Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
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Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 9 min read

Effective techniques for identifying and handling data errors
πŸ“Œ Data Visualization Generation Using Large Language and Image Generation Models with LIDA

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 14 min read

An overview of the LIDA library, including how to get started, examples, and considerations going…
πŸ“Œ A Guide to Python’s Weak References Using weakref Module

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 7 min read

Learn all about weak references in Python: reference counting, garbage collection, and practical uses of…
πŸ“Œ Chi-Squared Test: Revealing Hidden Patterns in Your Data

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 10 min read

Unlock Hidden Patterns in Your Data with the Chi-Squared Test in Python.
πŸ“Œ Unlocking Sales Performance Metrics

πŸ—‚ Category:

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 8 min read

How to correctly measure sales performance and identify opportunities to enhance sales strategy
πŸ“Œ Building Fill.sg, a GenAI Report Toolkit

πŸ—‚ Category:

πŸ•’ Date: 2024-06-24 | ⏱️ Read time: 17 min read

FulFILL your dreams of having AI write repetitive reports for you. Find out how we…
πŸ“Œ Manage dev and prod using terraform and local yaml files

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-06-24 | ⏱️ Read time: 3 min read

Turn your terraform to spin in multiple projects using yaml
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πŸ“Œ Data Science for Schools, Part 2: Student Electives Allocation with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-24 | ⏱️ Read time: 10 min read

Time to stop relying on allocations_final_FINALv2.xlsx
πŸ“Œ Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-24 | ⏱️ Read time: 12 min read

Achieving Better Results and Efficiency in Language Model Fine-Tuning
πŸ“Œ Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-24 | ⏱️ Read time: 1 min read

Achieving Better Results and Efficiency in Language Model Fine-Tuning
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πŸ“Œ My learning to being hired again after a year… Part I

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-06-23 | ⏱️ Read time: 13 min read

For anyone job hunting, not just tech folks
πŸ“Œ The Data Science Resume That Got Me Jobs & Interviews

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-23 | ⏱️ Read time: 8 min read

A breakdown of how you should structure a data science resume
πŸ“Œ Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3)

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-06-22 | ⏱️ Read time: 11 min read

Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics…
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πŸ“Œ Model Drift Introduction and Concepts

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-22 | ⏱️ Read time: 7 min read

Learn some of the concepts behind machine learning models drift and understand why MLOps is…
πŸ“Œ I Took a Certification in AI. Here’s What It Taught Me About Prompt Engineering.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-22 | ⏱️ Read time: 15 min read

A software developer learns how large language models are more than just magic.
πŸ“Œ 330 Weeks of Data Visualizations: My Journey and Key Takeaways

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-06-22 | ⏱️ Read time: 7 min read

How consistent practice in data visualization enhanced my data science skills
πŸ“Œ Validating Data in a Production Pipeline: The TFX Way

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-22 | ⏱️ Read time: 10 min read

A deep dive into data validation using Tensorflow Data Validation
πŸ“Œ Challenges and Solutions in Data Mesh – Part 3

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-06-21 | ⏱️ Read time: 12 min read

A practical approach to achieving interoperability in the data mesh through federated enterprise data modeling
πŸ“Œ Beyond Kleinberg’s Impossibility Theorem of Clustering: A Pragmatic Clustering Evaluation Framework

πŸ—‚ Category:

πŸ•’ Date: 2024-06-21 | ⏱️ Read time: 15 min read

This article explores a pragmatic evaluation framework for clustering under the constraint of Kleinberg’s Impossibility…
πŸ“Œ Deep Learning Illustrated, Part 5: Long Short-Term Memory (LSTM)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-21 | ⏱️ Read time: 8 min read

An illustrated and intuitive guide on the inner workings of an LSTM
πŸ“Œ Entity-Resolved Knowledge Graphs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-21 | ⏱️ Read time: 5 min read

New words. Old concepts. In the end, it’s about data fusion.