racousin/data_science_practice_2024
Nov 2024 – Nov 2024
1 Month active
Languages Used
CSVPythonSQL
Technical Skills
API IntegrationBeautifulSoupData AnalysisData EngineeringMachine LearningPandas
TarekDJAKER
PROFILE
Tarekdjaker
During November 2024, Djakertarek Akertarek developed an end-to-end data ingestion and preprocessing pipeline for Module 4 of the racousin/data_science_practice_2024 repository. He consolidated data from diverse sources, including CSV files, APIs, and web scraping, using Python, Pandas, and BeautifulSoup to automate extraction and transformation. The pipeline produced a clean, ready-to-model dataset and generated a formal submission artifact to streamline evaluation. By wiring a new submission.csv data source into the workflow, Djakertarek enabled reproducibility and traceability for model submissions. The work demonstrated solid data engineering depth, laying a robust foundation for subsequent machine learning and analysis tasks.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
3,248
Activity Months1
Your Network
15 people
Work History
November 2024
2 Commits • 1 Features
Nov 1, 2024November 2024 focused on delivering end-to-end data engineering for Module 4 of the data science practice project. Implemented a data ingestion and preprocessing pipeline that loads and consolidates data from multiple sources, prepares it for modeling, and generates a submission artifact to streamline evaluation.
2 Commits • 1 Features
Nov 1, 2024November 2024 focused on delivering end-to-end data engineering for Module 4 of the data science practice project. Implemented a data ingestion and preprocessing pipeline that loads and consolidates data from multiple sources, prepares it for modeling, and generates a submission artifact to streamline evaluation.
November 2024
Activity
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Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSVPythonSQL
Technical Skills
API IntegrationBeautifulSoupData AnalysisData EngineeringMachine LearningPandasScikit-learnSeleniumWeb Scraping
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