Pandas: apply, map or transform?
A guide to Pandas' most versatile function- 27001Murphy ≡ DeepGuide
When Milliseconds Matter - My Journey to Performance Improvement
Working under a strict SLA, where milliseconds matter, while maintaining a complex system with multiple dependencies – can expose us to many challenges and non-trivial investigations when latency-related issues occur. In this article, I will walk yo- 20553Murphy ≡ DeepGuide
Building Comprehension Pipelines in Python
Comprehension pipelines are a Python-specific idea for building pipelines- 25651Murphy ≡ DeepGuide
Analyze performance when aggregating data in Power BI and DAX Queries
We aggregate data in Power BI all the time. Here I show you how to write queries in DAX to summarize columns to aggregate data- 26704Murphy ≡ DeepGuide
PyTorch Model Performance Analysis and Optimization – Part 3
How to Reduce "Cuda Memcpy Async" Events and Why You Should Beware of Boolean Mask Operations- 26624Murphy ≡ DeepGuide
Make Python Faster by Caching Functions: Memoization
The article discusses memoization using the Python standard library. The functools.lru_cache decorator makes this so simple!- 24076Murphy ≡ DeepGuide
High-Performance Data Processing: pandas 2 vs. Polars, a vCPU Perspective
Polars promises its multithreading capabilities outperform pandas. But is it also the case with a single vCore?- 28176Murphy ≡ DeepGuide
Pandas Columns: Bracket Indexing (df[‘x']) Versus Dot Syntax (df.x)
Does it matter how you do it? Maybe one is faster than the other?- 28027Murphy ≡ DeepGuide
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.- 21306Murphy ≡ DeepGuide
Maximizing AI Efficiency in Production with Caching: A Cost-Efficient Performance Booster
Unlock the Power of Caching to Scale AI Solutions with LangChain Caching Comprehensive Overview- 21256Murphy ≡ DeepGuide
Voyage Multilingual 2 Embedding Evaluation
Compared to OpenAI, Cohere, Google, and E5- 26788Murphy ≡ DeepGuide
Python's Parallel Paradigm Shift
Exploring the performance potential of a GIL-free Python- 28400Murphy ≡ DeepGuide
Dynamic Execution
Getting your AI task to distinguish between Hard and Easy problems- 27418Murphy ≡ DeepGuide
Measuring The Execution Times of C Versus Rust
Is C is faster than Rust? I had always assumed the answer to that question to be yes, but I recently felt the need to test my assumptions.- 21980Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag