Day208 - Leetcode: Python 121 & SQL 175,176 & DL Review
Python 121: Best Time to Buy and Sell Stock / SQL 175,176: Second-highest Salary / DL Review: Transformers, Self-Attention Mechanism & Positional Encoding
Recent posts
Day207 - Leetcode: Python 53 & SQL 185 & DL Review
Python 53: Maximum Subarray / SQL 185: Department Top Three Sales / DL Review: RNNs, LSTM Networks & Gradient Vanishing & Exploding
Day206 - Leetcode: Python 217 & SQL 175,176 & DL Review
Python 217: Contains Duplicate / SQL 175,176: Second-highest Salary / DL Review: Transfer Learning & Fine-Tuning & CNNs
Day205 - Leetcode: Python 175 & SQL Inner Join & DL Review
Python 175: TwoSums / SQL: Inner Join Revisiting / DL Review: Embedding Layers, Autoencoders & Knowledge Distillation
Day204 - DL Review: Revisiting Optimizers, CNNs & Data Drifts
Optimizers in Neural Networks, Parameter Sharing in CNNs, and Data & Concept Drifts
Day201-203 - MLops Review: CI/CD with GitHub Actions and Azure (2)
Scaling CI/CD: From ACI to Azure Kubernetes Service
Day199-200 - MLops Review: CI/CD with GitHub Actions and Azure (1)
Automating Docker image builds with ACR and seamless deployments to ACI
Day191-198 Hands-On Docker: From Basics to Real-World Deployment (Course Completed)
Docker Review — From CLI Fundamentals to Multi-Container Orchestration
Day178-190 - SQL Review: SQL Fundamentals for Data Analysis (Course Completed)
SQL Mastery in 3 Weeks — From Fundamentals to Analytic SQL
Day177 - MLOps Review: Data Distribution Shifts and Monitoring (4)
Designing Machine Learning Systems: Data Distribution Shifts (3) (Understanding Failures: Monitoring and Observability for ML System Reliability)