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AWS Certified Machine Learning Certification Training
Original price was: Rs 100,092.00.Rs 83,410.00Current price is: Rs 83,410.00.
Course Content
Introduction to Python Basics
Introducing the Pandas Library
Mean, Mode & Median
Percentiles and Moments
Standard Deviation
Using matplotlib & Seaborn
Linear Regression
Polynomial Regression & Multiple Regression
K-Fold cross-validation to avoid overfitting
Handling outliers
AWS Free Tier Account Setup and Overview
Creating AWS S3 Bucket and Uploading Data into S3
Introduction to Amazon S3
AWS Glue Data Catalog & Crawlers
Running ETL Job Using Glue
Kinesis Data Streams & Kinesis Data Firehose
Running Data Analytics using Kinesis
Amazon Athena With Glue Integration
Overview of Amazon Quicksight
Hadoop Overview & Elastic MapReduce (EMR)
Apache Spark on EMR
EMR Notebooks, Security, and Instance Types
Amazon Lex
Amazon Polly
Amazon Rekognition
Amazon Translate
Image Classification Algorithm
Learner algorithm
Random Cut Forest (RCF) Algorithm
Monitoring with CloudWatch
Logging with CloudWatch
Logging in SageMaker API Calls with AWS CloudTrail
About Course
As of my last update, AWS does not offer a specific “AWS Certified Machine Learning” certification. However, AWS does provide a variety of certifications related to machine learning and artificial intelligence, such as:
- AWS Certified Machine Learning – Specialty: Validates skills in designing, implementing, deploying, and maintaining machine learning solutions on AWS.
- AWS Certified Data Analytics – Specialty: Focuses on skills related to designing and implementing AWS services to derive value from data.
These certifications benefit professionals by validating their expertise in machine learning and data analytics on AWS, enhancing career opportunities in data science, AI engineering, and cloud computing.
