Author

Gen. Devin DL.

@tubelwj

articles: 17
total claps: 148
top claps: 59
avg read: 4.1 min
active: 2023-10-24 → 2026-01-18

Wiki topics

ML · Machine Learning · 3 OPS · LLMOps & Inference · 2 💻 · Programming · 2 🔧 · Data Engineering · 2 EDU · Education & Learning · 2 LLM · Large Language Models · 1 ☁️ · DevOps & Cloud · 1 🌐 · Web Development · 1

Top tags

#python-data-preprocessing ·6 #python-pandas-dataframe ·4 #pandas-data-preprocessing ·4 #python-pandas ·2 #pandas-dataframe ·2 #python-data-analysis ·2 #pandas-data-analysis ·2 #llama-3 ·1 #ollama ·1 #ollama-deployment ·1

GE Gen. Devin DL.

How to deploy the llama3 large model in CPU and GPU environments with Ollama

Ollama is a utility designed to simplify the local deployment and operation of large language models. It provides a lightweight and…

May 24, 2024 · 4 min read · 59 claps #llama-3 #ollama #ollama-deployment

How to deploy the llama3 large model in CPU and GPU environments with Ollama

GE Gen. Devin DL.

Introduction to AI Model Quantization Formats

When downloading models on HuggingFace, you often come across model names with labels like FP16, GPTQ, GGML, and more. For those unfamiliar…

Oct 24, 2023 · 4 min read · 38 claps #fp16 #gptq #ggml

Introduction to AI Model Quantization Formats

TCH

GE Gen. Devin DL.

A Quick Tutorial on Deploying a Python Flask Application Using Docker

Introduction to Docker

Nov 02, 2023 · 2 min read · 14 claps #python-flask #docker #dockerfiles

A Quick Tutorial on Deploying a Python Flask Application Using Docker

HUM AI

GE Gen. Devin DL.

Introduction to Data Standardization and Normalization in Python Pandas

In data analysis and machine learning, data standardization (scaling) and normalization are two common data preprocessing methods…

Nov 07, 2025 · 4 min read · 8 claps #python-pandas #data-standardization #data-normalization

Introduction to Data Standardization and Normalization in Python Pandas

GE Gen. Devin DL.

Great Expectations: The Ultimate All-in-One Python Tool for Automated Data Quality Validation!

A frequently mentioned issue in data governance is data quality. Problems such as missing values, outliers, distribution drift…

Oct 26, 2025 · 4 min read · 7 claps #great-expectations #data-quality-validation #python-data-preprocessing

GE Gen. Devin DL.

Advanced Data Interpolation Methods in Python Pandas

In data analysis, missing values are a common problem — especially when working with real-world datasets. The presence of missing data can…

Nov 30, 2025 · 6 min read · 6 claps #python-data-preprocessing #pandas-data-preprocessing #python-pandas-dataframe

SCI

GE Gen. Devin DL.

How to Perform Rolling Statistics with Pandas for Time Series Data Analysis

In data analysis and processing, rolling statistics are a common and valuable technique — especially when working with time series data.

Aug 09, 2025 · 6 min read · 5 claps #python-data-analysis #pandas-data-preprocessing #pandas-data-analysis

GE Gen. Devin DL.

Python Pandas Memory Mapping: Techniques for Handling Large Files

In today’s era of big data, processing extremely large data files has become a common challenge in data analysis. Traditional data…

Dec 07, 2025 · 4 min read · 5 claps #python-pandas-dataframe #pandas-data-preprocessing #python-data-preprocessing

Python Pandas Memory Mapping: Techniques for Handling Large Files

GE Gen. Devin DL.

How to Set Decimal Precision and Display Formats in Pandas

In data analysis and processing, we often encounter issues related to the calculation and display of decimals. Decimal precision refers to…

Dec 14, 2025 · 4 min read · 2 claps #pandas-data-preprocessing #python-data-preprocessing #pandas-dataframe

TCH

GE Gen. Devin DL.

How to Use Spring AI ETL API to Extract Data?

ETL stands for Extract-Transform-Load, referring to the process of data extraction (Extract), transformation (Transform), and loading…

Oct 16, 2025 · 7 min read · 1 claps #spring-ai #springboot-ai #etl-pipeline

How to Use Spring AI ETL API to Extract Data?

GE Gen. Devin DL.

Introduction to Fundamental Operations of Polars Dataframe

Over the past decade, Pandas has long been the “king” of Python data analysis. But by 2025, a rising challenger named Polars has quickly…

Oct 19, 2025 · 5 min read · 1 claps #polars-dataframe #pandas-vs-polars #python-polars

MDA TCH

GE Gen. Devin DL.

Python File Handling: Binary Reading vs Base64 Encoding

In Python programming, file handling is one of the most common tasks. Whether you’re reading images, videos, or processing text files, it’s…

Oct 30, 2025 · 4 min read · 1 claps #encoding-python #base64 #python-base64

TCH ECO

GE Gen. Devin DL.

How to Protect User Privacy with Data Masking in Python

When working with user data, protecting privacy is a critically important issue. Whether you are handling personal information, financial…

Dec 28, 2025 · 3 min read · 1 claps #python-data-masking #python-data-preprocessing

AI TCH SCI

GE Gen. Devin DL.

10 More Useful Python Packages for Data Science Projects

Python is the most beginner-friendly programming language. With the help of fundamental packages like numpy and scipy, Python stands out as…

Dec 09, 2023 · 4 min read · 0 claps #python-programming #tqdm

10 More Useful Python Packages for Data Science Projects

TCH HUM AI

GE Gen. Devin DL.

Load Testing Machine Learning Models: Using Locust to Simulate High Concurrency Requests and…

At midnight, the ops messages exploded — the newly deployed AI application model service crashed during peak traffic hours. We have seen…

May 21, 2025 · 3 min read · 0 claps #python-locust #ai-load-testing #model-testing

GE Gen. Devin DL.

Creating Progress Bars in Python: There Are So Many Ways!

If you haven’t used progress bars before, you might think they add unnecessary complexity or are hard to maintain. However, it’s quite the…

Nov 16, 2023 · 3 min read · 0 claps #python-progress-bar #python-alive-progress #python-tqdm

Creating Progress Bars in Python: There Are So Many Ways!

GE Gen. Devin DL.

Analyzing Store Sales Data with Pandas: Precision Control, Percent Formatting, and Labeling

In this post, we’ll explore how to use Pandas to analyze store sales data in a practical and efficient way. We’ll start by preparing the…

Jan 18, 2026 · 2 min read · 0 claps #python-pandas #python-pandas-dataframe #python-data-analysis