Dominik PolzerinTowards Data ScienceNavigating the World of LLM Agents: A Beginner’s GuideA Step-by-Step Guide to Discover and Harness the Power of LLM Agents and Toolkits·19 min read·Jan 10, 2024--8--8
Dominik PolzerinTowards Data ScienceAll You Need to Know about Vector Databases and How to Use Them to Augment Your LLM AppsA Step-by-Step Guide to Discover and Harness the Power of Vector Databases·24 min read·Sep 17, 2023--12--12
Dominik PolzerinTowards Data ScienceAll You Need to Know to Build Your First LLM AppA step-by-step tutorial to document loaders, embeddings, vector stores and prompt templates·26 min read·Jun 22, 2023--48--48
Dominik PolzerinTowards Data ScienceThe Only Guide You Need to Understand Regression TreesA Complete Guide to Decision Trees with a Step-by-Step Implementation from Scratch and Hands-On Example Using Scikit-Learn·25 min read·Apr 4, 2023--1--1
Dominik PolzerinTowards Data Science7 of the Most Used Feature Engineering TechniquesHands-On Feature Engineering with Scikit-Learn, Tensorflow, Pandas and Scipy·37 min read·Jan 9, 2023--13--13
Dominik PolzerinTowards Data ScienceAdaBoost, Step-by-StepAn Introduction to Boosting and AdaBoost·11 min read·Aug 3, 2022----
Dominik PolzerinTowards Data ScienceHow to Download Images from Google Photos using Python and Photos Library APIUsing the Google Photos REST API you can download, upload and modify images stored in Google Photos.·5 min read·May 23, 2022----
Dominik PolzerinTowards Data ScienceGrid Search and Bayesian Optimization simply explainedAn Introduction to Hyperparameter Tuning and two of the most popular Techniques·17 min read·Feb 1, 2022----
Dominik PolzerinTowards Data Science7 of the Most Used Regression Algorithms and How to Choose the Right OneLinear and Polynomial Regression, RANSAC, Decision Tree, Random Forest, Gaussian Process and Support Vector Regression·27 min read·Jun 21, 2021--1--1
Dominik PolzerinTowards Data ScienceA Comprehensive Beginners Guide to the Diverse Field of Anomaly DetectionIsolation Forest, Local Outlier Factor, One-Class SVM, Autoencoders, Robust Covariance Estimator and Time Series Analysis·21 min read·May 14, 2021--4--4