Dominik Polzer – Medium

Dominik Polzer

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TDS Archive

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

Jun 26, 2024

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

Jun 26, 2024

Published in
TDS Archive

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

Jan 10, 2024

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

Jan 10, 2024

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TDS Archive

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

Sep 17, 2023

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

Sep 17, 2023

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TDS Archive

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

Jun 22, 2023

All You Need to Know to Build Your First LLM App

Jun 22, 2023

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TDS Archive

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

Apr 4, 2023

The Only Guide You Need to Understand Regression Trees

Apr 4, 2023

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TDS Archive

7 of the Most Used Feature Engineering Techniques

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

Jan 9, 2023

7 of the Most Used Feature Engineering Techniques

Jan 9, 2023

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TDS Archive

AdaBoost, Step-by-Step

An Introduction to Boosting and AdaBoost

Aug 3, 2022

AdaBoost, Step-by-Step

Aug 3, 2022

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TDS Archive

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.

May 23, 2022

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

May 23, 2022

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TDS Archive

Grid Search and Bayesian Optimization simply explained

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

Feb 1, 2022

Grid Search and Bayesian Optimization simply explained

Feb 1, 2022

Published in
TDS Archive

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

Jun 21, 2021

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

Jun 21, 2021

Dominik Polzer

Dominik Polzer

ML Engineer and Product Owner @ Siemens Energy | Follow for practical insights and guides on LLM applications | linkedin.com/in/polzerdo/

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