MCP — The Protocol That Connects AI to Everything
Model Context Protocol (MCP) is an open standard by Anthropic that gives AI assistants a clean, universal way to connect to tools, data sources, and services. This article explains the...
🇬🇧 English
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2026-03-22
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2026-02-08
LLM and RAG Evaluation: Metrics, Best Practices
This article provides a concise reference for evaluating large language models (LLMs) and retrieval-augmented generation (RAG) systems. It covers core metrics like accuracy, F1, BLEU, ROUGE, and...
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2026-02-08
Multi-Step AI Agent Evaluation: Metrics, Best Practices
This article provides a concise reference for evaluating multi-step AI agents and agentic systems. It covers core metrics for task completion, reasoning, and efficiency, and highlights recent...
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2026-02-07
Core Concepts Behind Modern AI Systems
Modern AI systems may look diverse on the surface, but under the hood they rely on a small set of recurring architectural and training ideas. This article distills foundational concepts—ranging...
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2026-02-07
Core Tools in the Modern Python Data Analytics Stack
Modern data and AI products are built on a small set of recurring Python tools for data processing, visualization, interfaces, and APIs. This article provides a concise conceptual overview of...
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2025-01-03
How could Spotify's Discover Weekly recommendation system work?
Thinking and describing how Spotify's Discover Weekly leverages machine learning and statistical models to generate personalized music recommendations.
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2024-11-29
How to accumulate wealth
A very concise description of habits and principles to help you achieve wealth over time.
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2024-10-31
Understanding ML Metrics: Recall, Precision, and F1 Score
This article uses a fruit basket analogy to explain key concepts in machine learning evaluation metrics, including recall, precision, and F1 score, making it easier to understand how these metrics...
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2024-10-30
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2024-10-30
Understanding Machine Learning: A Friendly Guide
If you've ever wondered how your favorite apps seem to know what you like, or how self-driving cars navigate the streets, you're in the right place. In this article, we'll break down the basics of...
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2023-04-04
Algorithmic Techniques to remember
Concise list of algorithmic techniques worth remembering.
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2023-04-04
Neural Networks and Deep Learning - A high level overview
An overview of neural networks and deep learning - introductory quick read-up, including their use cases, and pros and cons for each technique.
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2023-04-04
Public Github repos
Github public repos list and resources.
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2023-04-04
Useful free software
Useful free software - tools and utilities to have handy.
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2023-03-24
scikit-learn models ideal use cases
Summary of the ideal use cases for models implemented in the scikit-learn Python library for machine learning.
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2023-03-15
10 time management tips from Seneca
10 points on time management from Seneca.
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2023-03-15
6 shortcuts that guide human behaviour
Proven by social psychology, studies have shown that these guide our behaviour.
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2023-03-15
Effective Presentations
Sequence of steps to consider for creating an effective persuasive presentation.
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2023-03-15
Fallacies
What are fallacies, categories and examples.
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2023-03-15
How to be persuasive
Concise points to be persuasive.
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2023-03-15
Take aways from Lao Tzu
Key points from the teachings of Lao Tzu.
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2023-02-27
Keys to a happy life
Studies available today show these are the keys to have a happy life.
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2023-02-27
List of Python libraries for Data Science & Machine Learning
A small curated list of Python libraries and frameworks in use for Data Science, Quantitative Development and other technical use cases. Of course, you may need any of these in other domains as well.
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2023-02-27
Python must know libraries and frameworks for Data Science
List and summary description of many Python libraries and frameworks that are used in the Data Science community in particular.
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2023-02-27
The best exercises to do at home
Current studies suggest that these are the most useful, impactful exercises you can do at home.
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2023-02-26
Keys to a healthy lifestyle and extend your life expectancy
Based on the latest studies and research, these are the the keys.
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2023-02-26
Machine Learning Classification - An Introduction
An introduction to Machine Learning Classification, models, applicability and scikit-learn specifics to get an initial overview of what's possible.
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2023-02-26
What is a healthy diet?
Based on the latest studies and research, these is what a healthy diet means.
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2023-02-25
How do colors affect purchases
How colors affect purchases.
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2023-02-25
Kafka and Python
PyCon presentation on Python using Kafka.
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2023-02-25
Must have open source software
Must have open source software anyone will have to use at some point.
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2023-02-25
Project Management Quotes
Project Management quotes; to reflect, to analyze.
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2023-02-25
Starting with Docker
Starting with Docker.
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2023-02-25
Starting with Python
Starting with the Python programming language.
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2023-02-25
Tips for Tech Interviews
Useful, concise tips, pointers and advice for your next Tech interview. A few more specific for Software Engineering interviews in particular also.
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2022-02-25
Starting with docker-compose
Starting with docker-compose by giving an introduction and simple, concise examples.
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2022-02-25
Starting with Selenium and Python
Starting with Selenium and Python.
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2020-04-11
Design patterns in Python
Quick, concise introduction on implementation of design patterns in Python, with example code.
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2020-04-04
What a software architect should know
The knowledge and understanding expected from a Software Architect.
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2020-03-24
Python libraries we should use more
List of Python libraries we should use more.
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2012-04-06
The Scale of the Universe - Interactive Animation
Another beginning for useful content.
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2012-02-25
Stock Market Flash Crash - May 6th 2010
Videos of real-time reactions to what happened on May 6th 2010 - famous stock market flash crash.
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2010-12-03
A New Beginning
The story of the new beginning.
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2010-12-03
How to enable swap on Linux
Enabling swap on Linux.
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2010-12-03
How to retrieve list of public repos from user using Github's API
How to programmatically retrieve the list of repos for a given user using the Github's API.
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2010-12-03
Time perspective
Time perspective.
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2010-12-03
What motivates us
Another beginning for useful content.
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2010-12-03
Rules of Action by Zen Habits
Rules of action.