Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ 3 Challenges to Being a Data Scientist in 2024

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-06-27 | ⏱️ Read time: 7 min read

Given the current climate, is data science for you?
πŸ“Œ A Complete Guide to Master Step Functions on AWS

πŸ—‚ Category: SCIENCE AND TECHNOLOGY

πŸ•’ Date: 2024-06-27 | ⏱️ Read time: 10 min read

Workflow orchestration made easier
πŸ“Œ The Ultimate Guide to Finding Outliers in Your Time-Series Data (Part 2)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-26 | ⏱️ Read time: 1 min read

Effective machine learning methods and tools for outlier detection in time-series analysis
πŸ“Œ How Bend Works: A Parallel Programming Language That β€œFeels Like Python but Scales Like CUDA”

πŸ—‚ Category:

πŸ•’ Date: 2024-06-26 | ⏱️ Read time: 26 min read

A brief introduction to Lambda Calculus, Interaction Combinators, and how they are used to parallelize…
πŸ“Œ Business Planning with Python – Revenue Optimization

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-06-26 | ⏱️ Read time: 14 min read

How can you use data analytics to help small businesses maximize their revenue while maintaining…
πŸ“Œ The Intuitive Basics of Optimization

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-26 | ⏱️ Read time: 14 min read

A gentle introduction to the amazing field of optimization
πŸ“Œ Improving RAG Performance Using Rerankers

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 11 min read

A tutorial on using rerankers to improve your RAG pipeline
πŸ“Œ Making LLMs Write Better and Better Code for Self-Driving Using LangProp

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 11 min read

Analogy from classical machine learning: LLM (Large Language Model) = optimizer; code = parameters; LangProp…
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πŸ“Œ A New Method to Detect β€œConfabulations” Hallucinated by Large Language Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 12 min read

By calculating semantic entropy with a second LLM, we can better flag answers as unreliable…
πŸ€–πŸ§  Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data

πŸ—“οΈ 13 Oct 2025
πŸ“š AI News & Trends

In recent years, artificial intelligence (AI) has made remarkable strides in transforming healthcare. From medical imaging to patient monitoring systems, AI-driven solutions are reshaping how clinicians diagnose, treat and manage diseases. One of the most promising developments in this space is the integration of large language models (LLMs) with time-series data, a combination that holds ...

#OpenTSLM #LLMs #MedicalAI #TimeSeriesData #ArtificialIntelligence #OpenSourceFramework
πŸ€–πŸ§  Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App

πŸ—“οΈ 13 Oct 2025
πŸ“š AI News & Trends

Artificial Intelligence (AI) is redefining industries across the globe from healthcare to education, finance and beyond. But for millions of learners in India, access to high-quality AI education has often been limited by cost and technical barriers. Bridging this gap, Jio Institute in collaboration with JioPC App has launched a unique free online AI learning ...

#JioAIClassroom #ArtificialIntelligence #FreeAIEducation #JioInstitute #JioPCApp #AILearning
πŸ“Œ Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-17 | ⏱️ Read time: 13 min read

Can β€œthe evaluation of an LLM application by an LLM judge” be audited by another…
πŸ“Œ How to Spin Up a Project Structure with Cookiecutter

πŸ—‚ Category: PRODUCTIVITY

πŸ•’ Date: 2025-10-13 | ⏱️ Read time: 7 min read

If you’re anything like me, β€œprocrastination” might as well be your middle name. There’s always…
πŸ“Œ Mastering Object Counting in Videos

πŸ—‚ Category:

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

Step-by-step guide to counting strolling ants on a tree using detection and tracking techniques.
πŸ“Œ Bayesian A/B Testing Falls Short

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 15 min read

Over the past decade, I’ve engaged in countless discussions about Bayesian A/B testing versus Frequentist…
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…