5 courses pack including below topics. #CourseLecturesDuration (hh: mm: ss)1AWS - Cloud Services2705:38:02 Elastic Beanstalk, ELB, ECS, EKS, Dynamo DB, Migration Hub 2AWS - Data Analytics1002:38:08AWS Analytics and Data Lakes, Amazon Athena - Interactive query service, Amazon CloudSearch - Managed search service, Amazon Elasticsearch Service, Amazon Kinesis - Data Streams, Amazon Redshift - Data warehousingAmazon QuickSight - Business Analytics Intelligence Service, Amazon Data Pipeline - Automate data movement, AWS Glue Managed ETL Service 3BigData and Hadoop framework1401:20:13Big data introduction, history, technologies, characteristics and ApplicationsData Lake, Data science and Data scientistHadoop introduction, HDFS-Overview, Hadoop Architecture, assumptions and goalsDemo-Hadoop install - sw download verify integrity, Java ssh configure, Hadoop access by browser 4Machine Learning00:32:19Introduction, Algorithms, Softwares 5AWS Machine Learning1402:06:00Bigdata and AWS, Hadoop on Amazon Elastic Map Reduce - EMR, Amazon EMR, Amazon EMR Architecutre, TensorFlow - Open source Machine Learning framework, Amazon SageMaker - TensorFlow Part 1 & 2, AWS Deep Learning AMIs, AWS Translate - Natual language translation, Amazon Polly - turn text to speech, Apache MXNet - Deep learning frameworkTOTAL 12hours 15min
