Dominik Polzer – Medium

Dominik Polzer

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Jun 26, 2024

17 (Advanced) RAG Techniques to Turn Your LLM App Prototype into a Production-Ready Solution

A collection of RAG techniques to help you develop your RAG app into something robust that will last

17 (Advanced) RAG Techniques to Turn Your LLM App Prototype into a Production-Ready Solution

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Dominik Polzer

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Jan 10, 2024

Navigating the World of LLM Agents: A Beginner’s Guide

A Step-by-Step Guide to Discover and Harness the Power of LLM Agents and Toolkits

Navigating the World of LLM Agents: A Beginner’s Guide

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Dominik Polzer

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Sep 17, 2023

All You Need to Know about Vector Databases and How to Use Them to Augment Your LLM Apps

A Step-by-Step Guide to Discover and Harness the Power of Vector Databases

All You Need to Know about Vector Databases and How to Use Them to Augment Your LLM Apps

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Dominik Polzer

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Jun 22, 2023

All You Need to Know to Build Your First LLM App

A step-by-step tutorial to document loaders, embeddings, vector stores and prompt templates

All You Need to Know to Build Your First LLM App

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Dominik Polzer

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Apr 4, 2023

The Only Guide You Need to Understand Regression Trees

A Complete Guide to Decision Trees with a Step-by-Step Implementation from Scratch and Hands-On Example Using Scikit-Learn

The Only Guide You Need to Understand Regression Trees

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Dominik Polzer

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Jan 9, 2023

7 of the Most Used Feature Engineering Techniques

Hands-On Feature Engineering with Scikit-Learn, Tensorflow, Pandas and Scipy

7 of the Most Used Feature Engineering Techniques

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Dominik Polzer

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Aug 3, 2022

AdaBoost, Step-by-Step

An Introduction to Boosting and AdaBoost

AdaBoost, Step-by-Step

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Dominik Polzer

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May 23, 2022

How to Download Images from Google Photos using Python and Photos Library API

Using the Google Photos REST API you can download, upload and modify images stored in Google Photos.

How to Download Images from Google Photos using Python and Photos Library API

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Dominik Polzer

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Feb 1, 2022

Grid Search and Bayesian Optimization simply explained

An Introduction to Hyperparameter Tuning and two of the most popular Techniques

Grid Search and Bayesian Optimization simply explained

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Dominik Polzer

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Jun 21, 2021

7 of the Most Used Regression Algorithms and How to Choose the Right One

Linear and Polynomial Regression, RANSAC, Decision Tree, Random Forest, Gaussian Process and Support Vector Regression

7 of the Most Used Regression Algorithms and How to Choose the Right One

Dominik Polzer

Dominik Polzer

AI Product Manager at Siemens Energy | Follow for practical insights and guides on LLM applications | linkedin.com/in/polzerdo/

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