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The Basecamp for your Ascent in Machine Learning

In this blog, you will find all the topics to help you master the expedition into the world of Artificial Intelligence.

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Python

Basics of handling data and AI algorithms in Python.

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Statistics

Statistical models, rules, or methods that are used in
Artificial Intelligence is applied.

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Data

Everything about data acquisition, data processing, and data storage.

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Machine Learning

The core: understand algorithms, create your own models and get results

LAST ARTICLES

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Prompt Engineering Explained: Basics, Examples and Best Practices

Why good prompts rarely start with “Write me…” “Write an analysis of this customer feedback.” At first glance, that sounds clear. But an AI model may still return a polished answer that is too broad to be useful. That is where prompt engineering starts: not with magic words, but with removing ambiguity from the task.… Read More »Prompt Engineering Explained: Basics, Examples and Best Practices

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Learn Python: The Complete Guide for Beginners

Introduction: Learn Python with a clear starting point If you want to learn Python and have little or no programming experience, this guide gives you a practical starting point. You will learn what Python is, why beginners often choose it, which fundamentals matter most, and how to build a realistic learning path. Python is often… Read More »Learn Python: The Complete Guide for Beginners

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Machine Learning with Python: Complete Tutorial with Scikit-Learn

Machine Learning with Python: What You Will Learn in This Tutorial Machine learning with Python has never been more accessible – and Scikit-Learn is the library that makes the entry point as smooth as it gets. In this tutorial you’ll learn what machine learning actually is, which core ideas you need to understand before writing… Read More »Machine Learning with Python: Complete Tutorial with Scikit-Learn

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SQL Tutorial for Beginners: SELECT, JOIN, GROUP BY Explained Simply

SQL Tutorial for Beginners: Why SQL Still Matters Whether you’re working through an SQL tutorial for beginners as a student or stepping into a data analyst role, SQL is the language that lets you query and analyze relational databases. Nearly every company stores structured data in a database system, and anyone who wants to make… Read More »SQL Tutorial for Beginners: SELECT, JOIN, GROUP BY Explained Simply

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Retrieval Augmented Generation: Using Your Own Data with AI

Learn Retrieval Augmented Generation step by step and connect AI with your own data. Start building smarter AI systems today!

RAG / Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG) Explained: How to Connect LLMs to Your Own Data (Python Tutorial)

Why LLMs Fail at Private Data — And Why RAG Solves It Large language models like GPT-5 or Claude are trained on data up to a certain date. They don’t know what’s inside your company’s internal documentation, your product database, or last quarter’s sales report. They also can’t browse a private Notion workspace or read… Read More »Retrieval-Augmented Generation (RAG) Explained: How to Connect LLMs to Your Own Data (Python Tutorial)

Text Mining and NLP

If you are interested in a beginner course for text mining in Python, check out our Udemy courses.

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USE CASES

In this section you will find concrete Python examples and how they solve real problems.

ML – BLOG

Latest papers, topics and everything else that is important in the world of Artificial Intelligence.

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