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 AutoML with AutoGluon: Transform Your ML Workflow with Just Four Lines of Code

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 23 min read

How AutoGluon Dominated Kaggle Competitions and How You Can Beat It. The algorithm that beats…
πŸ“Œ A Comprehensive Guide to Collaborative AI Agents in Practice

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 17 min read

the definition, and building a team of agents that refine your CV and Cover Letter…
πŸ“Œ How to challenge your own analysis so others won’t

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 14 min read

Master the art of sanity checks to level up the quality of your work
πŸ“Œ Not All HNSW Indices Are Made Equaly

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 8 min read

Overcoming Major HNSW Challenges to Improve the Efficiency of Your AI Production Workload
πŸ“Œ The Math Behind Risk – Part 2

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 11 min read

Does the attack really have an advantage in the game of world conquest?
πŸ“Œ Eco-Friendly AI: How to Reduce the Carbon and Water Footprints of Your ML Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-03 | ⏱️ Read time: 14 min read

Sustainable practices for model training and serving
πŸ“Œ Causal Inference with Python: A Guide to Propensity Score Matching

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-02 | ⏱️ Read time: 28 min read

An introduction to estimating treatment effects in non-randomized settings using practical examples and Python code
πŸ“Œ Continual Learning – A Deep Dive Into Elastic Weight Consolidation Loss

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-02 | ⏱️ Read time: 10 min read

With PyTorch Implementation
πŸ“Œ RFM Segmentation: Unleashing Customer Insights

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-02 | ⏱️ Read time: 9 min read

Transforming customer data into actionable insights with RFM segmentation
πŸ“Œ Introduction to Linear Programming – Part II

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-07-02 | ⏱️ Read time: 16 min read

Production optimisation with R
πŸ“Œ How to Turn Your AI Idea Into a Scalable Product: A Technical Guide

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-02 | ⏱️ Read time: 9 min read

Time to leave localhost behind and start acquiring users
πŸ“Œ Using a JSON Agent with LangChain, LangSmith and OpenAI’s GPT-4o

πŸ—‚ Category:

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 9 min read

Developing a chatbot to answer questions about a JSON dataset
πŸ“Œ Framework for Success Metrics Questions | Facebook Groups Success Metrics

πŸ—‚ Category: META

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 6 min read

The framework that will help you ace upcoming interviews
πŸ“Œ You Don’t Know Jacc(ard)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 11 min read

When the Jaccard similarity index isn’t the right tool for the job, and what to…
πŸ“Œ Chart Wars: Pie Chart vs. Sorted Radial Bar Chart

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 8 min read

Have your pie and eat it too!
πŸ“Œ Mastering SQL Optimization: From Functional to Efficient Queries

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 11 min read

Six Simple Yet Effective SQL Tips That Helped Me Reduce 50 Hours of Snowflake Query…
πŸ“Œ Analyzing the Pros and Cons of Electric Vehicle Purchases: Insights from Newspaper News

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-01 | ⏱️ Read time: 10 min read

In today’s market, buying electric cars represents an important challenge and a purchase decision that…
πŸ“Œ Learn Transformer Fine-Tuning and Segment Anything

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-30 | ⏱️ Read time: 13 min read

Train Meta’s SAM to segment high fidelity masks for any domain
πŸ“Œ 3 Essential Questions to Address When Building an API-Involved Incremental Data Loading Script

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-06-30 | ⏱️ Read time: 9 min read

This article explains both the conceptual framework and practical code implementation for syncing data from…
πŸ“Œ Explainability, Interpretability and Observability in Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-30 | ⏱️ Read time: 7 min read

These are terms commonly used to describe the transparency of a model, but what do…