Practical Use Cases for AI
AI can be applied in a variety of business and operational scenarios. However, it is important to understand where AI…
Model Performance, Bias, and Fairness in Machine Learning
1. Model Performance Issues 2. Bias in Machine Learning 3. Ensuring Model Fairness Key Terms to Remember:
Model Training and Machine Learning Styles
1. Model Training & Deployment 2. Inference Options 3. Machine Learning Styles 4. Key Differences in Learning Styles Key Terms…
Deep Learning and Generative AI Concepts
1. Deep Learning: 2. Deep Learning vs. Traditional Machine Learning: 3. Generative AI:
AI Concepts and Terminologies
Summary of AI Concepts and Terminologies 1. What is AI? 2. Machine Learning (ML) 3. Deep Learning 4. AI Applications…
Machine Learning (ML) Concepts
1. What is Machine Learning? 2. How Machine Learning Works 3. Types of Data for ML 4. Machine Learning Models…
Bias in AI & ML – Quick Summary
Bias in AI & ML: Overview What is Bias? How is Bias Introduced? Data Issues: Model Lifecycle: Mitigation Strategies 1.…
Exam Prep for AWS Certified AI Practitioner
AWS Certified AI Practitioner
How to Disable Caching in AWS CloudFront and S3
Implementing Caching strategies for a website helps to increase performance by reducing load times of a web page and the…
How to install AWS Session Manager
Session Manager is a secure and audited way to manage nodes without the necessity of opening any incoming ports, maintaining…