Dominik Polzer – Medium

Dominik Polzer
in
Towards Data Science

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

19 min readJan 10, 2024

--

7

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

--

7

Dominik Polzer
in
Towards Data Science

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

24 min readSep 17, 2023

--

12

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

--

12

Dominik Polzer
in
Towards Data Science

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

26 min readJun 22, 2023

--

48

All You Need to Know to Build Your First LLM App

--

48

Dominik Polzer
in
Towards Data Science

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

25 min readApr 4, 2023

--

1

The Only Guide You Need to Understand Regression Trees

--

1

Dominik Polzer
in
Towards Data Science

7 of the Most Used Feature Engineering Techniques

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

37 min readJan 9, 2023

--

13

7 of the Most Used Feature Engineering Techniques

--

13

Dominik Polzer
in
Towards Data Science

AdaBoost, Step-by-Step

An Introduction to Boosting and AdaBoost

11 min readAug 3, 2022

--

AdaBoost, Step-by-Step

--

Dominik Polzer
in
Towards Data Science

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.

5 min readMay 23, 2022

--

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

--

Dominik Polzer
in
Towards Data Science

Grid Search and Bayesian Optimization simply explained

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

17 min readFeb 1, 2022

--

Grid Search and Bayesian Optimization simply explained

--

Dominik Polzer
in
Towards Data Science

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

27 min readJun 21, 2021

--

1

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

--

1

Dominik Polzer
in
Towards Data Science

A Comprehensive Beginners Guide to the Diverse Field of Anomaly Detection

Isolation Forest, Local Outlier Factor, One-Class SVM, Autoencoders, Robust Covariance Estimator and Time Series Analysis

21 min readMay 14, 2021

--

4

A Comprehensive Beginners Guide to the Diverse Field of Anomaly Detection

--

4

Dominik Polzer

Dominik Polzer

Machine Learning Engineer. I like to break down machine learning concepts into easy to understand pieces. linkedin.com/in/polzerdo/

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams