseries, Feature Engineering (imputation, binning, encoding, and normalization)
AWS Services and Algorithms
Amazon SageMaker, Amazon S3 Storage services, AWS Glue
AWS Kinesis Services (Kinesis firehose, Kinesis video streams, Kinesis data streams, Kinesis analytics)
Redshift, Redshift Spectrum, DynamoDB, Athena, Amazon Quicksight, Elastic Map Reduce (EMR)
Rekognition, Lex, Polly, Comprehend, Translate, transcribe, BlazingText Word2Vec, DeepAR, Factorization Machines, Gradient Boosted Trees (XGBoost)
Image Classification (ResNet), IP Insights, K-Means Clustering, K-Nearest Neighbor (k-NN)
Latent Dirichlet Allocation (LDA), Linear Learner (Classification), Linear Learner (Regression)
Neural Topic Modelling (NTM), Object2Vec, Object Detection, Principal Component Analysis (PCA), Random Cut Forest, Semantic Segmentation, and Seqence2Sequence
Machine and Deep Learning Basics

Recommended AWS Machine Learning Course

AWS Certified Machine Learning Specialty MLS-C01 [2024]

★★★★☆

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Ace your AWS Certified Machine Learning Specialty Exam [MLS-C01] | AWS Machine Learning Practice Test included

This AWS Certified Machine Learning Specialty MLS-C01 [2024] course is your key to acing the Certified Machine Learning Specialty exam! With our mixture of in-depth theory, architectural diagrams and hands-on training, you’ll learn how to design, build, deploy, optimize, train, tune, and maintain ML solutions using AWS services. With this comprehensive Udemy AWS Machine Learning Specialty training, you have everything you need to comfortably pass the MLS-C01 certification exam.

AWS Certified Machine Learning Specialty 2024 – Hands On!

★★★★☆

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AWS machine learning certification preparation – learn SageMaker, feature engineering, data engineering, modeling & more

In addition to the 11-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 AWS Certified Machine Learning Specialty 2024 – Hands On! course is structured into the four domains tested by this exam: data engineering, exploratory data analysis, modeling, and machine learning implementation and operations.