PinnedFarzad MahmoodinobarData Scientist Role Requirements — An Amazon Interviewer’s PerspectiveI joined Amazon as a Product Manager and although I enjoyed the data-driven mindset in Amazon, I soon realized that my interests were more…·6 min read·Sep 25, 2022--6--6
Farzad MahmoodinobarinTowards Data ScienceOpenAI API — Intro & 11 Practical Implementation Examples of the Models Behind ChatGPTA programmatic approach to use models behind ChatGPT.·19 min read·Nov 7, 2023----
Farzad MahmoodinobarinTowards Data ScienceXGBoost: Intro, Step-by-Step Implementation, and Performance ComparisonExtreme Gradient Boosting: A quick and reliable classifier·12 min read·Sep 29, 2023--2--2
Farzad MahmoodinobarHyperparameter Optimization with Hyperband — 30x Faster Than Bayesian OptimizationA step-by-step tutorial for Hyperband hyperparameter optimization.·7 min read·Sep 18, 2023--2--2
Farzad MahmoodinobarinTowards Data ScienceHyperparameter Optimization With Hyperopt — Intro & ImplementationImproving machine learning models’ performance with hyperparameter optimization.·11 min read·Jun 5, 2023--2--2
Farzad MahmoodinobarinTowards Data ScienceHow To Use Hugging Face Agents For NLP TasksA step by step tutorial on how to use Transformers tools and agents.·11 min read·May 17, 2023----
Farzad MahmoodinobarinTowards Data ScienceImplement NLP Tasks Using Hugging FaceAn introductory tutorial to use Hugging Face for NLP tasks.·12 min read·Apr 18, 2023--1--1
Farzad MahmoodinobarinTowards Data ScienceNatural Language Fundamentals — Intro & Implementation of Sentiment Analysis, Machine Translation…Multilingual language modeling in the Natural Language space.·9 min read·Mar 20, 2023--1--1
Farzad MahmoodinobarinTowards Data ScienceHyperparameter Optimization — Intro and Implementation of Grid Search, Random Search and Bayesian…Most common hyperparameter optimization methodologies to boost machine learning outcomes.·10 min read·Mar 13, 2023----
Farzad MahmoodinobarinTowards Data ScienceVIM Tutorial — Edit Text Like a ProAn easy-to-follow tutorial for Vim text editor·12 min read·Mar 6, 2023--2--2