aws (2) computer-vision (7) deep-learning (16) infra (6) llm (1) nlp (4) recsys (4) statistics (4) systems (3)

 aws (2)

Amazon Personalize
Amazon SageMaker Tutorial

 computer-vision (7)

SSD vs YOLO
SOLO-Segmenting Objects by Locations
Instance Segmentation-YOLACT
Pose Extraction in Retail Industry
Triplet loss and its sampling strategies
Compute similarity score with Deep Learning
ConvNet architectures

 deep-learning (16)

Demystifying LLM Architectures: Encoders, Decoders, and Inference
Notes on Text-To-Speech
Attention and self-attention
SSD vs YOLO
SOLO-Segmenting Objects by Locations
Instance Segmentation-YOLACT
Pose Extraction in Retail Industry
Triplet loss and its sampling strategies
Clustering and Retrieval (Part 2)
NER-Tagger with BiLSTM
Compute similarity score with Deep Learning
Improvement in Distributed Training
Distributed TensorFlow
Challenges and Prospective
ConvNet architectures
ConvNet and its principal elements

 infra (6)

Notes on Fundamental Kubernetes Concepts
HDFS Recovery Process
HDFS Architecture
Introduction to Apache Hadoop Architecture
Improvement in Distributed Training
Distributed TensorFlow

 llm (1)

Demystifying LLM Architectures: Encoders, Decoders, and Inference

 nlp (4)

Notes on Text-To-Speech
Attention and self-attention
Clustering and Retrieval (Part 1)
NER-Tagger with BiLSTM

 recsys (4)

A Practical Recommendation System Pipeline
Clustering and Retrieval (Part 1)
Amazon Personalize
Multi-Armed Bandits Problems and its variances

 statistics (4)

Mixture Models in Clustering
Clustering and Retrieval (Part 2)
Randomization in Programming
Multi-Armed Bandits Problems and its variances

 systems (3)

Notes on Fundamental Kubernetes Concepts
A Practical Recommendation System Pipeline
Amazon SageMaker Tutorial