PinnedDmytro Nikolaiev (Dimid)inTowards Data ScienceSummarising Best Practices for Prompt EngineeringHow to build your own LLM-based application using OpenAI API13 min read·May 29, 2023--3--3
PinnedDmytro Nikolaiev (Dimid)inTowards Data ScienceTop 7 Machine Learning resources I wish I knew earlierNot teaching materials, just useful websites8 min read·Apr 30, 2022--6--6
PinnedDmytro Nikolaiev (Dimid)inTowards Data ScienceOverfitting and Underfitting PrinciplesUnderstand basic principles of underfitting and overfitting and why you should use particular techniques to deal with them10 min read·Nov 2, 2021--4--4
PinnedDmytro Nikolaiev (Dimid)inTowards Data ScienceUnsupervised Learning algorithms cheat sheetA complete cheat sheet for all unsupervised machine learning algorithms you should know5 min read·Feb 17, 2022--1--1
PinnedDmytro Nikolaiev (Dimid)inTowards Data ScienceSupervised Learning algorithms cheat sheetComplete cheat sheet for all supervised machine learning algorithms you should know with pros, cons, and hyperparameters16 min read·Sep 21, 2021--3--3
Dmytro Nikolaiev (Dimid)inTowards Data ScienceUsing ChatGPT for Efficient DebuggingEnhance your debugging experience and learn faster with the power of Large Language Models15 min read·Jun 22, 2023----
Dmytro Nikolaiev (Dimid)inTowards Data ScienceBehind the Millions: Estimating the Scale of Large Language ModelsDiscussing LLMs like ChatGPT, the underlying costs, and inference optimization approaches13 min read·Mar 31, 2023--6--6
Dmytro Nikolaiev (Dimid)How Much Can You Earn Blogging about Machine Learning in One YearPublishing your articles on Medium and Towards Data Science13 min read·Feb 16, 2023--1--1
Dmytro Nikolaiev (Dimid)inTowards Data ScienceHow to Estimate the Number of Parameters in Transformer modelsAn inside look at the Transformer Encoder/Decoder building blocks10 min read·Jan 13, 2023--5--5
Dmytro Nikolaiev (Dimid)inTowards Data ScienceGraphs with Python: Overview and Best LibrariesGraph analysis, interactive visualizations, and graph machine learning11 min read·Dec 2, 2022--2--2
