🌿💻 The Packets Garden

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AI

139 items under this folder.

Jun 19, 2026
AIF-C01 exam preparation
Jun 19, 2026
AWS Trainium
Jun 19, 2026
AWS Inferentia
Jun 19, 2026
EC2 for AI
Jun 19, 2026
AWS HealthScribe
Jun 19, 2026
Amazon Transcribe Medical & Amazon Comprehend Medical
Jun 19, 2026
Amazon Augmented AI (A2I)
Jun 19, 2026
Amazon Kendra
Jun 19, 2026
Amazon Textract
Jun 19, 2026
Amazon Personalize
Jun 19, 2026
Amazon Rekognition
Jun 19, 2026
Amazon Polly
Jun 19, 2026
Amazon Transcribe
- ai
- ml
- aws
- aif-c01
Jun 12, 2026
Amazon Comprehend
- ai
- aws
- aif-c01
- ml
Jun 12, 2026
Amazon Translate
- ai
- ml
- aif-c01
- aws
Jun 02, 2026
When NOT to Use ML
- ai
- ml
- aif-c01
Jun 01, 2026
Hyperparameter Tuning
- ai
- ml
- aif-c01
May 31, 2026
Association Rule Learning
May 31, 2026
Training Data
- ai
- ml
- aif-c01
May 29, 2026
Phases of a Machine Learning Project
May 29, 2026
Model Drift
- ai
- ml
- aif-c01
May 29, 2026
EDA - Exploratory Data Analysis
May 29, 2026
MLOps
- ai
- ml
- aif-c01
May 29, 2026
Model Parameters
- ai
- ml
- aif-c01
May 28, 2026
Model Fit - Overfitting and Underfitting
- ai
- ml
- aif-c01
May 28, 2026
Inferencing at the Edge
- ai
- ml
- aif-c01
May 28, 2026
Small Language Models (SLMs)
May 28, 2026
AI Model
- ai
May 27, 2026
Regression Metrics
- ai
- ml
- aif-c01
May 27, 2026
Regression
May 27, 2026
Binary Classification Metrics
- ai
- ml
- aif-c01
May 27, 2026
F1 Score
- ai
- ml
- aif-c01
May 27, 2026
AUC-ROC
- ai
- ml
- aif-c01
May 27, 2026
Accuracy
- ai
- ml
- aif-c01
May 27, 2026
Classification
May 25, 2026
Variance
- ai
- ml
- aif-c01
May 24, 2026
Bias
- ai
- ml
- aif-c01
May 24, 2026
Reinforcement learning from human feedback (RHLF)
- ai
May 22, 2026
Reinforcement Learning (RL)
May 07, 2026
Model Fine-Tuning
- ai
May 07, 2026
Inference Parameters
- ai
- genai
May 06, 2026
Amazon Bedrock First Steps (ES)
Apr 26, 2026
Self-Supervised Learning
Apr 24, 2026
Clustering Technique
Apr 24, 2026
Semi-Supervised Learning
Apr 24, 2026
Anomaly Detection Technique
Apr 22, 2026
Unsupervised Learning
Apr 22, 2026
Feature Engineering
Apr 21, 2026
Training vs. Validation vs. Test Set
Apr 21, 2026
Supervised Learning
- ai
- ml
- aif-c01
Apr 21, 2026
XGBoost (Extreme Gradient Boosting)
Apr 21, 2026
GAN (Generative Adversarial Network)
Apr 21, 2026
WaveNet - Audio Synthesis Model
Apr 21, 2026
SVM (Support Vector Machine)
Apr 21, 2026
ResNet (Residual Network)
Apr 21, 2026
RNN (Recurrent Neural Network)
Apr 21, 2026
BERT (Bidirectional Encoder Representations from Transformers)
Apr 21, 2026
Data Preparation
Apr 21, 2026
Supervised Fine-Tuning
Apr 21, 2026
GPT (Generative Pre-trained Transformer)
Apr 20, 2026
Multimodal Foundation Models
- ai
- ml
- aif-c01
Apr 20, 2026
Diffusion Models
Apr 20, 2026
Transformer Architecture
Apr 20, 2026
Transformer Architecture Components
Apr 20, 2026
Generative AI (GenAI)
Apr 20, 2026
Neural Networks
Apr 20, 2026
Deep Learning (DL)
Apr 20, 2026
Machine Learning (ML)
- ai
- ml
- aif-c01
Apr 17, 2026
Artificial Intelligence (AI)
- ai
Apr 17, 2026
Amazon Q for Amazon Connect
Apr 17, 2026
PartyRock - Amazon Bedrock Playground
Apr 17, 2026
Amazon Q for Glue
Apr 17, 2026
Amazon Q for EC2
Apr 17, 2026
Amazon Q for AWS Chatbot
Apr 17, 2026
Amazon Q Apps
Apr 17, 2026
Amazon Q for QuickSight
Apr 15, 2026
Amazon Q Developer
- ai
- aws
Mar 27, 2026
Amazon Q Business Introduction
Mar 27, 2026
Amazon Q Business: Anonymous vs. Authenticated Access
Mar 27, 2026
Amazon Q Business Admin Controls
Mar 27, 2026
Amazon Q Business Authentication
Mar 27, 2026
Amazon Q Business Plugins
Mar 27, 2026
Amazon Q Business Data Connectors
Mar 27, 2026
RAG and Knowledge Bases with Amazon Bedrock
- ai
- amazon-bedrock
Mar 26, 2026
Prompt Templates
Mar 24, 2026
Retrieval-Augmented Generation (RAG)
- ai
Mar 24, 2026
Chain of Thought (CoT) Prompting
- ai
- prompt-engineering
Mar 23, 2026
Zero-Shot Prompting
- ai
- prompt-engineering
Mar 22, 2026
Prompt Latency
- ai
Mar 22, 2026
Context Window
- ai
Mar 10, 2026
Prompt Engineering
- ai
Mar 10, 2026
RAG Vector Databases in Amazon Bedrock
- ai
- rag
Mar 06, 2026
Negative Prompting
- ai
- prompt-engineering
Mar 06, 2026
Amazon Nova 2 Models
Mar 06, 2026
Amazon Nova Models
Mar 06, 2026
Amazon Bedrock - Cost & Tradeoffs Cheatsheet
Mar 06, 2026
Amazon Bedrock & CloudWatch
Mar 06, 2026
Amazon Bedrock Pricing
- ai
- amazon-bedrock
Mar 06, 2026
AWS Certified AI Practitioner (AIF-C01) - Exam Domains
Mar 06, 2026
Benchmark Dataset
- ai
- amazon-bedrock
Mar 06, 2026
Embeddings
- ai
Mar 06, 2026
Guardrails en Amazon Bedrock
- ai
- spanish
Mar 06, 2026
Domain 4, Task Statement 4.1
Feb 26, 2026
Domain 2: Fundamentals of Generative AI — Task Statement 2.1
Feb 26, 2026
Domain 3 - Task Statement 3.1 - Describe design considerations for applications that use foundation models
Feb 25, 2026
Model Evaluation in Amazon Bedrock
Feb 19, 2026
Human-based Model Evaluation with Amazon Bedrock
- ai
- amazon-bedrock
Feb 17, 2026
Metrics used for Foundation Model Evaluation
- ai
- amazon-bedrock
Feb 17, 2026
Model Evaluation
- ai
- machine-learning
Feb 17, 2026
Model Distillation
Feb 16, 2026
Automatic Model Evaluation with Amazon Bedrock
- ai
- amazon-bedrock
Feb 11, 2026
Model Customization with Amazon Bedrock
Feb 10, 2026
Computer Vision
- ai
- ml
Feb 10, 2026
Natural Language Processing
- ai
- ml
Feb 10, 2026
Non Deterministic Nature of LLMs
- ai
- llm
Feb 10, 2026
Foundation Model
- ai
- ml
Feb 10, 2026
Amazon Bedrock - Base Foundation Models
- ai
- amazon-bedrock
Feb 10, 2026
Reinforcement Fine-Tuning
- ai
- amazon-bedrock
Feb 10, 2026
Continued Pre-training
- ai
- ml
Feb 10, 2026
Model Customization
Feb 09, 2026
Amazon Titan Models
Feb 04, 2026
Amazon Bedrock Models - When to Use What
Feb 04, 2026
Criteria for Choosing a Foundation Model
- ai
Feb 04, 2026
Amazon Bedrock First Steps (EN)
Feb 01, 2026
Amazon Bedrock Overview
Jan 29, 2026
Generative Model
- ai
- genai
Jan 29, 2026
Areas of application for AI (use cases)
- ai
Jan 29, 2026
Data Science
- ai
- machine-learning
Jan 29, 2026
AI, ML, DL, and GenAI: Hierarchical Relationship
- ai
- machine-learning
Jan 29, 2026
History of AI
- ai
Nov 08, 2025
Interacting with LLMs to Generate Content
- ai
- ml
- llm
Nov 08, 2025
Large Language Models (LLM)
Nov 08, 2025
Classification of Foundation Models
Oct 11, 2025
Transfer Learning
- ai
Oct 09, 2025
Model Domain Adaptation
Oct 09, 2025
AWS ML Computing Infrastructure
Oct 09, 2025
Amazon SageMaker Overview
- ai
- amazon-sagemaker
Sep 24, 2025
An AI Model vs and Algorithm
Sep 24, 2025
Data types and formats in AI

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