Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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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…
πŸ“Œ Using OpenAI and PandasAI for Series Operations

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-29 | ⏱️ Read time: 6 min read

Incorporate natural language queries and operations into your Python data cleaning workflow.
πŸ“Œ Modeling the Extinction of the Catalan Language

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 10 min read

Applying existing literature to a practical case
πŸ“Œ Different Ways of Image Generation with Stable Diffusion 3

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 8 min read

Running SD3 in Google Colab and on a Local PC
πŸ“Œ 5 Habits That Made Me A Data Scientist

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 7 min read

Advice and tips on becoming a data scientist
πŸ“Œ Demonstrating Prioritization Effectiveness in Sales

πŸ—‚ Category:

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 6 min read

The power of machine learning for contact priorization
πŸ“Œ System Design: Load Balancer

πŸ—‚ Category:

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 9 min read

Orchestrating strategies for optimal workload distribution in microservice applications
πŸ“Œ CRAG – Intuitively and Exhaustively Explained

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 13 min read

Defining the Limits of Retrieval Augmented Generation
πŸ“Œ Estimate the unobserved – Moving-Average Model Estimation with Maximum Likelihood in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 8 min read

How unobserved covariates’ coefficients can be estimated with MLE
πŸ“Œ Diving Deep into AutoGen and Agentic Frameworks

πŸ—‚ Category:

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 13 min read

This blog post will go into the details of the β€œAutoGen: Enabling Next-Gen LLM Applications…
πŸ“Œ Safeguarding Demand Forecasting with Causal Graphs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 11 min read

Causal AI, exploring the integration of causal reasoning into machine learning
πŸ“Œ The History of Convolutional Neural Networks for Image Classification (1989- Today)

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 18 min read

A tour through the history of Computer Vision!
πŸ“Œ The Math Behind Risk – Part 1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 11 min read

Does the attack really have an advantage in the game of world conquest?
πŸ“Œ I Invented a Way to Speak to an AI, Keeping Your Privacy

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-28 | ⏱️ Read time: 9 min read

The tech is called β€œSilent Voice.”