Artificial Intelligence and Machine Learning - AIML
Who Should Attend
- Systems administrators and IT managers
- Devops Engineers & Architect
- IT administrators
- Cloud Systems Implementation Engineer or Administrator
- Network Implementation Engineer or Administrator
- Storage Implementation Engineer or Administrator
- Fresher’s
Requirements : No prerequisites
Course Content
Data Collection
- General Data Terminology
- Machine Learning Data Terminology
- AWS Datastore
- AWS Migration tools
- AWS Helper tools
Streaming Data Collection
- Kinesis Datastreams
- Kinesis Data Analytics
Data Preparation
- Category data
- Text feature
- Numeric feature
- Other Feature
- Handling missing value
Data Analysis and Visualization
- Relationship
- Comparison
- Choosing a visualization
Modeling
- Data preparation
- Sagemaker Modelling
- Sagemaker Training
Algorithms
- What is Algorithms
- Regression
- Clustering
- Classification
- Image Analysis
- Anomaly detection
- Text Analysis
- Forecasting
Evaluation and Optimization
- Monitoring & Analysing training jobs
- Evaluating model accuracy
- Model tuning
Implementation and Operations
- AI Developer service
- Amazon Sagemaker deployments
- Other ML deployment options
