Overview
Explore the dynamic world of cloud computing and machine learning with AWS Cloud Quest: Machine Learning - offered in Japanese by AWS Skill Builder. This course is your gateway to mastering essential concepts such as:
- Cloud computing fundamentals with Amazon S3.
- Introductory cloud steps using Amazon EC2 and AWS infrastructure.
- Estimating cloud costs with Amazon EC2 and AWS Pricing Calculator.
- Understanding network concepts with Amazon VPC.
- Implementing relational databases using Amazon Relational Database Service (RDS).
- Serverless architecture with AWS Lambda.
- Core security concepts in AWS Identity and Access Management (IAM).
- Mastering data ingestion techniques with Amazon Kinesis.
- Image and video analysis via Amazon Rekognition.
- Text-to-speech solutions with Amazon Polly.
- Extracting text from documents using Amazon Textract.
- Setting up machine learning environments with Amazon SageMaker.
- Overview of generative AI involving Amazon S3, SageMaker, API Gateway, CloudFront, and Lambda.
- LLM fine-tuning with Amazon SageMaker and related AWS services.
- Developing chatbots with large language models (LLM) using Amazon Lex.
- Creating images from text with generative AI tools.
- Understanding customer sentiment with Amazon Comprehend.
- Converting speech to text with Amazon Transcribe.
- Detecting spy drones and anomalies using Amazon SageMaker.
- Utilizing your own models (BYOM) for tailored applications.
- Implementing TensorFlow and computer vision with Amazon SageMaker.
- Diving into reinforcement learning techniques.
- Ensuring safe home returns with machine learning strategies.
Ideal for AI enthusiasts, machine learning practitioners, computer vision specialists, and AWS service explorers, this comprehensive course aligns with modern tech needs. Experience seamless learning and skill advancement with AWS Skill Builder.
